1、修改水位单个楼栋查询时，缺少设备名称；

2、监控页面添加补水、供水、回水状态；
3、控制页面添加高低水电表读取，补水统一页面设置；

2024数据库脚本.sql

@@ -0,0 +1,207 @@
+-- 2024-05-07 维修表缺少字段
+ALTER TABLE maintain_info
+    ADD cost numeric(2, 0) NULL;
+EXEC sys.sp_addextendedproperty 'MS_Description', N'材料费用', 'schema', N'dbo', 'table', N'maintain_info', 'column', N'cost';
+ALTER TABLE maintain_info
+    ADD contents varchar(100) NULL;
+EXEC sys.sp_addextendedproperty 'MS_Description', N'维保内容', 'schema', N'dbo', 'table', N'maintain_info', 'column', N'contents';
+ALTER TABLE maintain_info
+    ADD evaluate varchar(10) NULL;
+EXEC sys.sp_addextendedproperty 'MS_Description', N'评价内容', 'schema', N'dbo', 'table', N'maintain_info', 'column', N'evaluate';
+
+-- 训练集合：
+begin tran
+    insert into history_data_pre(cur_date,building_id,water_value,elect_value,water_level,env_min_temp,env_max_temp)
+    select eds.cur_date,
+           eds.building_id,
+           isnull(eds.water_value,
+                  0) as water_value,
+           isnull(eds.elect_value,
+                  0) as elect_value,
+           isnull(convert(numeric (24, 2), t1.water_level),
+                  0) as water_level,
+           th.tempmin,
+           th.tempmax
+    from energy_day_sum eds
+             left join (select convert(date,
+                                       cur_date)                                     as cur_date,
+                               building_id,
+                               avg(isnull(convert(numeric (24, 2), water_level), 0)) as water_level
+                        from history_data
+                        group by convert(date,
+                                         cur_date),
+                                 building_id) t1 on
+        eds.cur_date = t1.cur_date and eds.building_id = t1.building_id
+             left join temp_history th
+                       on eds.cur_date = th.cur_date
+    where eds.building_id != '所有'
+    order by
+        eds.building_id,
+        eds.cur_date
+rollback
+
+-- 2024-05-09 创建历史预测表
+-- 历史水电用量以及预测值
+CREATE TABLE history_data_pre
+(
+    cur_date        date NULL,
+    building_id     varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+    env_min_temp    numeric(24, 2) NULL,
+    env_max_temp    numeric(24, 2) NULL,
+    water_value     numeric(24, 2) NULL,
+    elect_value     numeric(24, 2) NULL,
+    water_level     numeric(24, 2) NULL,
+    id              bigint IDENTITY(1,1) NOT NULL,
+    water_value_pre numeric(24, 2) NULL,
+    elect_value_pre numeric(24, 2) NULL,
+    water_level_pre numeric(24, 2) NULL,
+    remark          varchar(200) COLLATE Chinese_PRC_CI_AS NULL,
+    CONSTRAINT PK_history_data_pre PRIMARY KEY (id)
+);
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'历史水电用量以及预测值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'日期', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'cur_date';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'楼栋编号', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'building_id';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'环境最低温度', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'env_min_temp';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'环境最高温度', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'env_max_temp';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'实际用水量', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'water_value';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'实际用电量', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'elect_value';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'平均水位', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'water_level';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'id', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'id';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'用水量预测值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'water_value_pre';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'用电量预测值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'elect_value_pre';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'平均水位预测值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'water_level_pre';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'备注', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'history_data_pre', @level2type=N'Column', @level2name=N'remark';
+
+create index history_data_pre_building_id on history_data_pre (building_id);
+create index history_data_pre_cur_date on history_data_pre (cur_date);
+
+-- 2024-05-09 系统参数表增加天气区域
+ALTER TABLE SysParam
+    ADD proArea varchar(100) NULL;
+EXEC sp_addextendedproperty 'MS_Description', N'天气区域', 'schema', N'dbo', 'table', N'SysParam', 'column', N'proArea';
+
+-- 2024-05-15 热泵使用时间表(月表)
+CREATE TABLE analysis_runtime_month (
+                                                   id bigint IDENTITY(1,1) NOT NULL,
+                                                   cur_date varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   item_type varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day01 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day02 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day03 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day04 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day05 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day06 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day07 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day08 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day09 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day10 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day11 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day12 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day13 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day14 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day15 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day16 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day17 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day18 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day19 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day20 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day21 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day22 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day23 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day24 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day25 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day26 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day27 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day28 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day29 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day30 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   day31 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   total_value varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                   building_id varchar(50) COLLATE Chinese_PRC_CI_AS NULL
+);
+-- 使用时间年表
+CREATE TABLE analysis_runtime_year (
+                                                  id bigint IDENTITY(1,1) NOT NULL,
+                                                  cur_date varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  item_type varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month01 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month02 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month03 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month04 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month05 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month06 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month07 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month08 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month09 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month10 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month11 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  month12 varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  total_value varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  building_id varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  building_name varchar(50) COLLATE Chinese_PRC_CI_AS NULL,
+                                                  CONSTRAINT analysis_runtime_year_id PRIMARY KEY (id)
+);
+
+-- Extended properties
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'序号', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'id';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'日期', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'cur_date';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'类型', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'item_type';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'1月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month01';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'2月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month02';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'3月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month03';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'4月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month04';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'5月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month05';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'6月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month06';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'7月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month07';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'8月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month08';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'9月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month09';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'10月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month10';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'11月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month11';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'12月用量或比值', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'month12';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'合计用量', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'total_value';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'楼栋编号', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'building_id';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'楼栋名称', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'analysis_runtime_year', @level2type=N'Column', @level2name=N'building_name';
+
+
+-- 2024-06-24 添加楼栋人数
+alter table history_data_pre add people_num numeric(24,2) not null default 0;
+exec sp_addextendedproperty N'MS_Description', N'每栋楼人数', N'schema', N'dbo',N'table', N'history_data_pre', N'column', N'people_num';
+
+-- 2024-06-26 添加知识库
+CREATE TABLE knowledge_data
+(
+    id              bigint IDENTITY(1,1) NOT NULL,
+    title           varchar(100) COLLATE Chinese_PRC_CI_AS NULL,
+    description     varchar(200) COLLATE Chinese_PRC_CI_AS NULL,
+    content         varchar(2000) COLLATE Chinese_PRC_CI_AS NULL,
+    create_time     datetime NULL,
+    status          int NULL,
+    remark          varchar(200) COLLATE Chinese_PRC_CI_AS NULL,
+    CONSTRAINT pk_knowledge_data PRIMARY KEY (id)
+);
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'知识库数据', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'id', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'id';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'标题', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'title';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'描述', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'description';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'内容', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'content';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'创建时间', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'create_time';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'状态', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'status';
+EXEC sp_addextendedproperty @name=N'MS_Description', @value=N'备注', @level0type=N'Schema', @level0name=N'dbo', @level1type=N'Table', @level1name=N'knowledge_data', @level2type=N'Column', @level2name=N'remark';
+
+create index knowledge_data_create_time on history_data_pre (create_time);
+
+-- 2024-07-01 水位变换添加
+ALTER TABLE chws_gsh.dbo.waterLevel ADD level14 varchar(50) NULL;
+EXEC chws_gsh.sys.sp_addextendedproperty 'MS_Description', N'14点水位', 'schema', N'dbo', 'table', N'waterLevel', 'column', N'level14';
+
+ALTER TABLE chws_gsh.dbo.building ADD low_tank_height numeric(24,2) NULL;
+EXEC chws_gsh.sys.sp_addextendedproperty 'MS_Description', N'低区域水箱高度', 'schema', N'dbo', 'table', N'building', 'column', N'low_tank_height';
+
+-- 2024-10-11 添加供水，补水，回水状态
+ALTER TABLE now_data ADD up_water_state varchar(50) NULL;
+EXEC sp_addextendedproperty 'MS_Description', N'供水状态', 'schema', N'dbo', 'table', N'now_data', 'column', N'up_water_state';
+ALTER TABLE now_data ADD use_water_state varchar(50) NULL;
+EXEC sp_addextendedproperty 'MS_Description', N'补水状态', 'schema', N'dbo', 'table', N'now_data', 'column', N'use_water_state';
+ALTER TABLE now_data ADD back_water_state varchar(50) NULL;
+EXEC sp_addextendedproperty 'MS_Description', N'回水状态', 'schema', N'dbo', 'table', N'now_data', 'column', N'back_water_state';
+

algorithm/pom.xml

@@ -0,0 +1,135 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <groupId>com.mh</groupId>
+        <artifactId>chws</artifactId>
+        <version>1.0-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>com.mh</groupId>
+    <artifactId>algorithm</artifactId>
+    <version>1.0.0</version>
+    <packaging>jar</packaging>
+
+    <properties>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <encoding>UTF-8</encoding>
+        <java.version>1.8</java.version>
+        <maven.compiler.source>1.8</maven.compiler.source>
+        <maven.compiler.target>1.8</maven.compiler.target>
+    </properties>
+    <dependencies>
+        <!-- https://mvnrepository.com/artifact/net.sourceforge.javacsv/javacsv -->
+        <dependency>
+            <groupId>net.sourceforge.javacsv</groupId>
+            <artifactId>javacsv</artifactId>
+            <version>2.0</version>
+        </dependency>
+        <dependency>
+            <groupId>gov.nist.math</groupId>
+            <artifactId>jama</artifactId>
+            <version>1.0.3</version>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>RELEASE</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <version>3.9.3</version>
+                <configuration>
+                    <source>1.8</source>
+                    <target>1.8</target>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
+    <profiles>
+        <profile>
+            <id>default</id>
+            <activation>
+                <activeByDefault>true</activeByDefault>
+            </activation>
+            <build>
+                <plugins>
+                    <!-- java版本 -->
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-compiler-plugin</artifactId>
+                        <version>3.8.0</version>
+                        <configuration>
+                            <source>1.8</source>
+                            <target>1.8</target>
+                            <encoding>UTF-8</encoding>
+                        </configuration>
+                    </plugin>
+                    <!-- 这是javadoc打包插件 -->
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-javadoc-plugin</artifactId>
+                        <version>2.9.1</version>
+                        <executions>
+                            <execution>
+                                <id>attach-javadocs</id>
+                                <goals>
+                                    <goal>jar</goal>
+                                </goals>
+                                <!-- 该处屏蔽jdk1.8后javadoc的严格校验 -->
+                                <configuration>
+                                    <additionalparam>-Xdoclint:none</additionalparam>
+                                </configuration>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <!-- 打包源码插件 -->
+                    <plugin>
+                        <groupId>org.apache.maven.plugins</groupId>
+                        <artifactId>maven-source-plugin</artifactId>
+                        <version>2.3</version>
+                        <executions>
+                            <execution>
+                                <id>attach-sources</id>
+                                <goals>
+                                    <goal>jar</goal>
+                                </goals>
+                            </execution>
+                        </executions>
+                    </plugin>
+                    <!--签名插件-->
+<!--                    <plugin>-->
+<!--                        <groupId>org.apache.maven.plugins</groupId>-->
+<!--                        <artifactId>maven-gpg-plugin</artifactId>-->
+<!--                        <version>1.4</version>-->
+<!--                        <executions>-->
+<!--                            <execution>-->
+<!--                                <id>sign-artifacts</id>-->
+<!--                                <phase>verify</phase>-->
+<!--                                <goals>-->
+<!--                                    <goal>sign</goal>-->
+<!--                                </goals>-->
+<!--                            </execution>-->
+<!--                        </executions>-->
+<!--                    </plugin>-->
+                    <plugin>
+                        <artifactId>maven-jar-plugin</artifactId>
+                        <version>2.3.1</version>
+                        <configuration>
+                            <classesDirectory>target/classes</classesDirectory>
+                        </configuration>
+                    </plugin>
+                </plugins>
+            </build>
+        </profile>
+    </profiles>
+</project>

algorithm/src/main/java/com/mh/algorithm/bpnn/ActivationFunction.java

@@ -0,0 +1,8 @@
+package com.mh.algorithm.bpnn;
+
+public interface ActivationFunction {
+    //计算值
+    double computeValue(double val);
+    //计算导数
+    double computeDerivative(double val);
+}

algorithm/src/main/java/com/mh/algorithm/bpnn/BPModel.java

@@ -0,0 +1,111 @@
+package com.mh.algorithm.bpnn;
+
+import com.mh.algorithm.matrix.Matrix;
+
+import java.io.Serializable;
+
+public class BPModel implements Serializable {
+    //BP神经网络权值与阈值
+    private Matrix weightIJ;
+    private Matrix b1;
+    private Matrix weightJP;
+    private Matrix b2;
+    /*用于反归一化*/
+    private Matrix inputMax;
+    private Matrix inputMin;
+    private Matrix outputMax;
+    private Matrix outputMin;
+    /*BP神经网络训练参数*/
+    private BPParameter bpParameter;
+    /*BP神经网络训练情况*/
+    private double error;
+    private int times;
+
+    public Matrix getWeightIJ() {
+        return weightIJ;
+    }
+
+    public void setWeightIJ(Matrix weightIJ) {
+        this.weightIJ = weightIJ;
+    }
+
+    public Matrix getB1() {
+        return b1;
+    }
+
+    public void setB1(Matrix b1) {
+        this.b1 = b1;
+    }
+
+    public Matrix getWeightJP() {
+        return weightJP;
+    }
+
+    public void setWeightJP(Matrix weightJP) {
+        this.weightJP = weightJP;
+    }
+
+    public Matrix getB2() {
+        return b2;
+    }
+
+    public void setB2(Matrix b2) {
+        this.b2 = b2;
+    }
+
+    public Matrix getInputMax() {
+        return inputMax;
+    }
+
+    public void setInputMax(Matrix inputMax) {
+        this.inputMax = inputMax;
+    }
+
+    public Matrix getInputMin() {
+        return inputMin;
+    }
+
+    public void setInputMin(Matrix inputMin) {
+        this.inputMin = inputMin;
+    }
+
+    public Matrix getOutputMax() {
+        return outputMax;
+    }
+
+    public void setOutputMax(Matrix outputMax) {
+        this.outputMax = outputMax;
+    }
+
+    public Matrix getOutputMin() {
+        return outputMin;
+    }
+
+    public void setOutputMin(Matrix outputMin) {
+        this.outputMin = outputMin;
+    }
+
+    public BPParameter getBpParameter() {
+        return bpParameter;
+    }
+
+    public void setBpParameter(BPParameter bpParameter) {
+        this.bpParameter = bpParameter;
+    }
+
+    public double getError() {
+        return error;
+    }
+
+    public void setError(double error) {
+        this.error = error;
+    }
+
+    public int getTimes() {
+        return times;
+    }
+
+    public void setTimes(int times) {
+        this.times = times;
+    }
+}

algorithm/src/main/java/com/mh/algorithm/bpnn/BPNeuralNetworkFactory.java

@@ -0,0 +1,262 @@
+package com.mh.algorithm.bpnn;
+
+import com.mh.algorithm.matrix.Matrix;
+import com.mh.algorithm.utils.MatrixUtil;
+
+import java.util.*;
+
+public class BPNeuralNetworkFactory {
+    /**
+     * 训练BP神经网络模型
+     * @param bpParameter
+     * @param inputAndOutput
+     * @return
+     */
+    public BPModel trainBP(BPParameter bpParameter, Matrix inputAndOutput) throws Exception {
+
+        ActivationFunction activationFunction = bpParameter.getActivationFunction();
+        int inputCount = bpParameter.getInputLayerNeuronCount();
+        int hiddenCount = bpParameter.getHiddenLayerNeuronCount();
+        int outputCount = bpParameter.getOutputLayerNeuronCount();
+        double normalizationMin = bpParameter.getNormalizationMin();
+        double normalizationMax = bpParameter.getNormalizationMax();
+        double step = bpParameter.getStep();
+        double momentumFactor = bpParameter.getMomentumFactor();
+        double precision = bpParameter.getPrecision();
+        int maxTimes = bpParameter.getMaxTimes();
+
+        if(inputAndOutput.getMatrixColCount() != inputCount + outputCount){
+            throw new Exception("神经元个数不符，请修改");
+        }
+        // 初始化权值
+        Matrix weightIJ = initWeight(inputCount, hiddenCount);
+        Matrix weightJP = initWeight(hiddenCount, outputCount);
+
+        // 初始化阈值
+        Matrix b1 = initThreshold(hiddenCount);
+        Matrix b2 = initThreshold(outputCount);
+
+        // 动量项
+        Matrix deltaWeightIJ0 = new Matrix(inputCount, hiddenCount);
+        Matrix deltaWeightJP0 = new Matrix(hiddenCount, outputCount);
+        Matrix deltaB10 = new Matrix(1, hiddenCount);
+        Matrix deltaB20 = new Matrix(1, outputCount);
+
+        // 截取输入矩阵和输出矩阵
+        Matrix input = inputAndOutput.subMatrix(0,inputAndOutput.getMatrixRowCount(),0,inputCount);
+        Matrix output = inputAndOutput.subMatrix(0,inputAndOutput.getMatrixRowCount(),inputCount,outputCount);
+
+        // 归一化
+        Map<String,Object> inputAfterNormalize = MatrixUtil.normalize(input, normalizationMin, normalizationMax);
+        input = (Matrix) inputAfterNormalize.get("res");
+
+        Map<String,Object> outputAfterNormalize = MatrixUtil.normalize(output, normalizationMin, normalizationMax);
+        output = (Matrix) outputAfterNormalize.get("res");
+
+        int times = 1;
+        double E = 0;//误差
+        while (times < maxTimes) {
+            /*-----------------正向传播---------------------*/
+            // 隐含层输入
+            Matrix jIn = input.multiple(weightIJ);
+            // 扩充阈值
+            Matrix b1Copy = b1.extend(2,jIn.getMatrixRowCount());
+            // 加上阈值
+            jIn = jIn.plus(b1Copy);
+            // 隐含层输出
+            Matrix jOut = computeValue(jIn,activationFunction);
+            // 输出层输入
+            Matrix pIn = jOut.multiple(weightJP);
+            // 扩充阈值
+            Matrix b2Copy = b2.extend(2, pIn.getMatrixRowCount());
+            // 加上阈值
+            pIn = pIn.plus(b2Copy);
+            // 输出层输出
+            Matrix pOut = computeValue(pIn,activationFunction);
+            // 计算误差
+            Matrix e = output.subtract(pOut);
+            E = computeE(e);//误差
+            // 判断是否符合精度
+            if (Math.abs(E) <= precision) {
+                System.out.println("满足精度");
+                break;
+            }
+
+            /*-----------------反向传播---------------------*/
+            // J与P之间权值修正量
+            Matrix deltaWeightJP = e.multiple(step);
+            deltaWeightJP = deltaWeightJP.pointMultiple(computeDerivative(pIn,activationFunction));
+            deltaWeightJP = deltaWeightJP.transpose().multiple(jOut);
+            deltaWeightJP = deltaWeightJP.transpose();
+            // P层神经元阈值修正量
+            Matrix deltaThresholdP = e.multiple(step);
+            deltaThresholdP = deltaThresholdP.transpose().multiple(computeDerivative(pIn, activationFunction));
+
+            // I与J之间的权值修正量
+            Matrix deltaO = e.pointMultiple(computeDerivative(pIn,activationFunction));
+            Matrix tmp = weightJP.multiple(deltaO.transpose()).transpose();
+            Matrix deltaWeightIJ = tmp.pointMultiple(computeDerivative(jIn, activationFunction));
+            deltaWeightIJ = input.transpose().multiple(deltaWeightIJ);
+            deltaWeightIJ = deltaWeightIJ.multiple(step);
+
+            // J层神经元阈值修正量
+            Matrix deltaThresholdJ = tmp.transpose().multiple(computeDerivative(jIn, activationFunction));
+            deltaThresholdJ = deltaThresholdJ.multiple(-step);
+
+            if (times == 1) {
+                // 更新权值与阈值
+                weightIJ = weightIJ.plus(deltaWeightIJ);
+                weightJP = weightJP.plus(deltaWeightJP);
+                b1 = b1.plus(deltaThresholdJ);
+                b2 = b2.plus(deltaThresholdP);
+            }else{
+                // 加动量项
+                weightIJ = weightIJ.plus(deltaWeightIJ).plus(deltaWeightIJ0.multiple(momentumFactor));
+                weightJP = weightJP.plus(deltaWeightJP).plus(deltaWeightJP0.multiple(momentumFactor));
+                b1 = b1.plus(deltaThresholdJ).plus(deltaB10.multiple(momentumFactor));
+                b2 = b2.plus(deltaThresholdP).plus(deltaB20.multiple(momentumFactor));
+            }
+
+            deltaWeightIJ0 = deltaWeightIJ;
+            deltaWeightJP0 = deltaWeightJP;
+            deltaB10 = deltaThresholdJ;
+            deltaB20 = deltaThresholdP;
+
+            times++;
+        }
+
+        // BP神经网络的输出
+        BPModel result = new BPModel();
+        result.setInputMax((Matrix) inputAfterNormalize.get("max"));
+        result.setInputMin((Matrix) inputAfterNormalize.get("min"));
+        result.setOutputMax((Matrix) outputAfterNormalize.get("max"));
+        result.setOutputMin((Matrix) outputAfterNormalize.get("min"));
+        result.setWeightIJ(weightIJ);
+        result.setWeightJP(weightJP);
+        result.setB1(b1);
+        result.setB2(b2);
+        result.setError(E);
+        result.setTimes(times);
+        result.setBpParameter(bpParameter);
+        System.out.println("循环次数：" + times + "，误差：" + E);
+
+        return result;
+    }
+
+    /**
+     * 计算BP神经网络的值
+     * @param bpModel
+     * @param input
+     * @return
+     */
+    public Matrix computeBP(BPModel bpModel,Matrix input) throws Exception {
+        if (input.getMatrixColCount() != bpModel.getBpParameter().getInputLayerNeuronCount()) {
+            throw new Exception("输入矩阵纬度有误");
+        }
+        ActivationFunction activationFunction = bpModel.getBpParameter().getActivationFunction();
+        Matrix weightIJ = bpModel.getWeightIJ();
+        Matrix weightJP = bpModel.getWeightJP();
+        Matrix b1 = bpModel.getB1();
+        Matrix b2 = bpModel.getB2();
+        double[][] normalizedInput = new double[input.getMatrixRowCount()][input.getMatrixColCount()];
+        for (int i = 0; i < input.getMatrixRowCount(); i++) {
+            for (int j = 0; j < input.getMatrixColCount(); j++) {
+                if ((input.getValOfIdx(i,j) - bpModel.getInputMin().getValOfIdx(0,j)) == 0
+                        || (bpModel.getInputMax().getValOfIdx(0,j) - bpModel.getInputMin().getValOfIdx(0,j)) == 0) {
+                    normalizedInput[i][j] = bpModel.getBpParameter().getNormalizationMin();
+                    continue;
+                }
+                normalizedInput[i][j] = bpModel.getBpParameter().getNormalizationMin()
+                        + (input.getValOfIdx(i,j) - bpModel.getInputMin().getValOfIdx(0,j))
+                        / (bpModel.getInputMax().getValOfIdx(0,j) - bpModel.getInputMin().getValOfIdx(0,j))
+                        * (bpModel.getBpParameter().getNormalizationMax() - bpModel.getBpParameter().getNormalizationMin());
+            }
+        }
+        Matrix normalizedInputMatrix = new Matrix(normalizedInput);
+        Matrix jIn = normalizedInputMatrix.multiple(weightIJ);
+        // 扩充阈值
+        Matrix b1Copy = b1.extend(2,jIn.getMatrixRowCount());
+        // 加上阈值
+        jIn = jIn.plus(b1Copy);
+        // 隐含层输出
+        Matrix jOut = computeValue(jIn,activationFunction);
+        // 输出层输入
+        Matrix pIn = jOut.multiple(weightJP);
+        // 扩充阈值
+        Matrix b2Copy = b2.extend(2,pIn.getMatrixRowCount());
+        // 加上阈值
+        pIn = pIn.plus(b2Copy);
+        // 输出层输出
+        Matrix pOut = computeValue(pIn,activationFunction);
+        // 反归一化
+        return MatrixUtil.inverseNormalize(pOut, bpModel.getBpParameter().getNormalizationMax(), bpModel.getBpParameter().getNormalizationMin(), bpModel.getOutputMax(), bpModel.getOutputMin());
+    }
+
+    // 初始化权值
+    private Matrix initWeight(int x,int y){
+        Random random=new Random();
+        double[][] weight = new double[x][y];
+        for (int i = 0; i < x; i++) {
+            for (int j = 0; j < y; j++) {
+                weight[i][j] = 2*random.nextDouble()-1;
+            }
+        }
+        return new Matrix(weight);
+    }
+    // 初始化阈值
+    private Matrix initThreshold(int x){
+        Random random = new Random();
+        double[][] result = new double[1][x];
+        for (int i = 0; i < x; i++) {
+            result[0][i] = 2*random.nextDouble()-1;
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 计算激活函数的值
+     * @param a
+     * @return
+     */
+    private Matrix computeValue(Matrix a, ActivationFunction activationFunction) throws Exception {
+        if (a.getMatrix() == null) {
+            throw new Exception("参数值为空");
+        }
+        double[][] result = new double[a.getMatrixRowCount()][a.getMatrixColCount()];
+        for (int i = 0; i < a.getMatrixRowCount(); i++) {
+            for (int j = 0; j < a.getMatrixColCount(); j++) {
+                result[i][j] = activationFunction.computeValue(a.getValOfIdx(i,j));
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 激活函数导数的值
+     * @param a
+     * @return
+     */
+    private Matrix computeDerivative(Matrix a , ActivationFunction activationFunction) throws Exception {
+        if (a.getMatrix() == null) {
+            throw new Exception("参数值为空");
+        }
+        double[][] result = new double[a.getMatrixRowCount()][a.getMatrixColCount()];
+        for (int i = 0; i < a.getMatrixRowCount(); i++) {
+            for (int j = 0; j < a.getMatrixColCount(); j++) {
+                result[i][j] = activationFunction.computeDerivative(a.getValOfIdx(i,j));
+            }
+        }
+        return new Matrix(result);
+    }
+
+
+    /**
+     * 计算误差
+     * @param e
+     * @return
+     */
+    private double computeE(Matrix e){
+        e = e.square();
+        return 0.5*e.sumAll();
+    }
+}

algorithm/src/main/java/com/mh/algorithm/bpnn/BPParameter.java

@@ -0,0 +1,106 @@
+package com.mh.algorithm.bpnn;
+
+import java.io.Serializable;
+
+public class BPParameter implements Serializable {
+
+    //输入层神经元个数
+    private int inputLayerNeuronCount = 3;
+    //隐含层神经元个数
+    private int hiddenLayerNeuronCount = 3;
+    //输出层神经元个数
+    private int outputLayerNeuronCount = 1;
+    //归一化区间
+    private double normalizationMin = 0.2;
+    private double normalizationMax = 0.8;
+    //学习步长
+    private double step = 0.05;
+    //动量因子
+    private double momentumFactor = 0.2;
+    //激活函数
+    private ActivationFunction activationFunction = new Sigmoid();
+    //精度
+    private double precision = 0.000001;
+    //最大循环次数
+    private int maxTimes = 1000000;
+
+    public double getMomentumFactor() {
+        return momentumFactor;
+    }
+
+    public void setMomentumFactor(double momentumFactor) {
+        this.momentumFactor = momentumFactor;
+    }
+
+    public double getStep() {
+        return step;
+    }
+
+    public void setStep(double step) {
+        this.step = step;
+    }
+
+    public double getNormalizationMin() {
+        return normalizationMin;
+    }
+
+    public void setNormalizationMin(double normalizationMin) {
+        this.normalizationMin = normalizationMin;
+    }
+
+    public double getNormalizationMax() {
+        return normalizationMax;
+    }
+
+    public void setNormalizationMax(double normalizationMax) {
+        this.normalizationMax = normalizationMax;
+    }
+
+    public int getInputLayerNeuronCount() {
+        return inputLayerNeuronCount;
+    }
+
+    public void setInputLayerNeuronCount(int inputLayerNeuronCount) {
+        this.inputLayerNeuronCount = inputLayerNeuronCount;
+    }
+
+    public int getHiddenLayerNeuronCount() {
+        return hiddenLayerNeuronCount;
+    }
+
+    public void setHiddenLayerNeuronCount(int hiddenLayerNeuronCount) {
+        this.hiddenLayerNeuronCount = hiddenLayerNeuronCount;
+    }
+
+    public int getOutputLayerNeuronCount() {
+        return outputLayerNeuronCount;
+    }
+
+    public void setOutputLayerNeuronCount(int outputLayerNeuronCount) {
+        this.outputLayerNeuronCount = outputLayerNeuronCount;
+    }
+
+    public ActivationFunction getActivationFunction() {
+        return activationFunction;
+    }
+
+    public void setActivationFunction(ActivationFunction activationFunction) {
+        this.activationFunction = activationFunction;
+    }
+
+    public double getPrecision() {
+        return precision;
+    }
+
+    public void setPrecision(double precision) {
+        this.precision = precision;
+    }
+
+    public int getMaxTimes() {
+        return maxTimes;
+    }
+
+    public void setMaxTimes(int maxTimes) {
+        this.maxTimes = maxTimes;
+    }
+}

algorithm/src/main/java/com/mh/algorithm/bpnn/Sigmoid.java

@@ -0,0 +1,15 @@
+package com.mh.algorithm.bpnn;
+
+import java.io.Serializable;
+
+public class Sigmoid implements ActivationFunction, Serializable {
+    @Override
+    public double computeValue(double val) {
+        return 1 / (1 + Math.exp(-val));
+    }
+
+    @Override
+    public double computeDerivative(double val) {
+        return computeValue(val) * (1 - computeValue(val));
+    }
+}

algorithm/src/main/java/com/mh/algorithm/constants/OrderEnum.java

@@ -0,0 +1,24 @@
+package com.mh.algorithm.constants;
+
+/**
+ * 排序枚举类
+ */
+public enum OrderEnum {
+
+    ASC(1,"升序"),
+
+    DESC(2,"降序");
+
+    OrderEnum(int flag, String name) {
+
+        this.flag = flag;
+
+        this.name = name;
+
+    }
+
+    private int flag;
+
+    private String name;
+
+}

algorithm/src/main/java/com/mh/algorithm/knn/KNN.java

@@ -0,0 +1,88 @@
+package com.mh.algorithm.knn;
+
+import com.mh.algorithm.constants.OrderEnum;
+import com.mh.algorithm.matrix.Matrix;
+import com.mh.algorithm.utils.MatrixUtil;
+
+import java.util.*;
+
+
+/**
+ * @program: top-algorithm-set
+ * @description: KNN k-临近算法进行分类
+ * @author: Mr.Zhao
+ * @create: 2020-10-13 22:03
+ **/
+public class KNN {
+    public static Matrix classify(Matrix input, Matrix dataSet, Matrix labels, int k) throws Exception {
+        if (dataSet.getMatrixRowCount() != labels.getMatrixRowCount()) {
+            throw new IllegalArgumentException("矩阵训练集与标签维度不一致");
+        }
+        if (input.getMatrixColCount() != dataSet.getMatrixColCount()) {
+            throw new IllegalArgumentException("待分类矩阵列数与训练集列数不一致");
+        }
+        if (dataSet.getMatrixRowCount() < k) {
+            throw new IllegalArgumentException("训练集样本数小于k");
+        }
+        // 归一化
+        int trainCount = dataSet.getMatrixRowCount();
+        int testCount = input.getMatrixRowCount();
+        Matrix trainAndTest = dataSet.splice(2, input);
+        Map<String, Object> normalize = MatrixUtil.normalize(trainAndTest, 0, 1);
+        trainAndTest = (Matrix) normalize.get("res");
+        dataSet = trainAndTest.subMatrix(0, trainCount, 0, trainAndTest.getMatrixColCount());
+        input = trainAndTest.subMatrix(0, testCount, 0, trainAndTest.getMatrixColCount());
+
+        // 获取标签信息
+        List<Double> labelList = new ArrayList<>();
+        for (int i = 0; i < labels.getMatrixRowCount(); i++) {
+            if (!labelList.contains(labels.getValOfIdx(i, 0))) {
+                labelList.add(labels.getValOfIdx(i, 0));
+            }
+        }
+
+        Matrix result = new Matrix(new double[input.getMatrixRowCount()][1]);
+        for (int i = 0; i < input.getMatrixRowCount(); i++) {
+            // 计算向量间的欧式距离
+            // 将labels矩阵扩展
+            Matrix labelMatrixCopied = input.getRowOfIdx(i).extend(2, dataSet.getMatrixRowCount());
+            // 前面是计算欧氏距离，splice(1,labels)是将距离矩阵与labels矩阵合并
+            Matrix distanceMatrix = dataSet.subtract(labelMatrixCopied).square().sumRow().pow(0.5).splice(1, labels);
+            // 将计算出的距离矩阵按照距离升序排序
+            distanceMatrix.sort(0, OrderEnum.ASC);
+            // 遍历最近的k个变量
+            Map<Double, Integer> map = new HashMap<>();
+            for (int j = 0; j < k; j++) {
+                // 遍历标签种类数
+                for (Double label : labelList) {
+                    if (distanceMatrix.getValOfIdx(j, 1) == label) {
+                        map.put(label, map.getOrDefault(label, 0) + 1);
+                    }
+                }
+            }
+            result.setValue(i, 0, getKeyOfMaxValue(map));
+        }
+        return result;
+    }
+
+    /**
+     * 取map中值最大的key
+     *
+     * @param map
+     * @return
+     */
+    private static Double getKeyOfMaxValue(Map<Double, Integer> map) {
+        if (map == null)
+            return null;
+        Double keyOfMaxValue = 0.0;
+        Integer maxValue = 0;
+        for (Double key : map.keySet()) {
+            if (map.get(key) > maxValue) {
+                keyOfMaxValue = key;
+                maxValue = map.get(key);
+            }
+        }
+        return keyOfMaxValue;
+    }
+
+}

algorithm/src/main/java/com/mh/algorithm/matrix/Matrix.java

@@ -0,0 +1,646 @@
+package com.mh.algorithm.matrix;
+
+import com.mh.algorithm.constants.OrderEnum;
+
+import java.io.Serializable;
+
+public class Matrix implements Serializable {
+    private double[][] matrix;
+    //矩阵列数
+    private int matrixColCount;
+    //矩阵行数
+    private int matrixRowCount;
+
+    /**
+     * 构造一个空矩阵
+     */
+    public Matrix() {
+        this.matrix = null;
+        this.matrixColCount = 0;
+        this.matrixRowCount = 0;
+    }
+
+    /**
+     * 构造一个matrix矩阵
+     * @param matrix
+     */
+    public Matrix(double[][] matrix) {
+        this.matrix = matrix;
+        this.matrixRowCount = matrix.length;
+        this.matrixColCount = matrix[0].length;
+    }
+
+    /**
+     * 构造一个rowCount行colCount列值为0的矩阵
+     * @param rowCount
+     * @param colCount
+     */
+    public Matrix(int rowCount,int colCount) {
+        double[][] matrix = new double[rowCount][colCount];
+        for (int i = 0; i < rowCount; i++) {
+            for (int j = 0; j < colCount; j++) {
+                matrix[i][j] = 0;
+            }
+        }
+        this.matrix = matrix;
+        this.matrixRowCount = rowCount;
+        this.matrixColCount = colCount;
+    }
+
+    /**
+     * 构造一个rowCount行colCount列值为val的矩阵
+     * @param val
+     * @param rowCount
+     * @param colCount
+     */
+    public Matrix(double val,int rowCount,int colCount) {
+        double[][] matrix = new double[rowCount][colCount];
+        for (int i = 0; i < rowCount; i++) {
+            for (int j = 0; j < colCount; j++) {
+                matrix[i][j] = val;
+            }
+        }
+        this.matrix = matrix;
+        this.matrixRowCount = rowCount;
+        this.matrixColCount = colCount;
+    }
+
+    public double[][] getMatrix() {
+        return matrix;
+    }
+
+    public void setMatrix(double[][] matrix) {
+        this.matrix = matrix;
+        this.matrixRowCount = matrix.length;
+        this.matrixColCount = matrix[0].length;
+    }
+
+    public int getMatrixColCount() {
+        return matrixColCount;
+    }
+
+    public int getMatrixRowCount() {
+        return matrixRowCount;
+    }
+
+    /**
+     * 获取矩阵指定位置的值
+     *
+     * @param x
+     * @param y
+     * @return
+     */
+    public double getValOfIdx(int x, int y) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (x > matrixRowCount - 1) {
+            throw new IllegalArgumentException("索引x越界");
+        }
+        if (y > matrixColCount - 1) {
+            throw new IllegalArgumentException("索引y越界");
+        }
+        return matrix[x][y];
+    }
+
+    /**
+     * 获取矩阵指定行
+     *
+     * @param x
+     * @return
+     */
+    public Matrix getRowOfIdx(int x) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (x > matrixRowCount - 1) {
+            throw new IllegalArgumentException("索引x越界");
+        }
+        double[][] result = new double[1][matrixColCount];
+        result[0] = matrix[x];
+        return new Matrix(result);
+    }
+
+    /**
+     * 获取矩阵指定列
+     *
+     * @param y
+     * @return
+     */
+    public Matrix getColOfIdx(int y) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (y > matrixColCount - 1) {
+            throw new IllegalArgumentException("索引y越界");
+        }
+        double[][] result = new double[matrixRowCount][1];
+        for (int i = 0; i < matrixRowCount; i++) {
+            result[i][0] = matrix[i][y];
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 设置矩阵中x,y位置元素的值
+     * @param x
+     * @param y
+     * @param val
+     */
+    public void setValue(int x, int y, double val) {
+        if (x > this.matrixRowCount - 1) {
+            throw new IllegalArgumentException("行索引越界");
+        }
+        if (y > this.matrixColCount - 1) {
+            throw new IllegalArgumentException("列索引越界");
+        }
+        this.matrix[x][y] = val;
+    }
+
+    /**
+     * 矩阵乘矩阵
+     *
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix multiple(Matrix a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (a.getMatrix() == null || a.getMatrixRowCount() == 0 || a.getMatrixColCount() == 0) {
+            throw new IllegalArgumentException("参数矩阵为空");
+        }
+        if (matrixColCount != a.getMatrixRowCount()) {
+            throw new IllegalArgumentException("矩阵纬度不同，不可计算");
+        }
+        double[][] result = new double[matrixRowCount][a.getMatrixColCount()];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < a.getMatrixColCount(); j++) {
+                for (int k = 0; k < matrixColCount; k++) {
+                    result[i][j] = result[i][j] + matrix[i][k] * a.getMatrix()[k][j];
+                }
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵乘一个数字
+     *
+     * @param a
+     * @return
+     */
+    public Matrix multiple(double a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] * a;
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵点乘
+     *
+     * @param a
+     * @return
+     */
+    public Matrix pointMultiple(Matrix a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (a.getMatrix() == null || a.getMatrixRowCount() == 0 || a.getMatrixColCount() == 0) {
+            throw new IllegalArgumentException("参数矩阵为空");
+        }
+        if (matrixRowCount != a.getMatrixRowCount() && matrixColCount != a.getMatrixColCount()) {
+            throw new IllegalArgumentException("矩阵纬度不同，不可计算");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] * a.getMatrix()[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵除一个数字
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix divide(double a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] / a;
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵加法
+     *
+     * @param a
+     * @return
+     */
+    public Matrix plus(Matrix a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (a.getMatrix() == null || a.getMatrixRowCount() == 0 || a.getMatrixColCount() == 0) {
+            throw new IllegalArgumentException("参数矩阵为空");
+        }
+        if (matrixRowCount != a.getMatrixRowCount() && matrixColCount != a.getMatrixColCount()) {
+            throw new IllegalArgumentException("矩阵纬度不同，不可计算");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] + a.getMatrix()[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵加一个数字
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix plus(double a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] + a;
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵减法
+     *
+     * @param a
+     * @return
+     */
+    public Matrix subtract(Matrix a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (a.getMatrix() == null || a.getMatrixRowCount() == 0 || a.getMatrixColCount() == 0) {
+            throw new IllegalArgumentException("参数矩阵为空");
+        }
+        if (matrixRowCount != a.getMatrixRowCount() && matrixColCount != a.getMatrixColCount()) {
+            throw new IllegalArgumentException("矩阵纬度不同，不可计算");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] - a.getMatrix()[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵减一个数字
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix subtract(double a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] - a;
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵行求和
+     *
+     * @return
+     */
+    public Matrix sumRow() throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][1];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][0] += matrix[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵列求和
+     *
+     * @return
+     */
+    public Matrix sumCol() throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[1][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[0][j] += matrix[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵所有元素求和
+     *
+     * @return
+     */
+    public double sumAll() throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double result = 0;
+        for (double[] doubles : matrix) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result += doubles[j];
+            }
+        }
+        return result;
+    }
+
+    /**
+     * 矩阵所有元素求平方
+     *
+     * @return
+     */
+    public Matrix square() throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = matrix[i][j] * matrix[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵所有元素求N次方
+     *
+     * @return
+     */
+    public Matrix pow(double n) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixRowCount][matrixColCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[i][j] = Math.pow(matrix[i][j],n);
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵转置
+     *
+     * @return
+     */
+    public Matrix transpose() throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        double[][] result = new double[matrixColCount][matrixRowCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixColCount; j++) {
+                result[j][i] = matrix[i][j];
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 截取矩阵
+     * @param startRowIndex 开始行索引
+     * @param rowCount   截取行数
+     * @param startColIndex 开始列索引
+     * @param colCount   截取列数
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix subMatrix(int startRowIndex,int rowCount,int startColIndex,int colCount) throws IllegalArgumentException {
+        if (startRowIndex + rowCount > matrixRowCount) {
+            throw new IllegalArgumentException("行索引越界");
+        }
+        if (startColIndex + colCount> matrixColCount) {
+            throw new IllegalArgumentException("列索引越界");
+        }
+        double[][] result = new double[rowCount][colCount];
+        for (int i = startRowIndex; i < startRowIndex + rowCount; i++) {
+            if (startColIndex + colCount - startColIndex >= 0)
+                System.arraycopy(matrix[i], startColIndex, result[i - startRowIndex], 0, colCount);
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 矩阵合并
+     * @param direction 合并方向，1为横向，2为竖向
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix splice(int direction, Matrix a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if (a.getMatrix() == null || a.getMatrixRowCount() == 0 || a.getMatrixColCount() == 0) {
+            throw new IllegalArgumentException("参数矩阵为空");
+        }
+        if(direction == 1){
+            //横向拼接
+            if (matrixRowCount != a.getMatrixRowCount()) {
+                throw new IllegalArgumentException("矩阵行数不一致，无法拼接");
+            }
+            double[][] result = new double[matrixRowCount][matrixColCount + a.getMatrixColCount()];
+            for (int i = 0; i < matrixRowCount; i++) {
+                System.arraycopy(matrix[i],0,result[i],0,matrixColCount);
+                System.arraycopy(a.getMatrix()[i],0,result[i],matrixColCount,a.getMatrixColCount());
+            }
+            return new Matrix(result);
+        }else if(direction == 2){
+            //纵向拼接
+            if (matrixColCount != a.getMatrixColCount()) {
+                throw new IllegalArgumentException("矩阵列数不一致，无法拼接");
+            }
+            double[][] result = new double[matrixRowCount + a.getMatrixRowCount()][matrixColCount];
+            for (int i = 0; i < matrixRowCount; i++) {
+                result[i] = matrix[i];
+            }
+            for (int i = 0; i < a.getMatrixRowCount(); i++) {
+                result[matrixRowCount + i] = a.getMatrix()[i];
+            }
+            return new Matrix(result);
+        }else{
+            throw new IllegalArgumentException("方向参数有误");
+        }
+    }
+    /**
+     * 扩展矩阵
+     * @param direction 扩展方向，1为横向，2为竖向
+     * @param a
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix extend(int direction , int a) throws IllegalArgumentException {
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if(direction == 1){
+            //横向复制
+            double[][] result = new double[matrixRowCount][matrixColCount*a];
+            for (int i = 0; i < matrixRowCount; i++) {
+                for (int j = 0; j < a; j++) {
+                    System.arraycopy(matrix[i],0,result[i],j*matrixColCount,matrixColCount);
+                }
+            }
+            return new Matrix(result);
+        }else if(direction == 2){
+            //纵向复制
+            double[][] result = new double[matrixRowCount*a][matrixColCount];
+            for (int i = 0; i < matrixRowCount*a; i++) {
+                result[i] = matrix[i%matrixRowCount];
+            }
+            return new Matrix(result);
+        }else{
+            throw new IllegalArgumentException("方向参数有误");
+        }
+    }
+    /**
+     * 获取每列的平均值
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public Matrix getColAvg() throws IllegalArgumentException {
+        Matrix tmp = this.sumCol();
+        return tmp.divide(matrixRowCount);
+    }
+
+    /**
+     * 矩阵行排序
+     * @param index 根据第几列的数进行行排序
+     * @param order 排序顺序，升序或降序
+     * @return
+     * @throws IllegalArgumentException
+     */
+    public void sort(int index, OrderEnum order) throws IllegalArgumentException{
+        if (matrix == null || matrixRowCount == 0 || matrixColCount == 0) {
+            throw new IllegalArgumentException("矩阵为空");
+        }
+        if(index >= matrixColCount){
+            throw new IllegalArgumentException("排序索引index越界");
+        }
+        sort(index,order,0,this.matrixRowCount - 1);
+    }
+
+    /**
+     * 判断是否是方阵
+     * 行列数相等，并且不等于0
+     * @return
+     */
+    public boolean isSquareMatrix(){
+        return matrixColCount == matrixRowCount && matrixColCount != 0;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder stringBuilder = new StringBuilder();
+        stringBuilder.append("\r\n");
+        for (int i = 0; i < matrixRowCount; i++) {
+            stringBuilder.append("# ");
+            for (int j = 0; j < matrixColCount; j++) {
+                stringBuilder.append(matrix[i][j]).append("\t ");
+            }
+            stringBuilder.append("#\r\n");
+        }
+        stringBuilder.append("\r\n");
+        return stringBuilder.toString();
+    }
+
+    private void sort(int index,OrderEnum order,int start,int end){
+        if(start >= end){
+            return;
+        }
+        int tmp = partition(index,order,start,end);
+        sort(index,order, start, tmp - 1);
+        sort(index,order, tmp + 1, end);
+    }
+
+    private int partition(int index,OrderEnum order,int start,int end){
+        int l = start + 1,r = end;
+        double v = matrix[start][index];
+        switch (order){
+            case ASC:
+                while(true){
+                    while(matrix[r][index] >= v && r > start){
+                        r--;
+                    }
+                    while(matrix[l][index] <= v && l < end){
+                        l++;
+                    }
+                    if(l >= r){
+                        break;
+                    }
+                    double[] tmp = matrix[r];
+                    matrix[r] = matrix[l];
+                    matrix[l] = tmp;
+                }
+                break;
+            case DESC:
+                while(true){
+                    while(matrix[r][index] <= v && r > start){
+                        r--;
+                    }
+                    while(matrix[l][index] >= v && l < end){
+                        l++;
+                    }
+                    if(l >= r){
+                        break;
+                    }
+                    double[] tmp = matrix[r];
+                    matrix[r] = matrix[l];
+                    matrix[l] = tmp;
+                }
+                break;
+        }
+        double[] tmp = matrix[r];
+        matrix[r] = matrix[start];
+        matrix[start] = tmp;
+        return r;
+    }
+}

algorithm/src/main/java/com/mh/algorithm/utils/CsvInfo.java

@@ -0,0 +1,53 @@
+package com.mh.algorithm.utils;
+
+import com.mh.algorithm.matrix.Matrix;
+
+import java.util.ArrayList;
+
+public class CsvInfo {
+    private String[] header;
+    private int csvRowCount;
+    private int csvColCount;
+    private ArrayList<String[]> csvFileList;
+
+    public String[] getHeader() {
+        return header;
+    }
+
+    public void setHeader(String[] header) {
+        this.header = header;
+    }
+
+    public int getCsvRowCount() {
+        return csvRowCount;
+    }
+
+    public int getCsvColCount() {
+        return csvColCount;
+    }
+
+    public ArrayList<String[]> getCsvFileList() {
+        return csvFileList;
+    }
+
+    public void setCsvFileList(ArrayList<String[]> csvFileList) {
+        this.csvFileList = csvFileList;
+        this.csvColCount = csvFileList.get(0) != null?csvFileList.get(0).length:0;
+        this.csvRowCount = csvFileList.size();
+    }
+
+    public Matrix toMatrix() throws Exception {
+        double[][] arr = new double[csvFileList.size()][csvFileList.get(0).length];
+        for (int i = 0; i < csvFileList.size(); i++) {
+            for (int j = 0; j < csvFileList.get(0).length; j++) {
+                try {
+                    arr[i][j] = Double.parseDouble(csvFileList.get(i)[j]);
+                }catch (NumberFormatException e){
+                    throw new Exception("Csv中含有非数字字符，无法转换成Matrix对象");
+                }
+            }
+        }
+        return new Matrix(arr);
+    }
+
+}

algorithm/src/main/java/com/mh/algorithm/utils/CsvUtil.java

@@ -0,0 +1,66 @@
+package com.mh.algorithm.utils;
+
+import com.csvreader.CsvReader;
+import com.csvreader.CsvWriter;
+import com.mh.algorithm.matrix.Matrix;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+
+public class CsvUtil {
+    /**
+     * 获取CSV中的信息
+     * @param hasHeader 是否含有表头
+     * @param path CSV文件的路径
+     * @return
+     * @throws IOException
+     */
+    public static CsvInfo getCsvInfo(boolean hasHeader , String path) throws IOException {
+        //创建csv对象，存储csv中的信息
+        CsvInfo csvInfo = new CsvInfo();
+        //获取CsvReader流
+        CsvReader csvReader = new CsvReader(path, ',', StandardCharsets.UTF_8);
+        if(hasHeader){
+            csvReader.readHeaders();
+        }
+        //获取Csv中的所有记录
+        ArrayList<String[]> csvFileList = new ArrayList<String[]>();
+        while (csvReader.readRecord()) {
+            csvFileList.add(csvReader.getValues());
+        }
+        //赋值
+        csvInfo.setHeader(csvReader.getHeaders());
+        csvInfo.setCsvFileList(csvFileList);
+        //关闭流
+        csvReader.close();
+        return csvInfo;
+    }
+
+    /**
+     * 将矩阵写入到csv文件中
+     * @param header 表头
+     * @param data 以矩阵形式存放的数据
+     * @param path 写入的文件地址
+     * @throws Exception
+     */
+    public static void createCsvFile(String[] header,Matrix data,String path) throws Exception {
+
+        if (header!=null && header.length != data.getMatrixColCount()) {
+            throw new Exception("表头列数与数据列数不符");
+        }
+        CsvWriter csvWriter = new CsvWriter(path, ',', StandardCharsets.UTF_8);
+
+        if (header != null) {
+            csvWriter.writeRecord(header);
+        }
+        for (int i = 0; i < data.getMatrixRowCount(); i++) {
+            String[] record = new String[data.getMatrixColCount()];
+            for (int j = 0; j < data.getMatrixColCount(); j++) {
+                record[j] = data.getValOfIdx(i, j)+"";
+            }
+            csvWriter.writeRecord(record);
+        }
+        csvWriter.close();
+    }
+}

algorithm/src/main/java/com/mh/algorithm/utils/DoubleUtil.java

@@ -0,0 +1,20 @@
+package com.mh.algorithm.utils;
+
+/**
+ * @program: top-algorithm-set
+ * @description: DoubleTool
+ * @author: Mr.Zhao
+ * @create: 2020-11-12 21:54
+ **/
+public class DoubleUtil {
+
+    private static final Double MAX_ERROR = 0.0001;
+
+    public static boolean equals(Double a, Double b) {
+        return Math.abs(a - b)< MAX_ERROR;
+    }
+
+    public static boolean equals(Double a, Double b,Double maxError) {
+        return Math.abs(a - b)< maxError;
+    }
+}

algorithm/src/main/java/com/mh/algorithm/utils/MatrixUtil.java

@@ -0,0 +1,297 @@
+package com.mh.algorithm.utils;
+
+import Jama.EigenvalueDecomposition;
+import com.mh.algorithm.matrix.Matrix;
+
+import java.util.*;
+
+public class MatrixUtil {
+    /**
+     * 创建一个单位矩阵
+     * @param matrixRowCount 单位矩阵的纬度
+     * @return
+     */
+    public static Matrix eye(int matrixRowCount){
+        double[][] result = new double[matrixRowCount][matrixRowCount];
+        for (int i = 0; i < matrixRowCount; i++) {
+            for (int j = 0; j < matrixRowCount; j++) {
+                if(i == j){
+                    result[i][j] = 1;
+                }else{
+                    result[i][j] = 0;
+                }
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 求矩阵的逆
+     * 原理:AE=EA^-1
+     * @param a
+     * @return
+     * @throws Exception
+     */
+    public static Matrix inv(Matrix a) throws Exception {
+        if (!invable(a)) {
+            throw new Exception("矩阵不可逆");
+        }
+        // [a|E]
+        Matrix b = a.splice(1, eye(a.getMatrixRowCount()));
+        double[][] data = b.getMatrix();
+        int rowCount = b.getMatrixRowCount();
+        int colCount = b.getMatrixColCount();
+        //此处应用a的列数，为简化，直接用b的行数
+        for (int j = 0; j < rowCount; j++) {
+            //若遇到0则交换两行
+            int notZeroRow = -2;
+            if(data[j][j] == 0){
+                notZeroRow = -1;
+                for (int l = j; l < rowCount; l++) {
+                    if (data[l][j] != 0) {
+                        notZeroRow = l;
+                        break;
+                    }
+                }
+            }
+            if (notZeroRow == -1) {
+                throw new Exception("矩阵不可逆");
+            }else if(notZeroRow != -2){
+                //交换j与notZeroRow两行
+                double[] tmp = data[j];
+                data[j] = data[notZeroRow];
+                data[notZeroRow] = tmp;
+            }
+            //将第data[j][j]化为1
+            if (data[j][j] != 1) {
+                double multiple = data[j][j];
+                for (int colIdx = j; colIdx < colCount; colIdx++) {
+                    data[j][colIdx] /= multiple;
+                }
+            }
+            //行与行相减
+            for (int i = 0; i < rowCount; i++) {
+                if (i != j) {
+                    double multiple = data[i][j] / data[j][j];
+                    //遍历行中的列
+                    for (int k = j; k < colCount; k++) {
+                        data[i][k] = data[i][k] - multiple * data[j][k];
+                    }
+                }
+            }
+        }
+        Matrix result = new Matrix(data);
+        return result.subMatrix(0, rowCount, rowCount, rowCount);
+    }
+
+    /**
+     * 求矩阵的伴随矩阵
+     * 原理:A*=|A|A^-1
+     * @param a
+     * @return
+     * @throws Exception
+     */
+    public static Matrix adj(Matrix a) throws Exception {
+        return inv(a).multiple(det(a));
+    }
+
+    /**
+     * 矩阵转成上三角矩阵
+     * @param a
+     * @return
+     * @throws Exception
+     */
+    public static Matrix getTopTriangle(Matrix a) throws Exception {
+        if (!a.isSquareMatrix()) {
+            throw new Exception("不是方阵无法进行计算");
+        }
+        int matrixHeight = a.getMatrixRowCount();
+        double[][] result = a.getMatrix();
+        //遍历列
+        for (int j = 0; j < matrixHeight; j++) {
+            //遍历行
+            for (int i = j+1; i < matrixHeight; i++) {
+                //若遇到0则交换两行
+                int notZeroRow = -2;
+                if(result[j][j] == 0){
+                    notZeroRow = -1;
+                    for (int l = i; l < matrixHeight; l++) {
+                        if (result[l][j] != 0) {
+                            notZeroRow = l;
+                            break;
+                        }
+                    }
+                }
+                if (notZeroRow == -1) {
+                    throw new Exception("矩阵不可逆");
+                }else if(notZeroRow != -2){
+                    //交换j与notZeroRow两行
+                    double[] tmp = result[j];
+                    result[j] = result[notZeroRow];
+                    result[notZeroRow] = tmp;
+                }
+
+                double multiple = result[i][j]/result[j][j];
+                //遍历行中的列
+                for (int k = j; k < matrixHeight; k++) {
+                    result[i][k] = result[i][k] - multiple * result[j][k];
+                }
+            }
+        }
+        return new Matrix(result);
+    }
+
+    /**
+     * 计算矩阵的行列式
+     * @param a
+     * @return
+     * @throws Exception
+     */
+    public static double det(Matrix a) throws Exception {
+        //将矩阵转成上三角矩阵
+        Matrix b = MatrixUtil.getTopTriangle(a);
+        double result = 1;
+        //计算矩阵行列式
+        for (int i = 0; i < b.getMatrixRowCount(); i++) {
+            result *= b.getValOfIdx(i, i);
+        }
+        return result;
+    }
+    /**
+     * 获取协方差矩阵
+     * @param a
+     * @return
+     * @throws Exception
+     */
+    public static Matrix cov(Matrix a) throws Exception {
+        if (a.getMatrix() == null) {
+            throw new Exception("矩阵为空");
+        }
+        Matrix avg = a.getColAvg().extend(2, a.getMatrixRowCount());
+        Matrix tmp = a.subtract(avg);
+        return tmp.transpose().multiple(tmp).multiple(1/((double) a.getMatrixRowCount() -1));
+    }
+
+    /**
+     * 判断矩阵是否可逆
+     * 如果可转为上三角矩阵则可逆
+     * @param a
+     * @return
+     */
+    public static boolean invable(Matrix a) {
+        try {
+            getTopTriangle(a);
+            return true;
+        } catch (Exception e) {
+            return false;
+        }
+    }
+
+    /**
+     * 获取矩阵的特征值矩阵，调用Jama中的getV方法
+     * @param a
+     * @return
+     */
+    public static Matrix getV(Matrix a) {
+        EigenvalueDecomposition eig = new EigenvalueDecomposition(new Jama.Matrix(a.getMatrix()));
+        return new Matrix(eig.getV().getArray());
+    }
+
+    /**
+     * 取特征值实部
+     * @param a
+     * @return
+     */
+    public double[] getRealEigenvalues(Matrix a){
+        EigenvalueDecomposition eig = new EigenvalueDecomposition(new Jama.Matrix(a.getMatrix()));
+        return eig.getRealEigenvalues();
+    }
+
+    /**
+     * 取特征值虚部
+     * @param a
+     * @return
+     */
+    public double[] getImagEigenvalues(Matrix a){
+        EigenvalueDecomposition eig = new EigenvalueDecomposition(new Jama.Matrix(a.getMatrix()));
+        return eig.getImagEigenvalues();
+    }
+
+    /**
+     * 取块对角特征值矩阵
+     * @param a
+     * @return
+     */
+    public static Matrix getD(Matrix a) {
+        EigenvalueDecomposition eig = new EigenvalueDecomposition(new Jama.Matrix(a.getMatrix()));
+        return new Matrix(eig.getD().getArray());
+    }
+
+    /**
+     * 数据归一化
+     * @param a 要归一化的数据
+     * @param normalizationMin  要归一化的区间下限
+     * @param normalizationMax  要归一化的区间上限
+     * @return
+     */
+    public static Map<String, Object> normalize(Matrix a, double normalizationMin, double normalizationMax) throws Exception {
+        HashMap<String, Object> result = new HashMap<>();
+        double[][] maxArr = new double[1][a.getMatrixColCount()];
+        double[][] minArr = new double[1][a.getMatrixColCount()];
+        double[][] res = new double[a.getMatrixRowCount()][a.getMatrixColCount()];
+        for (int i = 0; i < a.getMatrixColCount(); i++) {
+            List tmp = new ArrayList();
+            for (int j = 0; j < a.getMatrixRowCount(); j++) {
+                tmp.add(a.getValOfIdx(j,i));
+            }
+            double max = (double) Collections.max(tmp);
+            double min = (double) Collections.min(tmp);
+            //数据归一化(注:若max与min均为0则不需要归一化)
+            if (max != 0 || min != 0) {
+                for (int j = 0; j < a.getMatrixRowCount(); j++) {
+                    try {
+                        if ((a.getValOfIdx(j,i) - min) == 0 || (max - min) == 0) {
+                            res[j][i] = normalizationMin;
+                            continue;
+                        }
+                        res[j][i] = normalizationMin + (a.getValOfIdx(j,i) - min) / (max - min) * (normalizationMax - normalizationMin);
+                    } catch (IllegalArgumentException e) {
+                        res[j][i] = 0;
+                    }
+                }
+            }
+            maxArr[0][i] = max;
+            minArr[0][i] = min;
+        }
+        result.put("max", new Matrix(maxArr));
+        result.put("min", new Matrix(minArr));
+        result.put("res", new Matrix(res));
+        return result;
+    }
+
+    /**
+     * 反归一化
+     * @param a 要反归一化的数据
+     * @param normalizationMin 要反归一化的区间下限
+     * @param normalizationMax 要反归一化的区间上限
+     * @param dataMax   数据最大值
+     * @param dataMin   数据最小值
+     * @return
+     */
+    public static Matrix inverseNormalize(Matrix a, double normalizationMax, double normalizationMin , Matrix dataMax,Matrix dataMin){
+        double[][] res = new double[a.getMatrixRowCount()][a.getMatrixColCount()];
+        for (int i = 0; i < a.getMatrixColCount(); i++) {
+            //数据反归一化
+            if (dataMin.getValOfIdx(0,i) != 0 || dataMax.getValOfIdx(0,i) != 0) {
+                for (int j = 0; j < a.getMatrixRowCount(); j++) {
+                    if ((a.getValOfIdx(j,i) - normalizationMin) == 0 || (normalizationMax - normalizationMin) == 0) {
+                        res[j][i] = dataMin.getValOfIdx(0,i);
+                        continue;
+                    }
+                    res[j][i] = dataMin.getValOfIdx(0,i) + (dataMax.getValOfIdx(0,i) - dataMin.getValOfIdx(0,i)) * (a.getValOfIdx(j,i) - normalizationMin) / (normalizationMax - normalizationMin);
+                }
+            }
+        }
+        return new Matrix(res);
+    }
+}

algorithm/src/main/java/com/mh/algorithm/utils/SerializationUtil.java

@@ -0,0 +1,32 @@
+package com.mh.algorithm.utils;
+
+import java.io.*;
+
+public class SerializationUtil {
+    /**
+     * 对象序列化到本地
+     * @param object
+     * @throws IOException
+     */
+    public static void serialize(Object object, String path) throws IOException {
+        File file = new File(path);
+        System.out.println(file.getAbsolutePath());
+        ObjectOutputStream out = new ObjectOutputStream(new FileOutputStream(file));
+        out.writeObject(object);
+        out.close();
+    }
+
+    /**
+     * 对象反序列化
+     * @return
+     * @throws IOException
+     * @throws ClassNotFoundException
+     */
+    public static Object deSerialization(String path) throws IOException, ClassNotFoundException {
+        File file = new File(path);
+        ObjectInputStream oin = new ObjectInputStream(new FileInputStream(file));
+        Object object = oin.readObject();
+        oin.close();
+        return object;
+    }
+}

algorithm/src/test/java/com/mh/algorithm/bpnn/bpnnTest.java

@@ -0,0 +1,71 @@
+package com.mh.algorithm.bpnn;
+
+import com.mh.algorithm.matrix.Matrix;
+import com.mh.algorithm.utils.CsvInfo;
+import com.mh.algorithm.utils.CsvUtil;
+import com.mh.algorithm.utils.SerializationUtil;
+import org.junit.Test;
+
+import java.util.Date;
+
+public class bpnnTest {
+    @Test
+    public void test() throws Exception {
+        // 创建训练集矩阵
+        CsvInfo csvInfo = CsvUtil.getCsvInfo(true, "D:\\ljf\\my_pro\\top-algorithm-set-dev\\src\\trainDataElec.csv");
+        Matrix trainSet = csvInfo.toMatrix();
+        // 创建BPNN工厂对象
+        BPNeuralNetworkFactory factory = new BPNeuralNetworkFactory();
+        // 创建BP参数对象
+        BPParameter bpParameter = new BPParameter();
+        bpParameter.setInputLayerNeuronCount(2);
+        bpParameter.setHiddenLayerNeuronCount(2);
+        bpParameter.setOutputLayerNeuronCount(2);
+        bpParameter.setPrecision(0.01);
+        bpParameter.setMaxTimes(10000);
+
+        // 训练BP神经网络
+        System.out.println(new Date());
+        BPModel bpModel = factory.trainBP(bpParameter, trainSet);
+        System.out.println(new Date());
+
+        // 将BPModel序列化到本地
+        SerializationUtil.serialize(bpModel, "elec");
+
+        CsvInfo csvInfo2 = CsvUtil.getCsvInfo(true, "D:\\ljf\\my_pro\\top-algorithm-set-dev\\src\\testDataElec.csv");
+        Matrix testSet = csvInfo2.toMatrix();
+
+        Matrix testData1 = testSet.subMatrix(0, testSet.getMatrixRowCount(), 0, testSet.getMatrixColCount() - 2);
+        Matrix testLabel = testSet.subMatrix(0, testSet.getMatrixRowCount(), testSet.getMatrixColCount() - 2, 1);
+        // 将BPModel反序列化
+        BPModel bpModel1 = (BPModel) SerializationUtil.deSerialization("elec");
+        Matrix result = factory.computeBP(bpModel1, testData1);
+
+        int total = result.getMatrixRowCount();
+        int correct = 0;
+        for (int i = 0; i < result.getMatrixRowCount(); i++) {
+            if(Math.round(result.getValOfIdx(i,0)) == testLabel.getValOfIdx(i,0)){
+                correct++;
+            }
+        }
+        double correctRate = Double.valueOf(correct) / Double.valueOf(total);
+        System.out.println(correctRate);
+    }
+
+    /**
+     * 使用示例
+     * @throws Exception
+     */
+    @Test
+    public void bpnnUsing() throws Exception{
+        CsvInfo csvInfo = CsvUtil.getCsvInfo(false, "D:\\ljf\\my_pro\\top-algorithm-set-dev\\src\\dataElec.csv");
+        Matrix data = csvInfo.toMatrix();
+        // 将BPModel反序列化
+        BPModel bpModel1 = (BPModel) SerializationUtil.deSerialization("elec");
+        // 创建工厂
+        BPNeuralNetworkFactory factory = new BPNeuralNetworkFactory();
+        Matrix result = factory.computeBP(bpModel1, data);
+        CsvUtil.createCsvFile(null,result,"D:\\ljf\\my_pro\\top-algorithm-set-dev\\src\\computeResult.csv");
+    }
+
+}

algorithm/src/test/java/com/mh/algorithm/knn/knnTest.java

@@ -0,0 +1,46 @@
+//package com.mh.algorithm.knn;
+//
+//import com.mh.algorithm.matrix.Matrix;
+//import com.mh.algorithm.utils.CsvInfo;
+//import com.mh.algorithm.utils.CsvUtil;
+//import com.mh.algorithm.utils.DoubleUtil;
+//import org.junit.Test;
+//
+///**
+// * @program: top-algorithm-set
+// * @description:
+// * @author: Mr.Zhao
+// * @create: 2020-10-26 22:04
+// **/
+//public class knnTest {
+//    @Test
+//    public void test() throws Exception {
+//        // 训练集
+//        CsvInfo csvInfo = CsvUtil.getCsvInfo(false, "E:\\jarTest\\trainData.csv");
+//        Matrix trainSet = csvInfo.toMatrix();
+//        Matrix trainSetLabels = trainSet.getColOfIdx(trainSet.getMatrixColCount() - 1);
+//        Matrix trainSetData = trainSet.subMatrix(0, trainSet.getMatrixRowCount(), 0, trainSet.getMatrixColCount() - 1);
+//
+//        CsvInfo csvInfo1 = CsvUtil.getCsvInfo(false, "E:\\jarTest\\testData.csv");
+//        Matrix testSet = csvInfo1.toMatrix();
+//        Matrix testSetData = trainSet.subMatrix(0, testSet.getMatrixRowCount(), 0, testSet.getMatrixColCount() - 1);
+//        Matrix testSetLabels = trainSet.getColOfIdx(testSet.getMatrixColCount() - 1);
+//
+//        // 分类
+//        long startTime = System.currentTimeMillis();
+//        Matrix result = KNN.classify(testSetData, trainSetData, trainSetLabels, 5);
+//        long endTime = System.currentTimeMillis();
+//        System.out.println("run time:" + (endTime - startTime));
+//        // 正确率
+//        Matrix error = result.subtract(testSetLabels);
+//        int total = error.getMatrixRowCount();
+//        int correct = 0;
+//        for (int i = 0; i < error.getMatrixRowCount(); i++) {
+//            if (DoubleUtil.equals(error.getValOfIdx(i, 0), 0.0)) {
+//                correct++;
+//            }
+//        }
+//        double correctRate = Double.valueOf(correct) / Double.valueOf(total);
+//        System.out.println("correctRate:"+ correctRate);
+//    }
+//}

common/pom.xml

@@ -34,13 +34,24 @@
         <dependency>
             <groupId>com.github.pagehelper</groupId>
             <artifactId>pagehelper-spring-boot-starter</artifactId>
-            <version>1.4.7</version>
-        </dependency>
-        <!-- web -->
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-web</artifactId>
+            <version>2.1.0</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>org.apache.logging.log4j</groupId>
+                    <artifactId>log4j-api</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.apache.logging.log4j</groupId>
+                    <artifactId>log4j-core</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>org.apache.logging.log4j</groupId>
+                    <artifactId>log4j-to-slf4j</artifactId>
+                </exclusion>
+            </exclusions>
+
         </dependency>
+
         <!-- commons-beanutils -->
         <dependency>
             <groupId>commons-beanutils</groupId>
@@ -59,12 +70,11 @@
             <artifactId>commons-collections4</artifactId>
             <version>4.4</version>
         </dependency>
-
         <!-- poi -->
         <dependency>
             <groupId>org.apache.poi</groupId>
             <artifactId>poi-ooxml</artifactId>
-            <version>5.2.4</version>
+            <version>4.1.2</version>
         </dependency>
     </dependencies>
 </project>

common/src/main/java/com/mh/common/annotation/SysLogger.java

@@ -1,13 +1,13 @@
-package com.mh.common.annotation;
-
-import java.lang.annotation.*;
-
-/**
- * Created by fangzhipeng on 2017/7/12.
- */
-@Target(ElementType.METHOD)
-@Retention(RetentionPolicy.RUNTIME)
-@Documented
-public @interface SysLogger {
-    String value() default "";
-}
+//package com.mh.common.annotation;
+//
+//import java.lang.annotation.*;
+//
+///**
+// * Created by fangzhipeng on 2017/7/12.
+// */
+//@Target(ElementType.METHOD)
+//@Retention(RetentionPolicy.RUNTIME)
+//@Documented
+//public @interface SysLogger {
+//    String value() default "";
+//}

common/src/main/java/com/mh/common/utils/FileUtils.java

@@ -1,42 +1,42 @@
-package com.mh.common.utils;
-
-import javax.servlet.http.HttpServletResponse;
-import java.io.BufferedInputStream;
-import java.io.BufferedOutputStream;
-import java.io.File;
-import java.io.FileInputStream;
-import java.io.InputStream;
-
-/**
- * 文件相关操作
- * @author Louis
- * @date Jan 14, 2019
- */
-public class FileUtils {
-
-	/**
-	 * 下载文件
-	 * @param response
-	 * @param file
-	 * @param newFileName
-	 */
-	public static void downloadFile(HttpServletResponse response, File file, String newFileName) {
-		try {
-			response.setHeader("Content-Disposition", "attachment; filename=" + new String(newFileName.getBytes("ISO-8859-1"), "UTF-8"));
-			BufferedOutputStream bos = new BufferedOutputStream(response.getOutputStream());
-			InputStream is = new FileInputStream(file.getAbsolutePath());
-			BufferedInputStream bis = new BufferedInputStream(is);
-			int length = 0;
-			byte[] temp = new byte[1 * 1024 * 10];
-			while ((length = bis.read(temp)) != -1) {
-				bos.write(temp, 0, length);
-			}
-			bos.flush();
-			bis.close();
-			bos.close();
-			is.close();
-		} catch (Exception e) {
-			e.printStackTrace();
-		}
-	}
-}
+//package com.mh.common.utils;
+//
+//import javax.servlet.http.HttpServletResponse;
+//import java.io.BufferedInputStream;
+//import java.io.BufferedOutputStream;
+//import java.io.File;
+//import java.io.FileInputStream;
+//import java.io.InputStream;
+//
+///**
+// * 文件相关操作
+// * @author Louis
+// * @date Jan 14, 2019
+// */
+//public class FileUtils {
+//
+//	/**
+//	 * 下载文件
+//	 * @param response
+//	 * @param file
+//	 * @param newFileName
+//	 */
+//	public static void downloadFile(HttpServletResponse response, File file, String newFileName) {
+//		try {
+//			response.setHeader("Content-Disposition", "attachment; filename=" + new String(newFileName.getBytes("ISO-8859-1"), "UTF-8"));
+//			BufferedOutputStream bos = new BufferedOutputStream(response.getOutputStream());
+//			InputStream is = new FileInputStream(file.getAbsolutePath());
+//			BufferedInputStream bis = new BufferedInputStream(is);
+//			int length = 0;
+//			byte[] temp = new byte[1 * 1024 * 10];
+//			while ((length = bis.read(temp)) != -1) {
+//				bos.write(temp, 0, length);
+//			}
+//			bos.flush();
+//			bis.close();
+//			bos.close();
+//			is.close();
+//		} catch (Exception e) {
+//			e.printStackTrace();
+//		}
+//	}
+//}

pom.xml

@@ -11,6 +11,7 @@
     <modules>
         <module>common</module>
         <module>user-service</module>
+        <module>algorithm</module>
     </modules>
 
     <parent>
@@ -29,37 +30,10 @@
     </properties>
 
     <dependencies>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-test</artifactId>
-            <scope>test</scope>
-        </dependency>
         <dependency>
             <groupId>org.jolokia</groupId>
             <artifactId>jolokia-core</artifactId>
         </dependency>
-        <dependency>
-            <groupId>io.springfox</groupId>
-            <artifactId>springfox-swagger2</artifactId>
-            <version>${swagger.version}</version>
-        </dependency>
-        <dependency>
-            <groupId>io.springfox</groupId>
-            <artifactId>springfox-swagger-ui</artifactId>
-            <version>${swagger.version}</version>
-        </dependency>
-        <!--        添加consul依赖-->
-<!--        <dependency>-->
-<!--            <groupId>org.springframework.cloud</groupId>-->
-<!--            <artifactId>spring-cloud-starter-consul-discovery</artifactId>-->
-<!--        </dependency>-->
-
-        <!-- https://mvnrepository.com/artifact/org.springframework.boot/spring-boot-starter-aop -->
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-aop</artifactId>
-            <version>2.2.5.RELEASE</version>
-        </dependency>
         <dependency>
             <groupId>org.rxtx</groupId>
             <artifactId>rxtx</artifactId>

user-service/pom.xml

@@ -58,11 +58,6 @@
             <artifactId>mybatis-spring-boot-starter</artifactId>
             <version>2.3.0</version>
         </dependency>
-<!--        &lt;!&ndash;        mysql数据库链接&ndash;&gt;-->
-<!--        <dependency>-->
-<!--            <groupId>mysql</groupId>-->
-<!--            <artifactId>mysql-connector-java</artifactId>-->
-<!--        </dependency>-->
         <!--        druid配置-->
         <dependency>
             <groupId>com.alibaba</groupId>
@@ -74,11 +69,6 @@
             <artifactId>mssql-jdbc</artifactId>
             <scope>runtime</scope>
         </dependency>
-<!--        <dependency>-->
-<!--            <groupId>io.netty</groupId>-->
-<!--            <artifactId>netty-all</artifactId>-->
-<!--            <version>5.0.0.Alpha2</version>-->
-<!--        </dependency>-->
 <!--        登录验证码-->
         <dependency>
             <groupId>com.github.penggle</groupId>
@@ -105,17 +95,22 @@
             <version>0.0.1-SNAPSHOT</version>
         </dependency>
 
-        <!--        添加consul依赖-->
-<!--        <dependency>-->
-<!--            <groupId>org.springframework.cloud</groupId>-->
-<!--            <artifactId>spring-cloud-starter-consul-discovery</artifactId>-->
-<!--        </dependency>-->
+        <dependency>
+            <groupId>io.springfox</groupId>
+            <artifactId>springfox-swagger2</artifactId>
+            <version>${swagger.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>io.springfox</groupId>
+            <artifactId>springfox-swagger-ui</artifactId>
+            <version>${swagger.version}</version>
+        </dependency>
 
-        <!--spring-boot-admin -->
+        <!-- https://mvnrepository.com/artifact/org.springframework.boot/spring-boot-starter-aop -->
         <dependency>
-            <groupId>de.codecentric</groupId>
-            <artifactId>spring-boot-admin-starter-client</artifactId>
-            <version>2.2.2</version>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-aop</artifactId>
+            <version>2.2.5.RELEASE</version>
         </dependency>
 <!--        Lombok-->
         <dependency>
@@ -148,6 +143,36 @@
             <version>4.4</version>
         </dependency>
 
+        <!--解决高版本JDK问题-->
+        <!--javax.xml.bind.DatatypeConverter错误-->
+        <dependency>
+            <groupId>javax.xml.bind</groupId>
+            <artifactId>jaxb-api</artifactId>
+            <version>2.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.sun.xml.bind</groupId>
+            <artifactId>jaxb-impl</artifactId>
+            <version>2.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.sun.xml.bind</groupId>
+            <artifactId>jaxb-core</artifactId>
+            <version>2.3.0</version>
+        </dependency>
+        <dependency>
+            <groupId>javax.activation</groupId>
+            <artifactId>activation</artifactId>
+            <version>1.1.1</version>
+        </dependency>
+
+        <!-- 算法包 -->
+        <dependency>
+            <groupId>com.mh</groupId>
+            <artifactId>algorithm</artifactId>
+            <version>1.0.0</version>
+        </dependency>
+
     </dependencies>
     <dependencyManagement>
         <dependencies>

user-service/src/main/java/com/mh/user/aspect/SysLogAspect.java

@@ -16,6 +16,7 @@ import org.aspectj.lang.annotation.Aspect;
 import org.aspectj.lang.annotation.Pointcut;
 import org.aspectj.lang.reflect.MethodSignature;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.annotation.Lazy;
 import org.springframework.stereotype.Component;
 
 import java.lang.reflect.Method;
@@ -27,6 +28,7 @@ import java.util.Date;
  */
 @Aspect
 @Component
+@Lazy(value = false)
 public class SysLogAspect {
 
 	@Autowired

user-service/src/main/java/com/mh/user/config/RestTemplateConfig.java

@@ -1,14 +1,22 @@
 package com.mh.user.config;
 
+import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
+import org.springframework.web.client.RestTemplate;
 
 /**
- * @author ljf
+ * @author LJF
  * @title ：
- * @description ： redis配置
+ * @description 请求数据
  * @updateTime 2020-08-20
  * @throws ：
  */
 @Configuration
 public class RestTemplateConfig {
+
+    @Bean
+    public RestTemplate restTemplate() {
+        return new RestTemplate();
+    }
+
 }

user-service/src/main/java/com/mh/user/constants/Constant.java

@@ -9,8 +9,9 @@ package com.mh.user.constants;
  */
 public class Constant {
 
-    public static final CharSequence CUSTOM_NAME_HUAXIA = "华厦";
+    public static final CharSequence CUSTOM_NAME_HUAXIA = "华夏";
     public static final CharSequence CUSTOM_NAME_GUANGSHANG = "广商";
+    public static final String WEATHER_DATA = "weather_data";
     public static boolean CONTROL_WEB_FLAG = false;
 	public static boolean SEND_STATUS = false;           // 指令发送状态
     public static volatile boolean FLAG = false;
@@ -42,6 +43,8 @@ public class Constant {
 
     public static final String BRAND_RUI_XING = "瑞星";
 
+    public static final String BRAND_HAI_ER = "海尔";
+
     public static final String BRAND_YUAN_XIANG = "远向";
 
     public static final String BRAND_DING_WEI = "顶威";

user-service/src/main/java/com/mh/user/constants/DeviceEnum.java

@@ -0,0 +1,59 @@
+package com.mh.user.constants;
+
+import com.mh.user.factory.*;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 设备枚举类
+ * @date 2024-03-19 10:06:29
+ */
+public enum DeviceEnum {
+
+    WtMeterEnum("水表", WtMeter.getInstance()),
+    EleMeterEnum("电表", EleMeter.getInstance()),
+    PressureTransEnum("压变", PressureTrans.getInstance()),
+    HeatPumpEnum("热泵", HeatPump.getInstance()),
+    TempControlEnum("温控", TempControl.getInstance()),
+    TimeControlEnum("时控", TimeControl.getInstance()),
+    WaterLevelSwitchEnum("水位开关", WaterLevelSwitch.getInstance()),
+    StatusCheckEnum("状态检测", StatusCheck.getInstance()),
+    TempTransEnum("温度变送器", TempTrans.getInstance()),
+    HeatPumpStatusEnum("热泵状态", HeatPumpStatus.getInstance());
+
+    private String deviceType;
+
+    private Device device;
+
+    private
+    DeviceEnum(String deviceType, Device device) {
+        this.deviceType = deviceType;
+        this.device = device;
+    }
+
+    public String getDeviceType() {
+        return deviceType;
+    }
+
+    public void setDeviceType(String deviceType) {
+        this.deviceType = deviceType;
+    }
+
+    public Device getDevice() {
+        return device;
+    }
+
+    public void setDevice(Device device) {
+        this.device = device;
+    }
+
+    public static Device getDevice(String deviceType) {
+        for (DeviceEnum deviceEnum : DeviceEnum.values()) {
+            if (deviceEnum.getDeviceType().equals(deviceType)) {
+                return deviceEnum.getDevice();
+            }
+        }
+        return null;
+    }
+}

user-service/src/main/java/com/mh/user/constants/DeviceStrategyEnum.java

@@ -0,0 +1,59 @@
+package com.mh.user.constants;
+
+import com.mh.user.factory.*;
+import com.mh.user.strategy.*;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 设备枚举类
+ * @date 2024-03-19 10:06:29
+ */
+public enum DeviceStrategyEnum {
+
+    WtMeterEnum("水表", WtMeterStrategy.getInstance()),
+    EleMeterEnum("电表", EleMeterStrategy.getInstance()),
+    PressureTransEnum("压变", PressureTransStrategy.getInstance()),
+    HeatPumpEnum("热泵", HeatPumpStrategy.getInstance()),
+    TempControlEnum("温控", TempControlStrategy.getInstance()),
+    TimeControlEnum("时控", TimeControlStrategy.getInstance()),
+    WaterLevelSwitchEnum("水位开关", WaterLevelSwitchStrategy.getInstance()),
+    StatusCheckEnum("状态检测", StatusCheckStrategy.getInstance()),
+    TempTransEnum("温度变送器", TempTransStrategy.getInstance()),
+    HeatPumpStatusEnum("热泵状态", HeatPumpStatusStrategy.getInstance());
+
+    private String deviceType;
+
+    private DeviceStrategy deviceStrategy;
+
+    private DeviceStrategyEnum(String deviceType, DeviceStrategy deviceStrategy) {
+        this.deviceType = deviceType;
+        this.deviceStrategy = deviceStrategy;
+    }
+
+    public String getDeviceType() {
+        return deviceType;
+    }
+
+    public void setDeviceType(String deviceType) {
+        this.deviceType = deviceType;
+    }
+
+    public DeviceStrategy getDeviceStrategy() {
+        return deviceStrategy;
+    }
+
+    public void setDeviceStrategy(DeviceStrategy deviceStrategy) {
+        this.deviceStrategy = deviceStrategy;
+    }
+
+    public static DeviceStrategy getDeviceStrategy(String deviceType) {
+        for (DeviceStrategyEnum deviceEnum : DeviceStrategyEnum.values()) {
+            if (deviceEnum.getDeviceType().equals(deviceType)) {
+                return deviceEnum.getDeviceStrategy();
+            }
+        }
+        return null;
+    }
+}

user-service/src/main/java/com/mh/user/controller/AnalysisController.java

@@ -39,7 +39,7 @@ public class AnalysisController {
 
     }
 
-    @PostMapping("/queryMonth") //type=1（水），2（电），3（能耗）
+    @PostMapping("/queryMonth") //type=1（水），2（电），3（能耗），4（维保），5（使用时间）
     public HttpResult queryAnalysisMonth(@RequestParam(value = "curDate",required = true) String curDate,
                                         @RequestParam(value = "buildingId",required = true) String buildingId,
                                         @RequestParam(value = "type",defaultValue = "3") int type) {

user-service/src/main/java/com/mh/user/controller/BuildingController.java

@@ -78,14 +78,14 @@ public class BuildingController {
 
     // 删除多
     @PostMapping(value="/deletes")
-    public HttpResult delete(@RequestBody List<BuildingEntity> records) {
+    public HttpResult deleteDevices(@RequestBody List<BuildingEntity> records) {
         return HttpResult.ok(buildingService.deleteBuilding(records));
     }
 
     // 删除单个
     @SysLogger(title="楼栋信息",optDesc = "删除楼栋信息")
     @PostMapping(value="/delete")
-    public HttpResult delete(@RequestParam String id ) {
+    public HttpResult deleteDevice(@RequestParam String id ) {
         return HttpResult.ok(buildingService.deleteBuilding(id));
     }
 
@@ -176,6 +176,9 @@ public class BuildingController {
                             rolName = "水箱高度";
                             break;
                         case 8 :
+                            rolName = "水箱高度(低区)";
+                            break;
+                        case 9 :
                             rolName = "热泵个数";
                             break;
                     }
@@ -195,8 +198,9 @@ public class BuildingController {
                 uploadEntity.setHouseCount(Integer.parseInt(deviceList.get(3)));        //每层宿舍数
                 uploadEntity.setBedCount(Integer.parseInt(deviceList.get(4)));          //床位数
                 uploadEntity.setCheckInCount(Integer.parseInt(deviceList.get(5)));      //实际入住数
-                uploadEntity.setTankHeight(Double.parseDouble(deviceList.get(6)));  //实际入住数
-                uploadEntity.setPumpCount(Integer.parseInt(deviceList.get(7)));  //实际入住数
+                uploadEntity.setTankHeight(Double.parseDouble(deviceList.get(6)));      //默认（高区）水箱高度
+                uploadEntity.setLowTankHeight(Double.parseDouble(deviceList.get(7)));   //低区水箱高度
+                uploadEntity.setPumpCount(Integer.parseInt(deviceList.get(8)));         //热泵个数
 
                 deviceList.clear();
 

user-service/src/main/java/com/mh/user/controller/ControlSetController.java

@@ -46,11 +46,11 @@ public class ControlSetController {
     }
 
     //查询设置表
-    @SysLogger(title="控制设置",optDesc = "查询设置值")
+    @SysLogger(title="控制设置",optDesc = "查询时控设置值")
     @PostMapping(value="/query")
-    public HttpResult queryControlSet(@RequestParam("buildingId") String buildingId) {
+    public HttpResult queryControlSet(@RequestParam("buildingId") String buildingId, @RequestParam(value = "timeName",required = false) String timeName) {
         try{
-            ControlSetEntity control=controlSetService.queryControlSet(buildingId);
+            ControlSetEntity control=controlSetService.queryControlSet(buildingId, timeName);
             return HttpResult.ok(control);
         }catch (Exception e){
 //            e.printStackTrace();

user-service/src/main/java/com/mh/user/controller/DeviceFloorController.java

@@ -7,7 +7,6 @@ import com.mh.user.entity.*;
 import com.mh.user.model.DeviceModel;
 import com.mh.user.service.BuildingService;
 import com.mh.user.service.DeviceFloorService;
-import com.mh.user.service.DeviceInstallService;
 import org.apache.poi.hssf.usermodel.HSSFCell;
 import org.apache.poi.hssf.usermodel.HSSFSheet;
 import org.apache.poi.hssf.usermodel.HSSFWorkbook;
@@ -19,12 +18,9 @@ import org.springframework.web.multipart.MultipartFile;
 import javax.servlet.http.HttpServletRequest;
 import java.io.IOException;
 import java.io.InputStream;
-import java.text.ParseException;
 import java.text.SimpleDateFormat;
 import java.util.ArrayList;
-import java.util.HashMap;
 import java.util.List;
-import java.util.Map;
 
 @RestController
 @RequestMapping("floor")
@@ -87,9 +83,9 @@ public class DeviceFloorController {
     }
 
     // 删除单个
-    @SysLogger(title="楼面设备",optDesc = "删除楼面设备信息")
     @PostMapping(value="/delete")
-    public HttpResult delete(@RequestParam String id ) {
+    @SysLogger(title="楼面设备",optDesc = "删除楼面设备信息")
+    public HttpResult deleteDevice(@RequestParam String id ) {
         return HttpResult.ok(deviceFloorService.deleteDevice(id));
     }
 

user-service/src/main/java/com/mh/user/controller/DeviceInstallController.java

@@ -7,10 +7,7 @@ import com.mh.user.annotation.SysLogger;
 import com.mh.user.entity.BuildingEntity;
 import com.mh.user.entity.DeviceInstallEntity;
 import com.mh.user.model.DeviceModel;
-import com.mh.user.service.BuildingService;
-import com.mh.user.service.DealDataService;
-import com.mh.user.service.DeviceInstallService;
-import com.mh.user.service.SummaryService;
+import com.mh.user.service.*;
 import org.apache.poi.hssf.usermodel.HSSFCell;
 import org.apache.poi.hssf.usermodel.HSSFSheet;
 import org.apache.poi.hssf.usermodel.HSSFWorkbook;
@@ -34,6 +31,10 @@ public class DeviceInstallController {
     @Autowired
     BuildingService buildingService;
 
+    @Autowired
+    private NowDataService nowDataService;
+
+
     private final DealDataService dealDataService;
 
     public DeviceInstallController(DealDataService dealDataService)
@@ -54,6 +55,21 @@ public class DeviceInstallController {
     public HttpResult updateDevice(@RequestBody DeviceInstallEntity deviceInstallEntity) {
         // 根据id查询对应的deviceInstall
         DeviceInstallEntity oldEntity = deviceInstallService.selectDeviceById(deviceInstallEntity.getId());
+
+        // 更新对应的实时记录内容
+        if (oldEntity.getDeviceType().equals("热泵")) {
+            String oldPumpId = oldEntity.getDeviceAddr();
+            String oldPumpName = oldEntity.getDeviceName();
+            String oldBuildingId = oldEntity.getBuildingId();
+
+            String pumpId = deviceInstallEntity.getDeviceAddr();
+            String pumpName = deviceInstallEntity.getDeviceName();
+            String buildingId = deviceInstallEntity.getBuildingId();
+            String buildingName = deviceInstallEntity.getBuildingName();
+
+            nowDataService.updatePumpName(oldPumpId, oldPumpName, oldBuildingId, pumpId, pumpName, buildingId, buildingName);
+        }
+
         // 删除全部的device_code_param值
         deviceInstallService.deleteParamCode(oldEntity);
         // 设置校验位
@@ -92,14 +108,14 @@ public class DeviceInstallController {
 
     // 删除多
     @PostMapping(value="/deletes")
-    public HttpResult delete(@RequestBody List<DeviceInstallEntity> records) {
+    public HttpResult deleteDevices(@RequestBody List<DeviceInstallEntity> records) {
         return HttpResult.ok(deviceInstallService.deleteDevice(records));
     }
 
     // 删除单个
     @SysLogger(title="基表信息",optDesc = "删除基表信息")
     @PostMapping(value="/delete")
-    public HttpResult delete(@RequestParam String id ) {
+    public HttpResult deleteDevice(@RequestParam String id ) {
         return HttpResult.ok(deviceInstallService.deleteDevice(id));
     }
 

user-service/src/main/java/com/mh/user/controller/EnergyPreController.java

@@ -0,0 +1,36 @@
+package com.mh.user.controller;
+
+import com.mh.common.http.HttpResult;
+import com.mh.user.dto.EnergyPreDTO;
+import com.mh.user.service.HistoryDataPreService;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import javax.annotation.Resource;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 用能预测controller
+ * @date 2024-05-09 17:24:48
+ */
+@RestController
+@RequestMapping("/energyPre")
+public class EnergyPreController {
+
+    @Resource
+    private HistoryDataPreService historyDataPreService;
+
+    @PostMapping("/topData")
+    public HttpResult getTopData(String buildingId, String type) {
+        return HttpResult.ok(historyDataPreService.getTopData(buildingId, type));
+    }
+
+    @PostMapping("/echartData")
+    public HttpResult getEnergyPre(String buildingId, String beginDate, String endDate, String type) {
+        return HttpResult.ok(historyDataPreService.getEnergyPre(buildingId, beginDate, endDate, type));
+    }
+
+}

user-service/src/main/java/com/mh/user/controller/KnowledgeDataController.java

@@ -0,0 +1,63 @@
+package com.mh.user.controller;
+
+import com.mh.common.http.HttpResult;
+import com.mh.common.page.PageRequest;
+import com.mh.common.page.PageResult;
+import com.mh.user.entity.KnowledgeDataEntity;
+import com.mh.user.service.KnowledgeDataService;
+import io.jsonwebtoken.lang.Assert;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.web.bind.annotation.*;
+
+import javax.annotation.Resource;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 知识库管理
+ * @date 2024-06-26 14:39:24
+ */
+@RestController
+@RequestMapping("/knowledge")
+public class KnowledgeDataController {
+
+    @Resource
+    private KnowledgeDataService knowledgeDataService;
+
+    @GetMapping("/query")
+    public HttpResult queryKnowledgeData(@RequestParam("pageNum") int pageNum, @RequestParam("pageSize") int pageSize) {
+        PageRequest pageRequest = new PageRequest();
+        pageRequest.setPageNum(pageNum);
+        pageRequest.setPageSize(pageSize);
+        return HttpResult.ok(knowledgeDataService.queryKnowledgeData(pageRequest));
+    }
+
+    @GetMapping("/{id}")
+    public HttpResult detail(@PathVariable(name = "id") Long id) {
+        KnowledgeDataEntity knowledgeData = knowledgeDataService.getById(id);
+        Assert.notNull(knowledgeData, "该文章已被删除");
+        return HttpResult.ok(knowledgeData);
+    }
+
+    @PostMapping("/update")
+    public HttpResult updateData(@Validated @RequestBody KnowledgeDataEntity knowledgeData) {
+        try {
+            knowledgeDataService.updateData(knowledgeData);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+        return HttpResult.ok();
+    }
+
+    @PostMapping("/insert")
+    public HttpResult insertKnowledgeData(@Validated @RequestBody KnowledgeDataEntity knowledgeData) {
+        try {
+            knowledgeDataService.insertKnowledgeData(knowledgeData);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+        return HttpResult.ok();
+    }
+
+}

user-service/src/main/java/com/mh/user/controller/NowDataController.java

@@ -8,6 +8,8 @@ import com.mh.user.model.DeviceModel;
 import com.mh.user.model.PumpModel;
 import com.mh.user.model.WaterLevelModel;
 import com.mh.user.service.*;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -23,6 +25,7 @@ import java.util.List;
 @RequestMapping("monitor")
 public class NowDataController {
 
+    private static final Logger log = LoggerFactory.getLogger(NowDataController.class);
     @Autowired
     NowDataService nowDataService;
 
@@ -44,6 +47,7 @@ public class NowDataController {
         try{
             //把热泵的水温保存到公共信息中中的用水温度和回水温度
             String avgWaterTemp=nowDataService.selectAve(buildingId);
+            String maxWaterTemp=nowDataService.selectMaxTemp(buildingId);
             String buildingName=buildingService.queryBuildingName(buildingId);//获取楼栋名称
 
             SimpleDateFormat sdf1 = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
@@ -56,9 +60,12 @@ public class NowDataController {
             nowPublicData.setBuildingName(buildingName);
             if (avgWaterTemp!=null){
                 nowPublicData.setBackWaterTemp(avgWaterTemp);
-                nowPublicData.setUseWaterTemp(avgWaterTemp);
             }else{
                 nowPublicData.setBackWaterTemp("0");
+            }
+            if (maxWaterTemp!=null){
+                nowPublicData.setUseWaterTemp(maxWaterTemp);
+            }else{
                 nowPublicData.setUseWaterTemp("0");
             }
             nowPublicDataService.saveNowHistoryPublicData(nowPublicData);
@@ -95,7 +102,7 @@ public class NowDataController {
             list=nowDataService.queryNowData(buildingId);
             return  HttpResult.ok(list);
         }catch (Exception e){
-//            e.printStackTrace();
+            log.error("查询当前监控状态出错!",e);
             return  HttpResult.error("查询当前监控状态出错!");
         }
     }

user-service/src/main/java/com/mh/user/controller/NowPublicDataController.java

@@ -9,6 +9,7 @@ import com.mh.user.model.TempModel;
 import com.mh.user.service.BuildingService;
 import com.mh.user.service.NowDataService;
 import com.mh.user.service.NowPublicDataService;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -20,6 +21,7 @@ import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 
+@Slf4j
 @RestController
 @RequestMapping("monitor_public")
 public class NowPublicDataController {
@@ -39,7 +41,7 @@ public class NowPublicDataController {
             NowPublicDataEntity nowPublicDataEntity=nowPublicDataService.queryNowPublicData(buildingId);
             return  HttpResult.ok(nowPublicDataEntity);
         }catch (Exception e){
-            //e.printStackTrace();
+            log.error("查询公共信息出错!",e);
             return  HttpResult.error("查询公共信息出错!");
         }
     }

user-service/src/main/java/com/mh/user/controller/SerialPortController.java

@@ -424,9 +424,9 @@ public class SerialPortController {
     }
 
     @PostMapping(value = "/control")
-    public HttpResult queryControlSet(@RequestParam(value = "buildingId") String buildingId) {
+    public HttpResult queryControlSet(@RequestParam(value = "buildingId") String buildingId, @RequestParam(value = "timeName", required = false) String timeName) {
         try {
-            ControlSetEntity list = controlSetService.queryControlSet(buildingId);
+            ControlSetEntity list = controlSetService.queryControlSet(buildingId, timeName);
             return HttpResult.ok(list);
         } catch (Exception e) {
             // e.printStackTrace();

user-service/src/main/java/com/mh/user/dto/EnergyPreDTO.java

@@ -0,0 +1,27 @@
+package com.mh.user.dto;
+
+import lombok.Getter;
+import lombok.Setter;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 用能预测前端类
+ * @date 2024-05-09 17:31:27
+ */
+@Setter
+@Getter
+public class EnergyPreDTO {
+
+    /**
+     * 顶部数据
+     */
+    private EnergyPreTopDataDTO topData;
+
+    /**
+     * 折线图数据
+     */
+    private EnergyPreEchartDataDTO echartData;
+
+}

user-service/src/main/java/com/mh/user/dto/EnergyPreEchartDataDTO.java

@@ -0,0 +1,37 @@
+package com.mh.user.dto;
+
+import lombok.Getter;
+import lombok.Setter;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 用能预测前端类
+ * @date 2024-05-09 17:31:27
+ */
+@Setter
+@Getter
+public class EnergyPreEchartDataDTO {
+
+    /**
+     * 时间
+     */
+    private String curDate;
+
+    /**
+     * 实际值
+     */
+    private String curData;
+
+    /**
+     * 预测值
+     */
+    private String preData;
+
+    /**
+     * 误差值
+     */
+    private String errorData;
+
+}

user-service/src/main/java/com/mh/user/dto/EnergyPreTopDataDTO.java

@@ -0,0 +1,37 @@
+package com.mh.user.dto;
+
+import lombok.Getter;
+import lombok.Setter;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 用能预测前端类
+ * @date 2024-05-09 17:31:27
+ */
+@Setter
+@Getter
+public class EnergyPreTopDataDTO {
+
+    /**
+     * 昨日实际值
+     */
+    private String yesData;
+
+    /**
+     * 昨日预测值
+     */
+    private String preYesData;
+
+    /**
+     * 今日预测值
+     */
+    private String curYesData;
+
+    /**
+     * 误差值
+     */
+    private String errorData;
+
+}

user-service/src/main/java/com/mh/user/entity/BuildingEntity.java

@@ -16,6 +16,7 @@ public class BuildingEntity {
     private String areaId;
     private String remarks;
     private Double tankHeight;
+    private Double lowTankHeight;
     private int pumpCount;
 
 }

user-service/src/main/java/com/mh/user/entity/HistoryDataPre.java

@@ -0,0 +1,168 @@
+package com.mh.user.entity;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+
+import java.math.BigDecimal;
+import java.util.Date;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 历史预测数据表
+ * @date 2024-05-09 09:55:09
+ */
+public class HistoryDataPre {
+
+    private Long id;
+
+    @JsonFormat(pattern = "yyyy-MM-dd", timezone = "GMT+8")
+    private Date curDate;
+
+    private String buildingId;
+
+    private BigDecimal envMinTemp;
+
+    private BigDecimal envMaxTemp;
+
+    private BigDecimal waterValue;
+
+    private BigDecimal electValue;
+
+    private BigDecimal waterLevel;
+
+    /**
+     * 每栋楼人数
+     */
+    private BigDecimal peopleNum;
+
+    private BigDecimal waterValuePre;
+
+    private BigDecimal electValuePre;
+
+    private BigDecimal waterLevelPre;
+
+    private String remark;
+
+    public BigDecimal getPeopleNum() {
+        return peopleNum;
+    }
+
+    public void setPeopleNum(BigDecimal peopleNum) {
+        this.peopleNum = peopleNum;
+    }
+
+    public Long getId() {
+        return id;
+    }
+
+    public void setId(Long id) {
+        this.id = id;
+    }
+
+    public Date getCurDate() {
+        return curDate;
+    }
+
+    public void setCurDate(Date curDate) {
+        this.curDate = curDate;
+    }
+
+    public String getBuildingId() {
+        return buildingId;
+    }
+
+    public void setBuildingId(String buildingId) {
+        this.buildingId = buildingId;
+    }
+
+    public BigDecimal getEnvMinTemp() {
+        return envMinTemp;
+    }
+
+    public void setEnvMinTemp(BigDecimal envMinTemp) {
+        this.envMinTemp = envMinTemp;
+    }
+
+    public BigDecimal getEnvMaxTemp() {
+        return envMaxTemp;
+    }
+
+    public void setEnvMaxTemp(BigDecimal envMaxTemp) {
+        this.envMaxTemp = envMaxTemp;
+    }
+
+    public BigDecimal getWaterValue() {
+        return waterValue;
+    }
+
+    public void setWaterValue(BigDecimal waterValue) {
+        this.waterValue = waterValue;
+    }
+
+    public BigDecimal getElectValue() {
+        return electValue;
+    }
+
+    public void setElectValue(BigDecimal electValue) {
+        this.electValue = electValue;
+    }
+
+    public BigDecimal getWaterLevel() {
+        return waterLevel;
+    }
+
+    public void setWaterLevel(BigDecimal waterLevel) {
+        this.waterLevel = waterLevel;
+    }
+
+    public BigDecimal getWaterValuePre() {
+        return waterValuePre;
+    }
+
+    public void setWaterValuePre(BigDecimal waterValuePre) {
+        this.waterValuePre = waterValuePre;
+    }
+
+    public BigDecimal getElectValuePre() {
+        return electValuePre;
+    }
+
+    public void setElectValuePre(BigDecimal electValuePre) {
+        this.electValuePre = electValuePre;
+    }
+
+    public BigDecimal getWaterLevelPre() {
+        return waterLevelPre;
+    }
+
+    public void setWaterLevelPre(BigDecimal waterLevelPre) {
+        this.waterLevelPre = waterLevelPre;
+    }
+
+    public String getRemark() {
+        return remark;
+    }
+
+    public void setRemark(String remark) {
+        this.remark = remark;
+    }
+
+    @Override
+    public String toString() {
+        return "HistoryDataPre{" +
+                "id=" + id +
+                ", curDate=" + curDate +
+                ", buildingId='" + buildingId + '\'' +
+                ", envMinTemp=" + envMinTemp +
+                ", envMaxTemp=" + envMaxTemp +
+                ", waterValue=" + waterValue +
+                ", electValue=" + electValue +
+                ", waterLevel=" + waterLevel +
+                ", waterValuePre=" + waterValuePre +
+                ", electValuePre=" + electValuePre +
+                ", waterLevelPre=" + waterLevelPre +
+                ", remark='" + remark + '\'' +
+                '}';
+    }
+}

user-service/src/main/java/com/mh/user/entity/KnowledgeDataEntity.java

@@ -0,0 +1,38 @@
+package com.mh.user.entity;
+
+import com.fasterxml.jackson.annotation.JsonFormat;
+import lombok.Data;
+
+import javax.validation.constraints.NotBlank;
+import java.io.Serializable;
+import java.util.Date;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 知识库管理
+ * @date 2024-06-26 14:18:28
+ */
+@Data
+public class KnowledgeDataEntity implements Serializable {
+
+    private Long id;
+
+    @NotBlank(message = "标题不能为空")
+    private String title;
+
+    @NotBlank(message = "摘要不能为空")
+    private String description;
+
+    @NotBlank(message = "内容不能为空")
+    private String content;
+
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss", timezone = "GMT+8")
+    private Date createTime;
+
+    private Integer status;
+
+    private String remark;
+
+}

user-service/src/main/java/com/mh/user/entity/MaintainInfoEntity.java

@@ -18,6 +18,7 @@ public class MaintainInfoEntity {
    private String maintainPeople; //维护人员
    private Double cost; //费用
    private String contents; //维保内容
+   private String evaluate; // 评价分数
 
 
 }

user-service/src/main/java/com/mh/user/entity/NowDataEntity.java

@@ -23,4 +23,10 @@ public class NowDataEntity {
     private String tankName;      //水箱名称
     private String envTemp;       //环境温度
 
+    private String upWaterState;       // 供水状态
+
+    private String useWaterState;      // 补水状态
+
+    private String backWaterState;     // 回水状态
+
 }

user-service/src/main/java/com/mh/user/entity/SysParamEntity.java

@@ -7,4 +7,5 @@ public class SysParamEntity {
 
     private String customName; //公司或者单位名称
     private String logo;       //logo地址
+    private String proArea;     // 区域编码
 }

user-service/src/main/java/com/mh/user/entity/WaterLevelEntity.java

@@ -16,6 +16,7 @@ public class WaterLevelEntity {
     private String level08;
     private String level11;
     private String level13;
+    private String level14;
     private String level15;
     private String level16;
     private String level17;

user-service/src/main/java/com/mh/user/entity/WaterTempEntity.java

@@ -25,7 +25,7 @@ public class WaterTempEntity {
     private String temp11;
 //    private String temp12;
     private String temp13;
-//    private String temp14;
+    private String temp14;
     private String temp15;
     private String temp16;
     private String temp17;

user-service/src/main/java/com/mh/user/factory/Device.java

@@ -0,0 +1,20 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 设备接口
+ * @date 2024-03-15 16:48:26
+ */
+public interface Device {
+
+    void setStrategy(DeviceStrategy strategy);
+
+    String createOrders(DeviceCodeParamEntity deviceCodeParamEntity);
+
+    String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr);
+}

user-service/src/main/java/com/mh/user/factory/DeviceFactory.java

@@ -0,0 +1,20 @@
+package com.mh.user.factory;
+
+import com.mh.user.constants.DeviceEnum;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 设备工厂类
+ * @date 2024-03-15 17:09:49
+ */
+@Slf4j
+public class DeviceFactory {
+
+    public static Device createDevice(String deviceType) {
+        return DeviceEnum.getDevice(deviceType);
+    }
+
+}

user-service/src/main/java/com/mh/user/factory/EleMeter.java

@@ -0,0 +1,46 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 电表设备
+ * @date 2024-03-15 16:52:39
+ */
+@Slf4j
+public class EleMeter implements Device {
+
+    private DeviceStrategy eleMeterStrategy;
+
+    private static class SingletonHolder {
+        private static final EleMeter INSTANCE = new EleMeter();
+    }
+
+    private EleMeter() {
+        // 防止外部直接实例化
+    }
+
+    public static EleMeter getInstance() {
+        return EleMeter.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.eleMeterStrategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        log.info("电表设备创建报文");
+        return eleMeterStrategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return eleMeterStrategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/HeatPump.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 热泵
+ * @date 2024-03-18 16:53:35
+ */
+public class HeatPump implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final HeatPump INSTANCE = new HeatPump();
+    }
+
+    private HeatPump() {
+        // 防止外部直接实例化
+    }
+
+    public static HeatPump getInstance() {
+        return HeatPump.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/HeatPumpStatus.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 热泵状态
+ * @date 2024-03-18 16:53:35
+ */
+public class HeatPumpStatus implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final HeatPumpStatus INSTANCE = new HeatPumpStatus();
+    }
+
+    private HeatPumpStatus() {
+        // 防止外部直接实例化
+    }
+
+    public static HeatPumpStatus getInstance() {
+        return HeatPumpStatus.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/PressureTrans.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 压力变送器
+ * @date 2024-03-18 16:53:35
+ */
+public class PressureTrans implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final PressureTrans INSTANCE = new PressureTrans();
+    }
+
+    private PressureTrans() {
+        // 防止外部直接实例化
+    }
+
+    public static PressureTrans getInstance() {
+        return PressureTrans.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/StatusCheck.java

@@ -0,0 +1,47 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 状态检测
+ * @date 2024-03-15 17:07:54
+ */
+@Slf4j
+public class StatusCheck implements Device {
+
+    private DeviceStrategy wtMeterStrategy;
+
+    private static class SingletonHolder {
+        private static final StatusCheck INSTANCE = new StatusCheck();
+    }
+
+    private StatusCheck() {
+        // 防止外部直接实例化
+    }
+
+    public static StatusCheck getInstance() {
+        return SingletonHolder.INSTANCE;
+    }
+
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.wtMeterStrategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        log.info("水表设备创建报文");
+        return wtMeterStrategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return wtMeterStrategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/TempControl.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 温度控制器
+ * @date 2024-03-18 16:53:35
+ */
+public class TempControl implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final TempControl INSTANCE = new TempControl();
+    }
+
+    private TempControl() {
+        // 防止外部直接实例化
+    }
+
+    public static TempControl getInstance() {
+        return TempControl.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/TempTrans.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 压力变送器
+ * @date 2024-03-18 16:53:35
+ */
+public class TempTrans implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final TempTrans INSTANCE = new TempTrans();
+    }
+
+    private TempTrans() {
+        // 防止外部直接实例化
+    }
+
+    public static TempTrans getInstance() {
+        return TempTrans.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/TimeControl.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 时间控制器
+ * @date 2024-03-18 16:53:35
+ */
+public class TimeControl implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final TimeControl INSTANCE = new TimeControl();
+    }
+
+    private TimeControl() {
+        // 防止外部直接实例化
+    }
+
+    public static TimeControl getInstance() {
+        return TimeControl.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/WaterLevelSwitch.java

@@ -0,0 +1,43 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 水位开关控制
+ * @date 2024-03-18 16:53:35
+ */
+public class WaterLevelSwitch implements Device {
+
+    private DeviceStrategy strategy;
+
+    private static class SingletonHolder {
+        private static final WaterLevelSwitch INSTANCE = new WaterLevelSwitch();
+    }
+
+    private WaterLevelSwitch() {
+        // 防止外部直接实例化
+    }
+
+    public static WaterLevelSwitch getInstance() {
+        return WaterLevelSwitch.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        return strategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        return strategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/factory/WtMeter.java

@@ -0,0 +1,47 @@
+package com.mh.user.factory;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.strategy.DeviceStrategy;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 水表设备
+ * @date 2024-03-15 17:07:54
+ */
+@Slf4j
+public class WtMeter implements Device {
+
+    private DeviceStrategy wtMeterStrategy;
+
+    private static class SingletonHolder {
+        private static final WtMeter INSTANCE = new WtMeter();
+    }
+
+    private WtMeter() {
+        // 防止外部直接实例化
+    }
+
+    public static WtMeter getInstance() {
+        return SingletonHolder.INSTANCE;
+    }
+
+
+    @Override
+    public void setStrategy(DeviceStrategy strategy) {
+        this.wtMeterStrategy = strategy;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        log.info("水表设备创建报文");
+        return wtMeterStrategy.createOrders(deviceCodeParamEntity);
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+       return wtMeterStrategy.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+    }
+}

user-service/src/main/java/com/mh/user/job/CollectionLoopRunner.java

@@ -38,6 +38,9 @@ public class CollectionLoopRunner implements ApplicationRunner {
 	@Resource
 	private DeviceCodeParamService deviceCodeParamService;
 
+	@Resource
+	private GetWeatherInfoJob getWeatherInfoJob;
+
 	@Override
 	public void run(ApplicationArguments args) throws Exception {
 //		collectionMeterAndCloud();//采集
@@ -46,6 +49,8 @@ public class CollectionLoopRunner implements ApplicationRunner {
 		initialDeviceCodeParams();
 		// 模拟采集
 		//simulationCollection();
+		// 获取天气数据
+		getWeatherInfoJob.getWeatherInfo();
 	}
 
 	private void simulationCollection() throws Exception {

user-service/src/main/java/com/mh/user/job/DealDataJob.java

@@ -2,13 +2,17 @@ package com.mh.user.job;
 
 import com.mh.user.constants.Constant;
 import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.model.BuildingModel;
 import com.mh.user.serialport.SerialPortThread;
+import com.mh.user.service.BuildingService;
 import com.mh.user.service.DealDataService;
+import com.mh.user.service.HistoryDataPreService;
 import com.mh.user.utils.CacheUtil;
 import com.mh.user.utils.ComThreadPoolService;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Component;
+import org.springframework.util.StopWatch;
 
 import java.text.SimpleDateFormat;
 import java.util.Date;
@@ -31,8 +35,14 @@ public class DealDataJob {
 
     private final DealDataService dealDataService;
 
-    public DealDataJob(DealDataService dealDataService) {
+    private final BuildingService buildingService;
+
+    private final HistoryDataPreService historyDataPreService;
+
+    public DealDataJob(DealDataService dealDataService, BuildingService buildingService, HistoryDataPreService historyDataPreService) {
         this.dealDataService = dealDataService;
+        this.buildingService = buildingService;
+        this.historyDataPreService = historyDataPreService;
     }
 
     ThreadPoolExecutor comThreadPool = ComThreadPoolService.getInstance();
@@ -48,7 +58,7 @@ public class DealDataJob {
             String curDate = sdf1.format(date);
             String name = dealDataService.customName();
             if (name != null
-                    && (name.contains(Constant.CUSTOM_NAME_HUAXIA) || name.contains(Constant.CUSTOM_NAME_GUANGSHANG))) {
+                    && (name.contains(Constant.CUSTOM_NAME_HUAXIA))) {
                 dealDataService.proEnergy2(curDate);
             } else {
                 dealDataService.proEnergy(curDate);    //yyyy-MM-dd HH:00:00
@@ -141,12 +151,15 @@ public class DealDataJob {
     @Scheduled(cron = "0 0/15 * * * ?")
     public void dealData() {
         try {
+            StopWatch stopWatch = new StopWatch();
+            stopWatch.start();
+
             SimpleDateFormat sdf1 = new SimpleDateFormat("yyyy-MM-dd");
             Date date = new Date();
             String curDate = sdf1.format(date);
             String name = dealDataService.customName();
             if (name != null
-                    && (name.contains(Constant.CUSTOM_NAME_HUAXIA) || name.contains(Constant.CUSTOM_NAME_GUANGSHANG))) {
+                    && (name.contains(Constant.CUSTOM_NAME_HUAXIA))) {
                 dealDataService.proEnergySum2(curDate);
             } else {
                 dealDataService.proEnergySum(curDate);
@@ -159,6 +172,22 @@ public class DealDataJob {
             dealDataService.proDeviceState(curDate);       //汇总设备状态
             dealDataService.proTotalPumpMinutes(curDate);  //统计周\月热泵运行时长
             log.info("进入定时调试数据库过程汇总数据！yyyy-MM-dd");
+
+//            // 开始预测数据
+//            List<BuildingModel> buildingModels = buildingService.selectBuildingName();
+//            for (BuildingModel buildingModel : buildingModels) {
+//                String buildingId = String.valueOf(buildingModel.getBuildingId());
+//                try {
+//                    // 训练数据
+//                    historyDataPreService.startTrainData(buildingId);
+//                    // 预测数据
+//                    historyDataPreService.startPredictData(buildingId, curDate);
+//                } catch (Exception e) {
+//                    log.error("定时处理数据以及预测数据异常==>", e);
+//                }
+//            }
+            stopWatch.stop();
+            log.info("定时处理数据以及预测数据结束！耗时：" + stopWatch.getTotalTimeSeconds() + "秒");
         } catch (Exception e) {
             log.error("定时处理数据异常==>", e);
         }

user-service/src/main/java/com/mh/user/job/GetWeatherInfoJob.java

@@ -0,0 +1,64 @@
+package com.mh.user.job;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
+import com.github.benmanes.caffeine.cache.Cache;
+import com.mh.common.utils.StringUtils;
+import com.mh.user.entity.SysParamEntity;
+import com.mh.user.service.SysParamService;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Qualifier;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+import org.springframework.web.client.RestTemplate;
+
+import javax.annotation.Resource;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project NewZhujiang_Server
+ * @description 定期获取时间
+ * @date 2023-12-05 14:12:56
+ */
+@Component
+@Slf4j
+public class GetWeatherInfoJob {
+
+    @Resource
+    private SysParamService sysParamService;
+
+    @Resource
+    private RestTemplate restTemplate;
+
+    @Resource
+    @Qualifier("caffeineCache")
+    private Cache caffeineCache;
+
+    @Value("${amap.key}")
+    String amapKey;
+
+    /**
+     * 定时获取每天天气
+     */
+    @Scheduled(cron = "0 0 0 0/1 * ? ")
+    public void getWeatherInfo() {
+        // 从系统参数中获取对应的项目区域
+        SysParamEntity sysParam = sysParamService.selectSysParam();
+        if (null != sysParam) {
+            String url = "https://restapi.amap.com/v3/weather/weatherInfo?extensions=all&key="+amapKey+"&city="+sysParam.getProArea();
+            String returnResult = restTemplate.getForObject(url, String.class);
+            if (!StringUtils.isBlank(returnResult)) {
+                JSONObject jsonObject = JSON.parseObject(returnResult);
+                if ("1".equals(jsonObject.get("status"))) {
+                    Object wetTemp = caffeineCache.getIfPresent(sysParam.getProArea());
+                    if (wetTemp != null) {
+                        caffeineCache.invalidate(sysParam.getProArea());
+                    }
+                    caffeineCache.put(sysParam.getProArea(), jsonObject.toString());
+                }
+            }
+        }
+    }
+}

user-service/src/main/java/com/mh/user/mapper/AnalysisMapper.java

@@ -62,4 +62,11 @@ public interface AnalysisMapper {
     @Select("select * from  analysis_maintain_month where cur_date=#{curDate} and  building_id=#{buildingId}")
     List<AnalysisMonthEntity> queryAnalysisMaintainMonth(@Param("curDate") String curDate, @Param("buildingId") String buildingId);
 
+    @ResultMap("rs_day")
+    @Select("select * from  analysis_runtime_month where cur_date=#{curDate} and  building_id=#{buildingId}")
+    List<AnalysisMonthEntity> queryAnalysisRuntimeMonth(@Param("curDate") String curDate, @Param("buildingId") String buildingId);
+
+    @ResultMap("rs_month")
+    @Select("select * from  analysis_runtime_year where cur_date=#{curDate} and  building_id=#{buildingId}")
+    List<AnalysisYearEntity> queryAnalysisRuntimeYear(@Param("curDate") String curDate, @Param("buildingId") String buildingId);
 }

user-service/src/main/java/com/mh/user/mapper/BuildingMapper.java

@@ -15,8 +15,8 @@ public interface BuildingMapper {
      * 保存楼栋信息
      * @param buildingEntity
      */
-    @Insert("insert into building(building_name,levels_count,begin_level,house_count,bed_count,check_in_count,area_id,remarks,tankHeight,pump_count) values (" +
-            "#{buildingName},#{levelsCount},#{beginLevel},#{houseCount},#{bedCount},#{checkInCount},#{areaId},#{remarks},#{tankHeight}, #{pumpCount})")
+    @Insert("insert into building(building_name,levels_count,begin_level,house_count,bed_count,check_in_count,area_id,remarks,tankHeight,pump_count,low_tank_height) values (" +
+            "#{buildingName},#{levelsCount},#{beginLevel},#{houseCount},#{bedCount},#{checkInCount},#{areaId},#{remarks},#{tankHeight}, #{pumpCount}, #{lowTankHeight})")
     int saveBuilding(BuildingEntity buildingEntity);
 
     /**
@@ -35,6 +35,7 @@ public interface BuildingMapper {
             "  <if test='areaId!=null'> , area_id = #{areaId} </if>" +
             "  <if test='remarks!=null'> , remarks = #{remarks} </if>" +
             "  <if test='tankHeight!=null'> , tankHeight = #{tankHeight} </if>" +
+            "  <if test='lowTankHeight!=null'> , low_tank_height = #{lowTankHeight} </if>" +
             "  <if test='pumpCount!=null'> , pump_count = #{pumpCount} </if>" +
             "   where id = #{id} " +
             "</script>")
@@ -57,7 +58,9 @@ public interface BuildingMapper {
             @Result(property="checkInCount",column="check_in_count"),
             @Result(property="areaId",column="area_id"),
             @Result(property="pumpCount",column="pump_count"),
-            @Result(property="remarks",column="remarks")
+            @Result(property="remarks",column="remarks"),
+            @Result(property="tankHeight",column="tankHeight"),
+            @Result(property="lowTankHeight",column="low_tank_height")
     })
 
     @SelectProvider(type = BuildingProvider.class,method = "queryBuilding")
@@ -116,4 +119,7 @@ public interface BuildingMapper {
 
     @Select("select building_name from building where id = #{buildingId} ")
     String selectBuildingNameById(@Param("buildingId") String buildingId);
+
+    @Select("select low_tank_height from building where id=#{id}" )
+    Double queryLowTankHeight(@Param("id") String buildingId);
 }

user-service/src/main/java/com/mh/user/mapper/ControlSetMapper.java

@@ -60,6 +60,21 @@ public interface ControlSetMapper {
             @Result(column = "back_water_temp", property = "backWaterTemp"),
             @Result(column = "up_water_temp", property = "upWaterTemp"),
     })
-    @Select("select * from control_Set where building_id=#{buildingId}")
-    ControlSetEntity queryControlSet(@Param("buildingId") String buildingId);
+    @Select("select " +
+            " top 1 " +
+            " * " +
+            "from " +
+            " control_Set " +
+            "where " +
+            " building_id = #{buildingId} " +
+            " and exists ( " +
+            " select " +
+            "  1 " +
+            " from " +
+            "  device_install di " +
+            " where " +
+            "  di.building_id = building_id " +
+            "  and di.device_name like concat(#{timeName}, '时控') " +
+            ") ")
+    ControlSetEntity queryControlSet(@Param("buildingId") String buildingId, @Param("timeName") String timeName);
 }

user-service/src/main/java/com/mh/user/mapper/DealDataMapper.java

@@ -68,7 +68,7 @@ public interface DealDataMapper {
     void deleteDataHistory();
 
     //查询学校名称
-    @Select("select customName from  SysParam  ")
+    @Select("select top 1 customName from  SysParam  ")
     String customName();
 
     //判断网关在线状态

user-service/src/main/java/com/mh/user/mapper/DeviceInstallMapper.java

@@ -19,8 +19,8 @@ public interface DeviceInstallMapper extends BaseMapper<DeviceInstallEntity> {
      * 保存设备信息
      * @param deviceInstallEntity
      */
-    @Insert("insert into device_install(device_addr,device_name,device_type,data_com,ratio,baudrate,brand,model,building_id,building_name,installer,install_date,is_use) values (" +
-            " #{deviceAddr},#{deviceName},#{deviceType},#{dataCom},#{ratio},#{baudRate},#{brand},#{model},#{buildingId},#{buildingName},#{installer},getDate(),#{use})")
+    @Insert("insert into device_install(device_addr,device_name,device_type,data_com,ratio,baudrate,brand,model,building_id,building_name,installer,install_date,is_use,parity) values (" +
+            " #{deviceAddr},#{deviceName},#{deviceType},#{dataCom},#{ratio},#{baudRate},#{brand},#{model},#{buildingId},#{buildingName},#{installer},getDate(),#{use},#{parity})")
     int saveDevice(DeviceInstallEntity deviceInstallEntity);
 
     /**
@@ -160,7 +160,7 @@ public interface DeviceInstallMapper extends BaseMapper<DeviceInstallEntity> {
 
     //根据通讯地址和设备类型查询对应的设备信息
     @ResultMap("rs")
-    @Select("select * from  device_install  where  device_addr=#{deviceAddr} and device_type=#{deviceType}  and building_id=#{buildingId}")
+    @Select("select top 1 * from  device_install  where  device_addr=#{deviceAddr} and device_type=#{deviceType}  and building_id=#{buildingId}")
     DeviceInstallEntity selectDevice(@Param("deviceAddr") String deviceAddr,@Param("deviceType") String deviceType,@Param("buildingId") String buildingId);
 
     //查询通讯编号是否存在
@@ -312,11 +312,11 @@ public interface DeviceInstallMapper extends BaseMapper<DeviceInstallEntity> {
     @Select("select seat from  device_install  where  device_type=#{deviceType}  and  device_addr=#{deviceAddr}  and  building_id=#{buildingId} ")
     String selectSeat(@Param("deviceType") String deviceType,@Param("deviceAddr")  String deviceAddr,@Param("buildingId")  String buildingId);
 
-    @Update("update device_install set deviation_value = #{dataValue} where device_type = #{deviceType} and building_id = #{buildingId}")
+    @Update("update device_install set deviation_value = #{realValue}-isnull(last_value,0) where device_type = #{deviceType} and building_id = #{buildingId}")
     void updateDeviation(@Param("buildingId") Integer buildingId,
                          @Param("deviceType") String deviceType,
                          @Param("param") Integer param,
-                         @Param("dataValue") String dataValue);
+                         @Param("realValue") String realValue);
 
     @Select("select isnull(deviation_value,0) from device_install where device_addr = #{deviceAddr} and device_type = #{deviceType} and building_id = #{buildingId}")
     Double selectDeviceDeviation(@Param("deviceAddr") String deviceAddr,

user-service/src/main/java/com/mh/user/mapper/HistoryDataPreMapper.java

@@ -0,0 +1,227 @@
+package com.mh.user.mapper;
+
+import com.mh.user.dto.EnergyPreEchartDataDTO;
+import com.mh.user.dto.EnergyPreTopDataDTO;
+import com.mh.user.entity.HistoryDataPre;
+import org.apache.ibatis.annotations.*;
+import org.springframework.security.core.parameters.P;
+import tk.mybatis.mapper.common.BaseMapper;
+
+import java.util.List;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 预测历史数据mapper
+ * @date 2024-05-09 10:01:46
+ */
+@Mapper
+public interface HistoryDataPreMapper extends BaseMapper<HistoryDataPre> {
+
+    @Results(id ="rs_train_data",value ={
+            @Result(column = "env_min_temp", property = "envMinTemp"),
+            @Result(column = "env_max_temp", property = "envMaxTemp"),
+            @Result(column = "water_value", property = "waterValue"),
+            @Result(column = "elect_value", property = "electValue"),
+            @Result(column = "water_level", property = "waterLevel"),
+            @Result(column = "people_num", property = "peopleNum")
+    })
+    @Select("select  env_min_temp, env_max_temp, water_value, elect_value, water_level, people_num from history_data_pre where building_id = #{buildingId} order by cur_date ")
+    List<HistoryDataPre> getTrainData(@Param("buildingId") String buildingId);
+
+    @Results(id ="rs_recent_data",value ={
+            @Result(column = "id",property = "id" ),
+            @Result(column = "building_id", property = "buildingId"),
+            @Result(column = "cur_date", property = "curDate"),
+            @Result(column = "env_min_temp", property = "envMinTemp"),
+            @Result(column = "env_max_temp", property = "envMaxTemp"),
+            @Result(column = "water_value", property = "waterValue"),
+            @Result(column = "elect_value", property = "electValue"),
+            @Result(column = "water_level", property = "waterLevel"),
+            @Result(column = "water_value_pre", property = "waterValuePre"),
+            @Result(column = "elect_value_pre", property = "electValuePre"),
+            @Result(column = "water_level_pre", property = "waterLevelPre"),
+            @Result(column = "remark", property = "remark")
+    })
+    @Select("select * from history_date_pre where building_id = #{buildingId} and cur_date = #{curDate} order by cur_date ")
+    List<HistoryDataPre> getRecentData(@Param("buildingId") String buildingId,
+                                       @Param("curDate") String curDate);
+
+    @Update("update history_data_pre set water_value_pre = #{waterValuePre},elect_value_pre = #{electValuePre},water_level_pre = #{waterLevelPre}," +
+            " water_value = #{waterValue},elect_value = #{electValue},water_level = #{waterLevel} " +
+            " where id = #{id} and building_id = #{buildingId}")
+    void updateById(HistoryDataPre preHistoryData);
+
+    @Select("select count(*) from history_data_pre where building_id = #{buildingId} and cur_date = #{curDate} and env_min_temp is not null ")
+    int selectIsPre(@Param("buildingId") String buildingId,
+                    @Param("curDate") String curDate);
+
+    @Results(id ="rs_cur_data",value ={
+            @Result(column = "id",property = "id" ),
+            @Result(column = "building_id", property = "buildingId"),
+            @Result(column = "cur_date", property = "curDate"),
+            @Result(column = "env_min_temp", property = "envMinTemp"),
+            @Result(column = "env_max_temp", property = "envMaxTemp"),
+            @Result(column = "water_value", property = "waterValue"),
+            @Result(column = "elect_value", property = "electValue"),
+            @Result(column = "water_level", property = "waterLevel")
+    })
+    @Select("select top 1 " +
+            "  convert(date,eds.cur_date) as cur_date, " +
+            "  eds.building_id, " +
+            "  isnull(eds.water_value, " +
+            "  0) as water_value, " +
+            "  isnull(eds.elect_value, " +
+            "  0) as elect_value, " +
+            "  isnull(convert(numeric(24, " +
+            " 2), " +
+            " t1.water_level), " +
+            "  0) as water_level " +
+            "from " +
+            "  energy_day_sum eds " +
+            "left join ( " +
+            " select " +
+            "  convert(date, " +
+            "  cur_date) as cur_date, " +
+            "  building_id, " +
+            "  avg(isnull(convert(numeric(24, 2), water_level), 0)) as water_level " +
+            " from " +
+            "  history_data " +
+            " where " +
+            "  building_id = #{buildingId} " +
+            "  and cur_date = #{curDate} " +
+            " group by " +
+            "  convert(date, " +
+            "  cur_date), " +
+            "  building_id   " +
+            " ) t1 on " +
+            "  eds.cur_date = t1.cur_date " +
+            " and eds.building_id = t1.building_id " +
+            "where " +
+            " eds.building_id != '所有' " +
+            " and eds.building_id = #{buildingId} " +
+            " and eds.cur_date = #{curDate} " +
+            "order by " +
+            "  eds.building_id, " +
+            "  eds.cur_date ")
+    HistoryDataPre selectCurData(@Param("buildingId") String buildingId,
+                                 @Param("curDate") String curDate);
+
+    @Insert("insert into history_data_pre(cur_date, building_id, env_min_temp, env_max_temp, water_value, elect_value, water_level) values(" +
+            "convert(date,#{curDate}), #{buildingId}, #{envMinTemp}, #{envMaxTemp}, #{waterValue}, #{electValue}, #{waterLevel}" +
+            ")")
+    void insertData(HistoryDataPre curHistoryData);
+
+    @Results(id ="rs_one_data",value ={
+            @Result(column = "id",property = "id" ),
+            @Result(column = "building_id", property = "buildingId"),
+            @Result(column = "cur_date", property = "curDate"),
+            @Result(column = "env_min_temp", property = "envMinTemp"),
+            @Result(column = "env_max_temp", property = "envMaxTemp"),
+            @Result(column = "people_num", property = "peopleNum")
+    })
+    @Select("select top 1 id, building_id, cur_date, env_min_temp, env_max_temp, people_num from history_data_pre where building_id = #{buildingId} and cur_date = #{curDate} ")
+    HistoryDataPre selectOneData(@Param("buildingId") String buildingId,
+                                 @Param("curDate") String curDate);
+
+    @Results({
+            @Result(column = "cur_yes_data",property = "curYesData" ),
+            @Result(column = "yes_data", property = "yesData"),
+            @Result(column = "pre_yes_data", property = "preYesData"),
+            @Result(column = "error_data", property = "errorData")
+    })
+    @Select("<script>" +
+            "SELECT " +
+            "  <choose>" +
+            "    <when test='type == \"2\"'>" +
+            "      isnull(t.water_value_pre, 0) as cur_yes_data, " +
+            "      isnull(t1.water_value, 0) as yes_data, " +
+            "      isnull(t1.water_value_pre, 0) as pre_yes_data, " +
+            "      CASE WHEN t1.water_value_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(t1.water_value_pre, 0) - isnull(t1.water_value, 0)) / t1.water_value_pre * 100) ELSE '0' END as error_data" +
+            "    </when>" +
+            "    <when test='type == \"1\"'>" +
+            "      isnull(t.elect_value_pre, 0) as cur_yes_data, " +
+            "      isnull(t1.elect_value, 0) as yes_data, " +
+            "      isnull(t1.elect_value_pre, 0) as pre_yes_data, " +
+            "      CASE WHEN t1.elect_value_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(t1.elect_value_pre, 0) - isnull(t1.elect_value, 0)) / t1.elect_value_pre * 100) ELSE '0' END as error_data" +
+            "    </when>" +
+            "    <when test='type == \"3\"'>" +
+            "      isnull(t.water_level_pre, 0) as cur_yes_data, " +
+            "      isnull(t1.water_level, 0) as yes_data, " +
+            "      isnull(t1.water_level_pre, 0) as pre_yes_data, " +
+            "      CASE WHEN t1.water_level_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(t1.water_level_pre, 0) - isnull(t1.water_level, 0)) / t1.water_level_pre * 100) ELSE '0' END as error_data" +
+            "    </when>" +
+            "    <otherwise>null</otherwise>" +
+            "  </choose>" +
+            "FROM (" +
+            "  SELECT " +
+            "    building_id, " +
+            "    water_value, " +
+            "    elect_value, " +
+            "    water_level, " +
+            "    water_value_pre, " +
+            "    elect_value_pre, " +
+            "    water_level_pre " +
+            "  FROM history_data_pre " +
+            "  WHERE cur_date = CONVERT(varchar(10), GETDATE(), 120) AND building_id = #{buildingId}" +
+            ") t " +
+            "JOIN (" +
+            "  SELECT " +
+            "    building_id, " +
+            "    water_value, " +
+            "    elect_value, " +
+            "    water_level, " +
+            "    water_value_pre, " +
+            "    elect_value_pre, " +
+            "    water_level_pre " +
+            "  FROM history_data_pre " +
+            "  WHERE cur_date = CONVERT(varchar(10), DATEADD(day, -1, GETDATE()), 120) AND building_id = #{buildingId}" +
+            ") t1 ON t.building_id = t1.building_id " +
+            "</script>")
+    List<EnergyPreTopDataDTO> getTopData(@Param("buildingId") String buildingId, @Param("type") String type);
+
+
+
+    @Results({
+            @Result(column = "cur_date",property = "curDate" ),
+            @Result(column = "cur_data", property = "curData"),
+            @Result(column = "pre_data", property = "preData"),
+            @Result(column = "error_data", property = "errorData")
+    })
+    @Select("<script>" +
+            "SELECT " +
+            "  hdp.cur_date, " +
+            "  <choose>" +
+            "    <when test='type == \"2\"'>isnull(hdp.water_value, 0)</when>" +
+            "    <when test='type == \"1\"'>isnull(hdp.elect_value, 0)</when>" +
+            "    <when test='type == \"3\"'>isnull(hdp.water_level, 0)</when>" +
+            "    <otherwise>0</otherwise>" +
+            "  </choose> as cur_data, " +
+            "  <choose>" +
+            "    <when test='type == \"2\"'>isnull(hdp.water_value_pre, 0)</when>" +
+            "    <when test='type == \"1\"'>isnull(hdp.elect_value_pre, 0)</when>" +
+            "    <when test='type == \"3\"'>isnull(hdp.water_level_pre, 0)</when>" +
+            "    <otherwise>0</otherwise>" +
+            "  </choose> as pre_data, " +
+            "  CASE " +
+            "    <when test='type == \"2\"'>" +
+            "      WHEN hdp.water_value_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(hdp.water_value_pre, 0) - isnull(hdp.water_value, 0)) / hdp.water_value_pre * 100) else 0 " +
+            "    </when>" +
+            "    <when test='type == \"1\"'>" +
+            "      WHEN hdp.elect_value_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(hdp.elect_value_pre, 0) - isnull(hdp.elect_value, 0)) / hdp.elect_value_pre * 100) else 0 " +
+            "    </when>" +
+            "    <when test='type == \"3\"'>" +
+            "      WHEN hdp.water_level_pre > 0 THEN CONVERT(decimal(18, 2), ABS(isnull(hdp.water_level_pre, 0) - isnull(hdp.water_level, 0)) / hdp.water_level_pre * 100) else 0 " +
+            "    </when>" +
+            "  END as error_data " +
+            "FROM history_data_pre hdp " +
+            "WHERE hdp.building_id = #{buildingId} " +
+            "  AND cur_date BETWEEN #{beginDate} AND #{endDate} " +
+            "ORDER BY cur_date" +
+            "</script>")
+    List<EnergyPreEchartDataDTO> getEnergyPre(@Param("buildingId") String buildingId,
+                                              @Param("beginDate") String beginDate,
+                                              @Param("endDate") String endDate,
+                                              @Param("type") String type);
+}

user-service/src/main/java/com/mh/user/mapper/KnowledgeDataMapper.java

@@ -0,0 +1,57 @@
+package com.mh.user.mapper;
+
+import com.mh.user.entity.KnowledgeDataEntity;
+import org.apache.ibatis.annotations.*;
+
+import java.util.List;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 知识库管理
+ * @date 2024-06-26 14:21:47
+ */
+@Mapper
+public interface KnowledgeDataMapper {
+
+    @Insert("insert into knowledge_data(title,description,content,create_time,status,remark) " +
+            " values(#{title},#{description},#{content},getDate(),#{status},#{remark})")
+    void insertKnowledgeData(KnowledgeDataEntity knowledgeData);
+
+    @Results({
+            @Result(column = "id",property = "id" ),
+            @Result(column = "title", property = "title"),
+            @Result(column = "description", property = "description"),
+            @Result(column = "content", property = "content"),
+            @Result(column = "create_time", property = "createTime"),
+            @Result(column = "status", property = "status"),
+            @Result(column = "remark", property = "remark")
+    })
+    @Select("select id,title,description,content,create_time,status,remark from knowledge_data order by create_time desc")
+    List<KnowledgeDataEntity> findPage();
+
+    @Update("<script>" +
+            "  update knowledge_data set  " +
+            "  <if test='title!=null'>  title = #{title} </if>" +
+            "  <if test='description!=null'> , description = #{description} </if>" +
+            "  <if test='content!=null'> , content = #{content} </if>" +
+            "  <if test='createTime!=null'> , create_time = #{createTime} </if>" +
+            "  <if test='status!=null'> , status = #{status} </if>" +
+            "  <if test='remark!=null'> , remark = #{remark} </if>" +
+            "   where id = #{id} " +
+            "</script>")
+    void updateData(KnowledgeDataEntity knowledgeData);
+
+    @Results({
+            @Result(column = "id",property = "id" ),
+            @Result(column = "title", property = "title"),
+            @Result(column = "description", property = "description"),
+            @Result(column = "content", property = "content"),
+            @Result(column = "create_time", property = "createTime"),
+            @Result(column = "status", property = "status"),
+            @Result(column = "remark", property = "remark")
+    })
+    @Select("select id,title,description,content,create_time,status,remark from knowledge_data where id = #{id} order by create_time desc")
+    KnowledgeDataEntity getById(@Param("id") Long id);
+}

user-service/src/main/java/com/mh/user/mapper/MaintainInfoMapper.java

@@ -18,8 +18,8 @@ public interface MaintainInfoMapper {
      * 维修保养信息
      * @param maintainInfoEntity
      */
-    @Insert("insert into maintain_info(cur_date,building_id,device_type,device_addr,maintain_type,maintain_people,cost,contents) values (" +
-            " getDate(),#{buildingId},#{deviceType},#{deviceAddr},#{maintainType},#{maintainPeople},#{cost},#{contents})")
+    @Insert("insert into maintain_info(cur_date,building_id,device_type,device_addr,maintain_type,maintain_people,cost,contents, evaluate) values (" +
+            " getDate(),#{buildingId},#{deviceType},#{deviceAddr},#{maintainType},#{maintainPeople},#{cost},#{contents}, #{evaluate})")
     int saveMaintainInfo(MaintainInfoEntity maintainInfoEntity);
 
     /**
@@ -36,6 +36,7 @@ public interface MaintainInfoMapper {
             "  <if test='maintainPeople!=null'> , maintain_people = #{maintainPeople} </if>" +
             "  <if test='cost!=null'> , cost = #{cost} </if>" +
             "  <if test='contents!=null'> , contents = #{contents} </if>" +
+            "  <if test='evaluate!=null'> , evaluate = #{evaluate} </if>" +
             "   where id = #{id} " +
             "</script>")
     int updateMaintainInfo(MaintainInfoEntity maintainInfoEntity);
@@ -61,7 +62,8 @@ public interface MaintainInfoMapper {
             @Result(property="maintainPeople",column="maintain_people"),
             @Result(property="id",column="id"),
             @Result(property="cost",column="cost"),
-            @Result(property="contents",column="contents")
+            @Result(property="contents",column="contents"),
+            @Result(property="evaluate",column="evaluate")
     })
     List<MaintainInfoEntity> queryMaintainInfo(@Param("curDate") String curDate,
                                                @Param("buildingId") String buildingId,

user-service/src/main/java/com/mh/user/mapper/NowDataMapper.java

@@ -10,6 +10,7 @@ import org.apache.ibatis.annotations.*;
 import org.apache.ibatis.mapping.StatementType;
 
 import java.util.List;
+import java.util.Map;
 
 
 @Mapper
@@ -23,16 +24,16 @@ public interface NowDataMapper {
     //修改监控界面实时信息（热泵）
     @Update("<script>" +
             "  update now_data set  cur_date=getDate()" +
-            "  <if test='buildingName!=null'> , building_name = #{buildingName} </if>" +
-            "  <if test='pumpName!=null'> , pump_name = #{pumpName} </if>" +
-            "  <if test='tempSet!=null'> , temp_set = #{tempSet} </if>" +
-            "  <if test='waterTemp!=null'> , water_temp = #{waterTemp} </if>" +
-            "  <if test='runState!=null'> , run_state = #{runState} </if>" +
-            "  <if test='isFault!=null'> , is_fault = #{isFault} </if>" +
-            "  <if test='levelSet!=null'> , level_set = #{levelSet} </if>" +
-            "  <if test='waterLevel!=null'> , water_level = #{waterLevel} </if>" +
-            "  <if test='tankId!=null'> , tank_id = #{tankId} </if>" +
-            "  <if test='tankName!=null'> , tank_name = #{tankName} </if>" +
+            "  <if test='buildingName!=null and buildingName != \"\"'> , building_name = #{buildingName} </if>" +
+            "  <if test='pumpName!=null and pumpName != \"\"'> , pump_name = #{pumpName} </if>" +
+            "  <if test='tempSet!=null and tempSet != \"\"'> , temp_set = #{tempSet} </if>" +
+            "  <if test='waterTemp!=null and waterTemp != \"\"'> , water_temp = #{waterTemp} </if>" +
+            "  <if test='runState!=null and runState != \"\"'> , run_state = #{runState} </if>" +
+            "  <if test='isFault!=null and isFault != \"\"'> , is_fault = #{isFault} </if>" +
+            "  <if test='levelSet!=null and levelSet != \"\"'> , level_set = #{levelSet} </if>" +
+            "  <if test='waterLevel!=null and waterLevel != \"\"'> , water_level = #{waterLevel} </if>" +
+            "  <if test='tankId!=null and tankId != \"\"'> , tank_id = #{tankId} </if>" +
+            "  <if test='tankName!=null and tankName != \"\"'> , tank_name = #{tankName} </if>" +
             "   where building_id = #{buildingId}  and  pump_id = #{pumpId}  " +
             "</script>")
     void updateNowData(NowDataEntity nowDataEntity);
@@ -40,17 +41,17 @@ public interface NowDataMapper {
     //修改监控界面实时信息（不包含热泵）
     @Update("<script>" +
             "  update now_data set  cur_date=getDate()" +
-            "  <if test='buildingName!=null'> , building_name = #{buildingName} </if>" +
-            "  <if test='pumpId!=null'> , pump_id = #{pumpId} </if>" +
-            "  <if test='pumpName!=null'> , pump_name = #{pumpName} </if>" +
-            "  <if test='tempSet!=null'> , temp_set = #{tempSet} </if>" +
-            "  <if test='waterTemp!=null'> , water_temp = #{waterTemp} </if>" +
-            "  <if test='runState!=null'> , run_state = #{runState} </if>" +
-            "  <if test='isFault!=null'> , is_fault = #{isFault} </if>" +
-            "  <if test='levelSet!=null'> , level_set = #{levelSet} </if>" +
-            "  <if test='waterLevel!=null'> , water_level = #{waterLevel} </if>" +
-            "  <if test='tankId!=null'> , tank_id = #{tankId} </if>" +
-            "  <if test='tankName!=null'> , tank_name = #{tankName} </if>" +
+            "  <if test='buildingName!=null and buildingName != \"\"'> , building_name = #{buildingName} </if>" +
+            "  <if test='pumpId!=null and pumpId != \"\"'> , pump_id = #{pumpId} </if>" +
+            "  <if test='pumpName!=null and pumpName != \"\"'> , pump_name = #{pumpName} </if>" +
+            "  <if test='tempSet!=null and tempSet != \"\"'> , temp_set = #{tempSet} </if>" +
+            "  <if test='waterTemp!=null and waterTemp != \"\"'> , water_temp = #{waterTemp} </if>" +
+            "  <if test='runState!=null and runState != \"\"'> , run_state = #{runState} </if>" +
+            "  <if test='isFault!=null and isFault != \"\"'> , is_fault = #{isFault} </if>" +
+            "  <if test='levelSet!=null and levelSet != \"\"'> , level_set = #{levelSet} </if>" +
+            "  <if test='waterLevel!=null and waterLevel != \"\"'> , water_level = #{waterLevel} </if>" +
+            "  <if test='tankId!=null and tankId != \"\"'> , tank_id = #{tankId} </if>" +
+            "  <if test='tankName!=null and tankName != \"\"'> , tank_name = #{tankName} </if>" +
             "   where building_id = #{buildingId} " +
             "</script>")
     void updateNowData2(NowDataEntity nowDataEntity);
@@ -65,6 +66,9 @@ public interface NowDataMapper {
             @Result(property ="tempSet",column ="temp_set"),
             @Result(property="waterTemp",column="water_temp"),
             @Result(property ="runState",column ="run_state"),
+            @Result(property ="upWaterState",column ="up_water_state"),
+            @Result(property ="useWaterState",column ="use_water_state"),
+            @Result(property ="backWaterState",column ="back_water_state"),
             @Result(property ="isFault",column ="is_fault"),
             @Result(property ="levelSet",column ="level_set"),
             @Result(property ="waterLevel",column ="water_level"),
@@ -142,7 +146,8 @@ public interface NowDataMapper {
     @Results({
             @Result(property="curDate",column="cur_date"),
             @Result(property="buildingID",column="building_id"),
-            @Result(property="buildingName",column="building_name")
+            @Result(property="buildingName",column="building_name"),
+            @Result(property="deviceName",column="device_name")
     })
     @SelectProvider(type = NowDataProvider.class,method = "queryWaterLevel")
     List<WaterLevelEntity> queryWaterLevel(@Param("curDate") String curDate,
@@ -395,20 +400,26 @@ public interface NowDataMapper {
 
 
     //按高低区更新water_Level
-    @Update("update  now_data SET now_data.water_Level=#{waterLevel} FROM  device_install where now_data.pump_id =device_install.device_addr AND device_install.seat=#{seat} and now_data.building_id=#{buildingId} ")
+    @Update("update  now_data SET now_data.water_Level=#{waterLevel} FROM  device_install " +
+            " where now_data.pump_id =device_install.device_addr AND device_install.seat=#{seat} and now_data.building_id=#{buildingId} " +
+            " and now_data.building_id = device_install.building_id ")
     void nowDataWaterLevel(@Param("waterLevel") String waterLevel,
                            @Param("seat") String seat,
                            @Param("buildingId") String buildingId);
 
     //按高低区更新levelSet
-    @Update("update  now_data SET now_data.level_set=#{levelSet} FROM  device_install where now_data.pump_id =device_install.device_addr AND device_install.seat=#{seat} and now_data.building_id=#{buildingId} ")
+    @Update("update  now_data SET now_data.level_set=#{levelSet} FROM  device_install " +
+            " where now_data.pump_id =device_install.device_addr AND device_install.seat=#{seat} and now_data.building_id=#{buildingId} " +
+            " and now_data.building_id = device_install.building_id  ")
     void nowDataLevelSet(@Param("levelSet") String levelSet,
                          @Param("seat") String seat,
                          @Param("buildingId") String buildingId);
 
     //按高低区更新water_Level
     @Update("update  history_Data SET history_Data.water_Level=#{waterLevel} FROM  device_install where history_Data.pump_id =device_install.device_addr AND device_install.seat=#{seat} " +
-            " and history_Data.building_id=#{buildingId}  and convert(varchar(13),cur_date,121)=left(#{curDate},13) ")
+            " and history_Data.building_id=#{buildingId}  " +
+            " and convert(varchar(13),cur_date,121)=left(#{curDate},13)" +
+            " and history_Data.building_id = device_install.building_id ")
     void historyDataWaterLevel(@Param("waterLevel") String waterLevel,
                                @Param("seat") String seat,
                                @Param("buildingId") String buildingId,
@@ -416,7 +427,9 @@ public interface NowDataMapper {
 
     //按高低区更新levelSet
     @Update("update  history_Data SET history_Data.level_set=#{levelSet} FROM  device_install where  history_Data.pump_id =device_install.device_addr AND device_install.seat=#{seat} " +
-            " and history_Data.building_id=#{buildingId}  and convert(varchar(13),cur_date,121)=left(#{curDate},13) ")
+            " and history_Data.building_id=#{buildingId}  " +
+            " and convert(varchar(13),cur_date,121)=left(#{curDate},13) " +
+            " and history_Data.building_id = device_install.building_id ")
     void historyDataLevelSet(@Param("levelSet") String levelSet,
                              @Param("seat") String seat,
                              @Param("buildingId") String buildingId,
@@ -424,4 +437,84 @@ public interface NowDataMapper {
 
     @Select("select count(1) from now_data where pump_name like '%热泵%' ")
     int selectPumpCount(@Param("buildingId") String buildingId);
+
+    @Update("<script>" +
+            "update now_data set use_water_state=#{useWater},back_water_state=#{backWater},up_water_state=#{upWater} " +
+            "   where  building_id=#{buildingId} " +
+            "<if test='pumpName != null and pumpName != \"\"'>" +
+            " and pump_name like ('%'+#{pumpName}+'%') " +
+            "</if>" +
+            "</script>")
+    void updateNowDataByPumpName(@Param("pumpName") String pumpName,
+                                 @Param("buildingId") String buildingId,
+                                 @Param("useWater") String useWater,
+                                 @Param("backWater") String backWater,
+                                 @Param("upWater") String upWater);
+
+    /**
+     * 查询对应的钱
+     * @return
+     */
+    @Select("SELECT " +
+            " TOP 1  " +
+            "    CASE " +
+            "  WHEN EXISTS ( " +
+            "  SELECT " +
+            "   1 " +
+            "  FROM " +
+            "   now_data " +
+            "  WHERE " +
+            "   up_water_state = '运行') THEN '运行' " +
+            "  ELSE '不运行' " +
+            " END AS up_water_state, " +
+            " CASE " +
+            "  WHEN EXISTS ( " +
+            "  SELECT " +
+            "   1 " +
+            "  FROM " +
+            "   now_data " +
+            "  WHERE " +
+            "   use_water_state = '运行') THEN '运行' " +
+            "  ELSE '不运行' " +
+            " END AS use_water_state, " +
+            " CASE " +
+            "  WHEN EXISTS ( " +
+            "  SELECT " +
+            "   1 " +
+            "  FROM " +
+            "   now_data " +
+            "  WHERE " +
+            "   back_water_state = '运行') THEN '运行' " +
+            "  ELSE '不运行' " +
+            " END AS back_water_state " +
+            "FROM " +
+            " now_data " +
+            "where " +
+            " building_id = #{buildingId} and convert(varchar(10), cur_date, 120) = convert(varchar(10), getdate(), 120) ")
+    Map<String, Object> selectTopOneState(@Param("buildingId") String buildingId);
+
+    @Select("<script>" +
+            "select Convert(decimal(18,1),max(CAST(water_temp as FLOAT))) from now_data where  building_id=#{buildingId} " +
+            "<if test='temp != null'>" +
+            " and water_temp >= #{temp} " +
+            "</if>" +
+            "</script>")
+    String selectMaxTemp(@Param("buildingId") String buildingId, @Param("temp") Integer temp);
+
+    @Update("update now_data set " +
+            "  pump_name=#{pumpName}, " +
+            "  pump_id = #{pumpId}, " +
+            "  building_id = #{buildingId}" +
+            " where pump_id=#{oldPumpId} and pump_name=#{oldPumpName} and building_id=#{oldBuildingId} ")
+    void updatePumpName(@Param("oldPumpId") String oldPumpId,
+                        @Param("oldPumpName") String oldPumpName,
+                        @Param("oldBuildingId") String oldBuildingId,
+                        @Param("pumpId") String pumpId,
+                        @Param("pumpName") String pumpName,
+                        @Param("buildingId") String buildingId,
+                        @Param("buildingName") String buildingName);
+
+    @Delete("delete from now_data where pump_id=#{pumpId} and building_id=#{buildingId}")
+    void deleteNowDataByDeviceAddr(@Param("pumpId") String pumpId,
+                                   @Param("buildingId") String buildingId);
 }

user-service/src/main/java/com/mh/user/mapper/NowPublicDataMapper.java

@@ -87,7 +87,10 @@ public interface NowPublicDataMapper {
             @Result(property ="singleTemp",column ="single_temp"),
             @Result(property ="avgTemp",column ="use_water_temp")
     })
-    @Select("select building_id,building_name,use_water_temp+3,single_temp+3 from now_public_data order by building_id ")
+    @Select("select building_id,building_name," +
+            " convert(numeric(23,2),use_water_temp)+3 as use_water_temp, " +
+            " convert(numeric(23,2),single_temp)+3 as single_temp" +
+            " from now_public_data order by building_id ")
     List<TempModel> queryWtTemp();
 
     //查询单个楼栋水箱平均温度
@@ -97,7 +100,10 @@ public interface NowPublicDataMapper {
             @Result(property ="singleTemp",column ="single_temp"),
             @Result(property ="avgTemp",column ="use_water_temp")
     })
-    @Select("select building_id,building_name,use_water_temp,single_temp from now_public_data where  building_id=#{buildingId} ")
+    @Select("select building_id,building_name," +
+            " convert(numeric(23,2),use_water_temp)+3 as use_water_temp, " +
+            " convert(numeric(23,2),single_temp)+3 as single_temp" +
+            " from now_public_data where  building_id=#{buildingId} ")
     TempModel queryWtTemp2(@Param("buildingId") String buildingId);
 
     //更新单箱温度

user-service/src/main/java/com/mh/user/mapper/provider/NowDataProvider.java

@@ -176,7 +176,9 @@ public class NowDataProvider {
                 "convert(decimal(8,1),AVG(convert(float,t1.temp02)))as temp02," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp06)))as temp06," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp08)))as temp08,convert(decimal(8,1),AVG(convert(float,t1.temp11)))as temp11," +
-                "convert(decimal(8,1),AVG(convert(float,t1.temp13)))as temp13,convert(decimal(8,1),AVG(convert(float,t1.temp15)))as temp15," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp13)))as temp13," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp14)))as temp14," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp15)))as temp15," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp16)))as temp16,convert(decimal(8,1),AVG(convert(float,t1.temp17)))as temp17," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp18)))as temp18,convert(decimal(8,1),AVG(convert(float,t1.temp19)))as temp19," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp20)))as temp20,convert(decimal(8,1),AVG(convert(float,t1.temp21)))as temp21," +
@@ -200,7 +202,9 @@ public class NowDataProvider {
                 "select t1.cur_date,t1.building_id,t2.building_name,t2.sort,convert(decimal(8,1),AVG(convert(float,t1.temp00)))as temp00," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp02)))as temp02,convert(decimal(8,1),AVG(convert(float,t1.temp06)))as temp06," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp08)))as temp08,convert(decimal(8,1),AVG(convert(float,t1.temp11)))as temp11," +
-                "convert(decimal(8,1),AVG(convert(float,t1.temp13)))as temp13,convert(decimal(8,1),AVG(convert(float,t1.temp15)))as temp15," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp13)))as temp13," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp14)))as temp14," +
+                "convert(decimal(8,1),AVG(convert(float,t1.temp15)))as temp15," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp16)))as temp16,convert(decimal(8,1),AVG(convert(float,t1.temp17)))as temp17," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp18)))as temp18,convert(decimal(8,1),AVG(convert(float,t1.temp19)))as temp19," +
                 "convert(decimal(8,1),AVG(convert(float,t1.temp20)))as temp20,convert(decimal(8,1),AVG(convert(float,t1.temp21)))as temp21," +

user-service/src/main/java/com/mh/user/mapper/provider/SysLogProvider.java

@@ -5,7 +5,7 @@ public class SysLogProvider {
     public String findLogs(String userName, int page, int limit){
         StringBuffer sql = new StringBuffer("");
         sql.append("select * from (" +
-                " select *,ROW_NUMBER() over(order by id) as rn from sys_log  " +
+                " select *,ROW_NUMBER() over(order by create_time desc) as rn from sys_log  " +
                 " where 1=1 ");
         if (userName != null && !userName.equals("")){
             sql.append(" AND user_name = #{userName} ");

user-service/src/main/java/com/mh/user/serialport/SendAndReceiveByCom.java

@@ -0,0 +1,215 @@
+package com.mh.user.serialport;
+
+import com.mh.common.utils.StringUtils;
+import com.mh.user.constants.Constant;
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.factory.Device;
+import com.mh.user.factory.DeviceFactory;
+import com.mh.user.service.BuildingService;
+import com.mh.user.service.DeviceInstallService;
+import com.mh.user.service.NowDataService;
+import com.mh.user.service.SysParamService;
+import com.mh.user.strategy.DeviceStrategy;
+import com.mh.user.strategy.DeviceStrategyFactory;
+import com.mh.user.utils.*;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+import purejavacomm.SerialPort;
+
+import java.util.Comparator;
+import java.util.Date;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 通过串口发送和接收数据
+ * @date 2024-03-18 14:56:32
+ */
+@Slf4j
+public class SendAndReceiveByCom {
+
+    List<DeviceCodeParamEntity> deviceManageEntityList;
+
+    ApplicationContext context = SpringBeanUtil.getApplicationContext();
+    DeviceInstallService deviceInstallService = context.getBean(DeviceInstallService.class);
+    NowDataService nowDataService = context.getBean(NowDataService.class);
+    BuildingService buildingService = context.getBean(BuildingService.class);
+
+    public void sendAndReceive(String sort, String thread) {
+        SerialPort serialPort = null;
+        CacheUtil cacheUtil = CacheUtil.getInstance();
+        try {
+            //生成对应的采集指令
+            List<DeviceCodeParamEntity> deviceParamsByType = cacheUtil.getDeviceParamsByType(sort);
+            deviceManageEntityList = deviceParamsByType
+                    .parallelStream()
+                    .filter(value -> value.getThread().equals(thread))
+                    .sorted(Comparator.comparing(DeviceCodeParamEntity::getDataCom))
+                    .collect(Collectors.toList());
+            int size = deviceManageEntityList.size();
+            for (int i = 0; i < size; i++) {
+                //判断网页端是否有操作设备的
+                if (Constant.WEB_FLAG) {
+                    if (serialPort != null) {
+                        SerialTool.closePort(serialPort);
+                    }
+                    log.info("有指令下发退出定时采集");
+                    break;
+                }
+                String comName = deviceManageEntityList.get(i).getDataCom().toUpperCase();
+                if (StringUtils.isBlank(comName)) {
+                    log.info("-------------串口：" + comName + "不存在!-------------");
+                    continue;
+                }
+
+                //获取设备实际波特率
+                int baudrate = deviceManageEntityList.get(i).getBaudrate();
+                //获取设备实际校验位
+                String parity = deviceManageEntityList.get(i).getParity();
+                String deviceAddr = deviceManageEntityList.get(i).getDeviceAddr();
+                String deviceType = deviceManageEntityList.get(i).getDeviceType();
+                String registerAddr = deviceManageEntityList.get(i).getRegisterAddr();
+                String brand = deviceManageEntityList.get(i).getBrand();//品牌
+                String buildingId = deviceManageEntityList.get(i).getBuildingId();
+                String buildingName = buildingService.queryBuildingName(buildingId); //查询楼栋名称
+                // 创建设备报文
+                Device device = DeviceFactory.createDevice(deviceType);
+                DeviceStrategy strategy = DeviceStrategyFactory.createStrategy(deviceType);
+                if (null == strategy) {
+                    continue;
+                }
+                device.setStrategy(strategy);
+                String sendStr = device.createOrders(deviceManageEntityList.get(i));
+
+                try {
+                    //传入对应的串口参数并打开串口
+                    if (StringUtils.isBlank(parity) || parity.equalsIgnoreCase("none")) {
+                        serialPort = SerialTool.openPort(comName, baudrate, SerialPort.DATABITS_8, SerialPort.STOPBITS_1, SerialPort.PARITY_NONE);
+                    } else {
+                        serialPort = SerialTool.openPort(comName, baudrate, SerialPort.DATABITS_8, SerialPort.STOPBITS_1, SerialPort.PARITY_EVEN);
+                    }
+                    if (null == serialPort) {
+                        continue;
+                    }
+                    //向串口发送指令
+                    if (StringUtils.isBlank(sendStr)) {
+                        continue;
+                    }
+                    SerialTool.sendToPort(SerialTool.HexString2Bytes(sendStr), serialPort, sendStr, deviceType);
+                    if (deviceType.equals("热泵")) {
+                        for (int j = 0; j < 4; j++) {
+                            Thread.sleep(1000);
+                            // 判断网页端是否有操作设备的
+                            if (Constant.WEB_FLAG) {
+                                SerialTool.closePort(serialPort);
+                                log.info("有指令下发退出定时采集");
+                                break;
+                            }
+                        }
+                    } else {
+                        Thread.sleep(2000);
+                    }
+
+                    //从串口读取数据
+                    byte[] bytes = SerialTool.readFromPort(serialPort);
+                    Date date1 = new Date();
+                    String dateStr = DateUtil.dateToString(date1, "yyyy-MM-dd HH:mm:ss");
+                    if (bytes == null) {
+                        SerialTool.closePort(serialPort);
+                        log.info("串口" + serialPort.getName() + "没有数据返回！" + i);
+                        log.info("----------------" + deviceType + "离线,设备号：" + deviceAddr + ",所属楼栋：" + buildingName + "----------------");
+                        String time1 = deviceInstallService.selectLastDate(deviceType, deviceAddr, buildingId);
+                        if (time1 == null) {
+                            time1 = dateStr;
+                        }
+                        int d = ExchangeStringUtil.compareCopyTime(time1, dateStr);
+                        if (d == 1) {
+                            deviceInstallService.updateNotOnline(deviceAddr, deviceType, buildingId, "离线"); //所有设备离线
+                            if (deviceType.equals("热泵")) {
+                                nowDataService.updateRunState(buildingId, deviceAddr, "离线", buildingName); //监控界面状态表热泵在线状态
+                            }
+                        }
+                        continue;
+                    }
+                    // 处理返回来的数据报文
+                    dealReceiveData(dateStr, serialPort, i, deviceAddr, deviceType, registerAddr, brand, buildingId, buildingName, bytes, device);
+
+                } catch (Exception e) {
+                    if (null != serialPort) {
+                        SerialTool.closePort(serialPort);
+                        log.error("发送窗口数据异常==>", e);
+                    }
+                } finally {
+                    if (null != serialPort) {
+                        SerialTool.closePort(serialPort);
+                        log.info("关闭串口==" + serialPort.getName());
+                    }
+                }
+            }
+        } catch (Exception e) {
+            log.error("-------------串口采集异常！----------->>", e);
+        }
+    }
+
+    /**
+     * 处理返回来的数据
+     *
+     * @param dateStr
+     * @param serialPort
+     * @param i
+     * @param deviceAddr
+     * @param deviceType
+     * @param registerAddr
+     * @param brand
+     * @param buildingId
+     * @param buildingName
+     * @param bytes
+     * @throws InterruptedException
+     */
+    private void dealReceiveData(String dateStr,
+                                 SerialPort serialPort,
+                                 int i,
+                                 String deviceAddr,
+                                 String deviceType,
+                                 String registerAddr,
+                                 String brand,
+                                 String buildingId,
+                                 String buildingName, byte[] bytes, Device device) {
+        try {
+            String receiveStr = "";
+            receiveStr = ExchangeStringUtil.parseByte2HexStr(bytes);
+            //去掉空格和null
+            receiveStr = receiveStr.replace("null", "");
+            receiveStr = receiveStr.replace(" ", "");
+            log.info("串口：" + serialPort.getName() + "，接受第" + i + "数据：" + receiveStr + "，大小： " + receiveStr.length());
+            //返回值全部变成大写
+            String receiveData = receiveStr.toUpperCase();
+            //截取去掉FE
+            String dataStr;
+            if (receiveData.length() > 8) {
+                String str1 = receiveData.substring(0, 8);
+                String str2 = receiveData.substring(8);
+                dataStr = str1.replace("FE", "") + str2;
+            } else {
+                dataStr = receiveData.replace("FE", "");
+            }
+            deviceInstallService.updateOnline(deviceAddr, deviceType, buildingId, "在线"); //设备在线
+            log.info("----------------" + deviceType + "在线,设备号：" + deviceAddr + ",所属楼栋：" + buildingName + "----------------");
+            if (deviceType.equals("热泵")) {
+                String strState = nowDataService.selectState(buildingId, deviceAddr);
+                if (strState != null && strState.equals("离线")) { //采集到数据
+                    nowDataService.updateRunState(buildingId, deviceAddr, "不运行", buildingName); //监控界面状态表热泵在线状态
+                }
+            }
+            // 解析返回来的数据
+            device.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
+
+        } catch (Exception e) {
+            log.error("楼栋：" + buildingName + "设备类型：" + deviceType + "保存数据库失败！" + i, e);
+        }
+    }
+
+}

user-service/src/main/java/com/mh/user/serialport/SerialPortSendReceive.java

@@ -1,281 +0,0 @@
-//package com.mh.user.serialport;
-//
-//import com.mh.user.constants.Constant;
-//import com.mh.user.entity.DeviceCodeParamEntity;
-//import com.mh.user.service.BuildingService;
-//import com.mh.user.service.DeviceCodeParamService;
-//import com.mh.user.service.DeviceInstallService;
-//import com.mh.user.service.NowDataService;
-//import com.mh.user.utils.*;
-//import lombok.extern.slf4j.Slf4j;
-//import org.springframework.context.ApplicationContext;
-//import gnu.io.SerialPort;
-//import java.nio.ByteBuffer;
-//import java.nio.charset.StandardCharsets;
-//import java.text.SimpleDateFormat;
-//import java.util.ArrayList;
-//import java.util.Date;
-//import java.util.List;
-//
-///**
-// * @author nxr
-// * @title ：
-// * @description ： 串口发送和接收处理,采集类
-// * @updateTime 2022-08-10
-// * @throws ：
-// */
-//@Slf4j
-//public class SerialPortSendReceive {
-//
-//    private String receiveStr = null;
-//    public SerialPort serialPort = null;
-//    private int size = 0;
-//    private int baudrate=9600;
-//    private String parity=null;
-//    List<DeviceCodeParamEntity> deviceManageEntityList;
-//    // 调用service
-//    ApplicationContext context = SpringBeanUtil.getApplicationContext();
-//    DeviceCodeParamService deviceCodeParamService = context.getBean(DeviceCodeParamService.class);
-//    DeviceInstallService deviceInstallService = context.getBean(DeviceInstallService.class);
-//    NowDataService nowDataService = context.getBean(NowDataService.class);
-//    BuildingService buildingService = context.getBean(BuildingService.class);
-//    AnalysisReceiveOrder485 analysisReceiveOrder485 = new AnalysisReceiveOrder485();
-//
-//    public void serialPortSend(String sort,String thread) {
-//        //查看所有串口
-//        SerialPortUtil serialPortUtil = SerialPortUtil.getSerialPortUtil();
-//        ArrayList<String> port = serialPortUtil.findPort();
-//        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
-//        Date date = new Date();
-//        String dateStr = df.format(date);
-//
-////        SerialTool serialPortUtil = SerialTool.getSerialPortUtil();
-////        ArrayList<String> port = serialPortUtil.findPort();
-////        comName=comName.toUpperCase(); //转为大写
-////        if (port.contains(comName)){
-//            try{
-//                //生成对应的采集指令
-//                if (sort.equals("1")){          //水温、水位
-//                    deviceManageEntityList = deviceCodeParamService.queryCodeParam3(thread);
-//                }else if (sort.equals("2")){    //采集水、电、运行状态！
-//                    deviceManageEntityList = deviceCodeParamService.queryCodeParam4(thread);
-//                }else if (sort.equals("3")){    //采集设定温度、设定水位、故障状态！
-//                    deviceManageEntityList = deviceCodeParamService.queryCodeParam5(thread);
-//                }else{
-//                    deviceManageEntityList = deviceCodeParamService.queryCodeParam3(thread);
-//                }
-//                size = deviceManageEntityList.size();
-//                for (int i=0;i<size;i++){
-//                    //判断网页端是否有操作设备的
-//                    if (Constant.WEB_FLAG) {
-//                        Constant.FLAG=false;
-//                        serialPortUtil.closePort(serialPort);
-////                        Thread.sleep(2000);
-//                        log.info("有指令下发退出定时采集");
-//                        break;
-//                    }
-//                    //获取设备实际波特率
-//                    baudrate=deviceManageEntityList.get(i).getBaudrate();
-//                    //获取设备实际校验位
-//                    parity=deviceManageEntityList.get(i).getParity();
-//                    String comName=deviceManageEntityList.get(i).getDataCom();
-//                    comName=comName.toUpperCase(); //转为大写
-//                    if (port.contains(comName)){
-//                        String deviceAddr=deviceManageEntityList.get(i).getDeviceAddr();
-//                        String deviceType=deviceManageEntityList.get(i).getDeviceType();
-//                        String registerAddr=deviceManageEntityList.get(i).getRegisterAddr();
-//                        String brand=deviceManageEntityList.get(i).getBrand();//品牌
-//                        String buildingId=deviceManageEntityList.get(i).getBuildingId();
-//                        String buildingName=buildingService.queryBuildingName(buildingId); //查询楼栋名称
-//                        try{
-//                            //传入对应的串口参数并打开串口
-//                            if (parity==null || parity.equals("") || parity.equalsIgnoreCase("none")){
-//                                serialPort = serialPortUtil.openPort(comName, baudrate, SerialPort.DATABITS_8, SerialPort.PARITY_NONE, SerialPort.PARITY_ODD);
-//                            }else{
-//                                serialPort = serialPortUtil.openPort(comName, baudrate, SerialPort.DATABITS_8, SerialPort.PARITY_EVEN, SerialPort.PARITY_ODD);
-//                            }
-//                            //向串口发送指令
-//                            if (serialPort != null) {
-////                                log.info("---------波特率:"+baudrate+",校验位:"+parity+" -----------");
-//                                SendOrderUtils.sendSerialPort(deviceManageEntityList.get(i), serialPort);
-//                                if (deviceType.equals("热泵")){
-//                                    Thread.sleep(4000);
-//                                }else{
-//                                    Thread.sleep(2000);
-//                                }
-//                            }else{
-//                                continue; //continue时，跳出本次循环，继续执行下次循环。Break时，跳出循环（结束循环），执行下面的语句。
-//                            }
-//                        }catch (Exception e){
-//                            Constant.WEB_FLAG=false;//可以采集的状态
-//                            if(i==size-1){
-//                                Constant.FLAG=false;
-//                            }
-//                            log.error("发送指令异常==>", e);
-//                        }
-//                        receiveStr="";
-//                        //从串口读取数据
-//                        byte[] bytes= serialPortUtil.readFromPort(serialPort);
-//                        try {
-//                            String byteStr = new String(bytes, 0, bytes.length).trim();
-//                        } catch (NullPointerException e) {
-//                            serialPortUtil.closePort(serialPort);
-//                            Thread.sleep(2000);
-//                            log.info("串口"+serialPort+"没有数据返回！"+i);
-//                            log.info("----------------"+deviceType+"离线,设备号："+deviceAddr+",所属楼栋："+buildingName+"----------------");
-//                            Constant.WEB_FLAG=false;//可以采集的状态
-//                            if(i==size-1){
-//                                Constant.FLAG=false;
-//                            }
-//                            String time1=deviceInstallService.selectLastDate(deviceType,deviceAddr,buildingId);
-//                            Date date1=new Date();
-//                            String time2=df.format(date1);
-//                            if (time1==null){
-//                                time1=df.format(date1);
-//                            }
-//                            int d= ExchangeStringUtil.compareCopyTime(time1,time2);
-//                            if (d==1){
-//                                deviceInstallService.updateNotOnline(deviceAddr,deviceType,buildingId,"离线"); //所有设备离线
-//                                if (deviceType.equals("热泵")){
-//                                    nowDataService.updateRunState(buildingId,deviceAddr,"离线", buildingName); //监控界面状态表热泵在线状态
-//                                }
-//                            }
-//                            continue;
-//                        }
-//                        receiveStr = receiveStr + printHexString(bytes);
-//                        //去掉空格和null
-//                        receiveStr = receiveStr.replace("null", "");
-//                        receiveStr = receiveStr.replace(" ", "");
-//                        log.info("串口"+serialPort+"接受第"+i+"数据：" + receiveStr + "，大小： " + receiveStr.length());
-//                        try{
-//                            serialPortUtil.closePort(serialPort);
-//                            log.info("关闭"+serialPort);
-//                        }catch (Exception e){
-////                            e.printStackTrace();
-//                            Constant.WEB_FLAG=false;//可以采集的状态
-//                            if(i==size-1){
-//                                Constant.FLAG=false;
-//                            }
-//                            log.error("关闭"+serialPort+"失败！");
-//                        }
-//                        //返回值全部变成大写
-//                        String receiveData = receiveStr.toUpperCase();
-//                        //截取去掉FE
-//                        String dataStr;
-//                        if (receiveData.length()>8){
-//                            String str1=receiveData.substring(0,8);
-//                            String str2=receiveData.substring(8);
-//                            dataStr=str1.replace("FE", "")+str2;
-//                        }else{
-//                            dataStr = receiveData.replace("FE", "");
-//                        }
-//                        deviceInstallService.updateOnline(deviceAddr,deviceType,buildingId,"在线"); //设备在线
-//                        log.info("----------------"+deviceType+"在线,设备号："+deviceAddr+",所属楼栋："+buildingName+"----------------");
-//                        if (deviceType.equals("热泵")){
-//                            String strState=nowDataService.selectState(buildingId,deviceAddr);
-//                            if (strState!=null && strState.equals("离线")){ //采集到数据
-//                                nowDataService.updateRunState(buildingId,deviceAddr,"不运行", buildingName); //监控界面状态表热泵在线状态
-//                            }
-//                        }
-//                        try{
-//                            SerialPortSendReceive2.analysisReceiveData(dateStr, deviceType, registerAddr, brand, buildingId, dataStr, analysisReceiveOrder485, nowDataService, buildingName);
-//                        }catch (Exception e){
-////                            e.printStackTrace();
-//                            Constant.WEB_FLAG=false;//可以采集的状态
-//                            if(i==size-1){
-//                                Constant.FLAG=false;
-//                            }
-//                            log.error(deviceManageEntityList.get(i).getDeviceType()+"保存数据库失败！"+i);
-//                        }
-//                        Thread.sleep(1000);
-//                    }else{
-//                        Constant.WEB_FLAG=false;//可以采集的状态
-//                        if(i==size-1){
-//                            Constant.FLAG=false;
-//                        }
-//                        log.info("-------------串口："+comName+"不存在!-------------");
-//                    }
-//                  if(i==size-1){
-//                      Constant.FLAG=false;
-//                      log.info("-------------一轮采集完,采集标志Constant.Flag="+Constant.FLAG+"-------------");
-//                  }
-//                }
-//            }catch (Exception e){
-//                e.printStackTrace();
-//                Constant.WEB_FLAG=false;//可以采集的状态
-//                Constant.FLAG=false;
-//                log.error("-------------串口采集异常！-------------");
-//            }
-////        }else {
-////            log.info("串口："+comName+"不存在!");
-////        }
-//    }
-//    /**
-//     * 字节数组转16进制字符串
-//     * @param b 字节数组
-//     * @return 16进制字符串
-//     */
-//    public static String printHexString(byte[] b) {
-//        StringBuilder sbf = new StringBuilder();
-//        for (byte value : b) {
-//            String hex = Integer.toHexString(value & 0xFF);
-//            if (hex.length() == 1) {
-//                hex = '0' + hex;
-//            }
-//            sbf.append(hex.toUpperCase()).append(" ");
-//        }
-//        return sbf.toString().trim();
-//    }
-//
-//    /**
-//     * 十六进制字符串转byte[]
-//     * @param hex 十六进制字符串
-//     * @return byte[]
-//     */
-//    public static byte[] hexStr2Byte(String hex) {
-//        if (hex == null) {
-//            return new byte[] {};
-//        }
-//
-//        // 奇数位补0
-//        if (hex.length() % 2 != 0) {
-//            hex = "0" + hex;
-//        }
-//
-//        int length = hex.length();
-//        ByteBuffer buffer = ByteBuffer.allocate(length / 2);
-//        for (int i = 0; i < length; i++) {
-//            String hexStr = hex.charAt(i) + "";
-//            i++;
-//            hexStr += hex.charAt(i);
-//            byte b = (byte) Integer.parseInt(hexStr, 16);
-//            buffer.put(b);
-//        }
-//        return buffer.array();
-//    }
-//
-//    /**
-//     * 16进制转换成为string类型字符串
-//     * @param s 待转换字符串
-//     */
-//    public static String hexStringToString(String s) {
-//        if (s == null || "".equals(s)) {
-//            return null;
-//        }
-//        s = s.replace(" ", "");
-//        byte[] baKeyword = new byte[s.length() / 2];
-//        for (int i = 0; i < baKeyword.length; i++) {
-//            try {
-//                baKeyword[i] = (byte) (0xff & Integer.parseInt(s.substring(i * 2, i * 2 + 2), 16));
-//            } catch (Exception e) {
-//                e.printStackTrace();
-//            }
-//        }
-//        try {
-//            s = new String(baKeyword, StandardCharsets.UTF_8);
-//        } catch (Exception e1) {
-//            e1.printStackTrace();
-//        }
-//        return s;
-//    }
-//}

user-service/src/main/java/com/mh/user/serialport/SerialPortSendReceive2.java

@@ -209,7 +209,6 @@ public class SerialPortSendReceive2 {
                                     String buildingName) {
         if ((dataStr.length() == 36 || dataStr.length() == 44 || dataStr.length() == 40 || dataStr.length() == 50) && deviceType.equals("电表")) {
             analysisReceiveOrder485.analysisMeterOrder485(dataStr, registerAddr, brand, buildingId, buildingName);
-            nowDataService.proWaterLevel(dateStr, buildingId, ""); //保存时间点楼栋水位
         } else if ((dataStr.length() == 18 || dataStr.length() == 70 || dataStr.length() == 44) && deviceType.equals("水表")) {
             analysisReceiveOrder485.analysisWtMeterOrder485(dataStr, registerAddr, brand, buildingId, buildingName);
         } else if (deviceType.equals("压变")) {
@@ -252,57 +251,4 @@ public class SerialPortSendReceive2 {
         }
     }
 
-    /**
-     * 十六进制字符串转byte[]
-     *
-     * @param hex 十六进制字符串
-     * @return byte[]
-     */
-    public static byte[] hexStr2Byte(String hex) {
-        if (hex == null) {
-            return new byte[]{};
-        }
-
-        // 奇数位补0
-        if (hex.length() % 2 != 0) {
-            hex = "0" + hex;
-        }
-
-        int length = hex.length();
-        ByteBuffer buffer = ByteBuffer.allocate(length / 2);
-        for (int i = 0; i < length; i++) {
-            String hexStr = hex.charAt(i) + "";
-            i++;
-            hexStr += hex.charAt(i);
-            byte b = (byte) Integer.parseInt(hexStr, 16);
-            buffer.put(b);
-        }
-        return buffer.array();
-    }
-
-    /**
-     * 16进制转换成为string类型字符串
-     *
-     * @param s 待转换字符串
-     */
-    public static String hexStringToString(String s) {
-        if (s == null || "".equals(s)) {
-            return null;
-        }
-        s = s.replace(" ", "");
-        byte[] baKeyword = new byte[s.length() / 2];
-        for (int i = 0; i < baKeyword.length; i++) {
-            try {
-                baKeyword[i] = (byte) (0xff & Integer.parseInt(s.substring(i * 2, i * 2 + 2), 16));
-            } catch (Exception e) {
-                e.printStackTrace();
-            }
-        }
-        try {
-            s = new String(baKeyword, StandardCharsets.UTF_8);
-        } catch (Exception e1) {
-            e1.printStackTrace();
-        }
-        return s;
-    }
 }

user-service/src/main/java/com/mh/user/serialport/SerialPortSingle2.java

@@ -3,18 +3,21 @@ package com.mh.user.serialport;
 import com.mh.common.utils.StringUtils;
 import com.mh.user.constants.Constant;
 import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.factory.Device;
+import com.mh.user.factory.DeviceFactory;
 import com.mh.user.service.BuildingService;
 import com.mh.user.service.DeviceInstallService;
 import com.mh.user.service.NowDataService;
+import com.mh.user.strategy.DeviceStrategy;
+import com.mh.user.strategy.DeviceStrategyFactory;
 import com.mh.user.utils.*;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.context.ApplicationContext;
 
 import java.io.IOException;
+import java.util.Date;
 
 import purejavacomm.SerialPort;
-import purejavacomm.SerialPortEvent;
-import purejavacomm.SerialPortEventListener;
 
 /**
  * @author nxr
@@ -28,7 +31,6 @@ public class SerialPortSingle2 {
 
     // 调用service
     ApplicationContext context = SpringBeanUtil.getApplicationContext();
-    AnalysisReceiveOrder485 analysisReceiveOrder485 = new AnalysisReceiveOrder485();
     DeviceInstallService deviceInstallService = context.getBean(DeviceInstallService.class);
     NowDataService nowDataService = context.getBean(NowDataService.class);
     BuildingService buildingService = context.getBean(BuildingService.class);
@@ -37,7 +39,9 @@ public class SerialPortSingle2 {
         SerialPort serialPort = null;
         String rtData = "fail";
         String comName = deviceCodeParamEntity.getDataCom().toUpperCase();
-        try {
+        if (StringUtils.isBlank(comName)) {
+            return rtData;
+        }
         try {
             int baudrate = deviceCodeParamEntity.getBaudrate();
             String parity = deviceCodeParamEntity.getParity();
@@ -46,10 +50,22 @@ public class SerialPortSingle2 {
             } else {
                 serialPort = SerialTool.openPort(comName, baudrate, SerialPort.DATABITS_8, SerialPort.STOPBITS_1, SerialPort.PARITY_EVEN);
             }
-                if (serialPort != null) {
+            if (serialPort ==  null) {
+                log.info("串口为空，无法进行采集控制");
+                return "fail";
+            }
+            // 创建设备报文
+            Device device = DeviceFactory.createDevice(deviceCodeParamEntity.getDeviceType());
             //向串口发送指令
             log.info("-----------------------------单抄向串口" + serialPort.getName() + "发送指令！-----------------------------");
-                    String sendStr = SendOrderUtils.getSendStr(deviceCodeParamEntity);
+//                    String sendStr = SendOrderUtils.getSendStr(deviceCodeParamEntity);
+            DeviceStrategy strategy = DeviceStrategyFactory.createStrategy(deviceCodeParamEntity.getDeviceType());
+            if (null == strategy) {
+                return rtData;
+            }
+            device.setStrategy(strategy);
+            String sendStr = device.createOrders(deviceCodeParamEntity);
+
             SerialTool.sendToPort(SerialTool.HexString2Bytes(sendStr), serialPort, sendStr, deviceCodeParamEntity.getDeviceType());
             CacheTools.initReceiveMsg(serialPort.getName());
             SerialPort finalSerialPort = serialPort;
@@ -69,14 +85,7 @@ public class SerialPortSingle2 {
                     log.error("单抄串口" + finalSerialPort + "异常，关闭串口", e);
                 }
             }, serialPort);
-                }
-            } catch (Exception e) {
-                SerialTool.closePort(serialPort);
-                log.info("单抄串口" + serialPort + "异常,没有数据返回！关闭串口", e);
-                return "fail";
-            }
-            String receiveStr;
-            if (serialPort !=  null) {
+            String receiveStr = "";
             receiveStr = CacheTools.waitReceiveMsg(serialPort.getName());
             //去掉空格和null
             if (StringUtils.isBlank(receiveStr)) {
@@ -110,41 +119,37 @@ public class SerialPortSingle2 {
                     nowDataService.updateRunState(buildingId, deviceAddr, "不运行", buildingName); //监控界面状态表热泵在线状态
                 }
             }
-                try {
-                    if ((dataStr.length() == 18 || dataStr.length() == 70 || dataStr.length() == 72 || dataStr.length() == 44) && deviceType.equals("水表")) {
-                        rtData = analysisReceiveOrder485.analysisWtMeterOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if ((dataStr.length() == 36 || dataStr.length() == 44 || dataStr.length() == 40 || dataStr.length() == 50) && deviceType.equals("电表")) {
-                        rtData = analysisReceiveOrder485.analysisMeterOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if (deviceType.equals("压变")) {
-                        rtData = analysisReceiveOrder485.analysisPressureOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if ((dataStr.length() == 30) && deviceType.equals("状态检测")) {//五路状态读取,兼容旧版系统
-                        analysisReceiveOrder485.analysisStateOrder485(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if (deviceType.equals("水位开关") && (StringUtils.isBlank(registerAddr) || (registerAddr.equals("0018") || registerAddr.equals("0017")))) {
-                        rtData = analysisReceiveOrder485.analysisRelayOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                        log.info("水位开关读取或者设置返回值==>{}", rtData);
-                    } else if (deviceType.equals("热泵")) {
-                        rtData = analysisReceiveOrder485.analysisPumpOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if (deviceType.equals("时控")) {
-                        rtData = analysisReceiveOrder485.analysisTimeSetOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                        log.info("时控读取或者设置返回值==>{}", rtData);
-                    } else if (deviceType.equals("水位开关") && !StringUtils.isBlank(registerAddr) &&  registerAddr.equals("0010")) { //热泵状态
-                        rtData = analysisReceiveOrder485.analysisPumpStateOrder2(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if (deviceType.equals("温度变送器")) {
-                        rtData = analysisReceiveOrder485.analysisMulTempOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
-                    } else if (deviceType.equals("热泵状态")) {
-                        rtData = analysisReceiveOrder485.analysisPumpStateOrder2(dataStr, registerAddr, brand, buildingId, buildingName);
-                    }
-                } catch (Exception e) {
-                    log.error(deviceCodeParamEntity.getDeviceType() + "单抄保存数据库失败！", e);
-                    SerialTool.closePort(serialPort);
-                    return "fail";
-                }
-            } else {
-                log.info("串口为空，无法进行采集控制");
-                return "fail";
-            }
-            SerialTool.closePort(serialPort);
-            Thread.sleep(200);
+//                try {
+//                    if ((dataStr.length() == 18 || dataStr.length() == 70 || dataStr.length() == 72 || dataStr.length() == 44) && deviceType.equals("水表")) {
+//                        rtData = analysisReceiveOrder485.analysisWtMeterOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if ((dataStr.length() == 36 || dataStr.length() == 44 || dataStr.length() == 40 || dataStr.length() == 50) && deviceType.equals("电表")) {
+//                        rtData = analysisReceiveOrder485.analysisMeterOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if (deviceType.equals("压变")) {
+//                        rtData = analysisReceiveOrder485.analysisPressureOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if ((dataStr.length() == 30) && deviceType.equals("状态检测")) {//五路状态读取,兼容旧版系统
+//                        analysisReceiveOrder485.analysisStateOrder485(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if (deviceType.equals("水位开关") && (StringUtils.isBlank(registerAddr) || (registerAddr.equals("0018") || registerAddr.equals("0017")))) {
+//                        rtData = analysisReceiveOrder485.analysisRelayOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                        log.info("水位开关读取或者设置返回值==>{}", rtData);
+//                    } else if (deviceType.equals("热泵")) {
+//                        rtData = analysisReceiveOrder485.analysisPumpOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if (deviceType.equals("时控")) {
+//                        rtData = analysisReceiveOrder485.analysisTimeSetOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                        log.info("时控读取或者设置返回值==>{}", rtData);
+//                    } else if (deviceType.equals("水位开关") && !StringUtils.isBlank(registerAddr) &&  registerAddr.equals("0010")) { //热泵状态
+//                        rtData = analysisReceiveOrder485.analysisPumpStateOrder2(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if (deviceType.equals("温度变送器")) {
+//                        rtData = analysisReceiveOrder485.analysisMulTempOrder4852(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    } else if (deviceType.equals("热泵状态")) {
+//                        rtData = analysisReceiveOrder485.analysisPumpStateOrder2(dataStr, registerAddr, brand, buildingId, buildingName);
+//                    }
+//                } catch (Exception e) {
+//                    log.error(deviceCodeParamEntity.getDeviceType() + "单抄保存数据库失败！", e);
+//                    SerialTool.closePort(serialPort);
+//                    return "fail";
+//                }
+            rtData = device.analysisReceiveData(DateUtil.dateToString(new Date(), "yyyy-MM-dd HH:mm:ss"),
+                    deviceType, registerAddr, brand, buildingId, buildingName, dataStr);
             log.info("-----------------------------" + serialPort.getName() + "单抄结束！-----------------------------");
             return rtData;
         } catch (Exception e) {

user-service/src/main/java/com/mh/user/serialport/SerialPortThread.java

@@ -18,8 +18,6 @@ public class SerialPortThread implements Runnable{
     private String thread = "1";
     public static SerialPort serialPort = null;
     private String name;
-    // 调用service
-    //ApplicationContext context = SpringBeanUtil.getApplicationContext();
 
     private CountDownLatch countDownLatch;
 
@@ -37,8 +35,13 @@ public class SerialPortThread implements Runnable{
 
     public void run(){
         log.info("创建发送接收数据线程>>>>>>>>>>>>>>" + thread);
-        SerialPortSendReceive2 serial=new SerialPortSendReceive2();
-        serial.serialPortSend(name,thread);
+        SendAndReceiveByCom sendAndReceiveByCom = new SendAndReceiveByCom();
+        try {
+            sendAndReceiveByCom.sendAndReceive(name, thread);
+        } catch (Exception e) {
+            log.error("串口通信发生异常: ", e);
+        } finally {
             this.countDownLatch.countDown();
         }
     }
+}

user-service/src/main/java/com/mh/user/service/BuildingService.java

@@ -72,4 +72,6 @@ public interface BuildingService {
     int selectPumpCount(String buildingId);
 
     String selectBuildingNameById(String buildingId);
+
+    Double queryLowTankHeight(String buildingId);
 }

user-service/src/main/java/com/mh/user/service/ControlSetService.java

@@ -6,5 +6,5 @@ public interface ControlSetService {
 
     void saveControlSet(ControlSetEntity controlSetEntity);
 
-    ControlSetEntity queryControlSet(String buildingId);
+    ControlSetEntity queryControlSet(String buildingId, String timeName);
 }

user-service/src/main/java/com/mh/user/service/HistoryDataPreService.java

@@ -0,0 +1,54 @@
+package com.mh.user.service;
+
+import com.mh.user.dto.EnergyPreDTO;
+import com.mh.user.dto.EnergyPreEchartDataDTO;
+import com.mh.user.dto.EnergyPreTopDataDTO;
+import com.mh.user.entity.HistoryDataPre;
+
+import java.util.HashMap;
+import java.util.List;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 预测历史数据服务类
+ * @date 2024-05-09 10:02:54
+ */
+public interface HistoryDataPreService {
+
+    /**
+     * 获取训练数据
+     * @param buildingId
+     * @throws Exception
+     */
+    void startTrainData(String buildingId) throws Exception;
+
+    /**
+     * 开始预测数据
+     * @param buildingId
+     * @param curDate
+     * @throws Exception
+     */
+    void startPredictData(String buildingId, String curDate) throws Exception;
+
+    /**
+     * 获取每栋楼的数据
+     * @param buildingId
+     * @param curDate
+     * @return
+     */
+    List<HistoryDataPre> getRecentData(String buildingId, String curDate);
+
+    /**
+     * 获取预测数据
+     * @param buildingId
+     * @param beginDate
+     * @param endDate
+     * @param type
+     * @return
+     */
+    List<HashMap<String, Object>> getEnergyPre(String buildingId, String beginDate, String endDate, String type);
+
+    List<EnergyPreTopDataDTO> getTopData(String buildingId, String type);
+}

user-service/src/main/java/com/mh/user/service/KnowledgeDataService.java

@@ -0,0 +1,23 @@
+package com.mh.user.service;
+
+import com.mh.common.page.PageRequest;
+import com.mh.common.page.PageResult;
+import com.mh.user.entity.KnowledgeDataEntity;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 知识库服务
+ * @date 2024-06-26 14:32:06
+ */
+public interface KnowledgeDataService {
+
+    void insertKnowledgeData(KnowledgeDataEntity knowledgeData);
+
+    PageResult queryKnowledgeData(PageRequest pageRequest);
+
+    void updateData(KnowledgeDataEntity knowledgeData);
+
+    KnowledgeDataEntity getById(Long id);
+}

user-service/src/main/java/com/mh/user/service/NowDataService.java

@@ -1,15 +1,13 @@
 package com.mh.user.service;
 
-import com.mh.common.annotation.SysLogger;
-import com.mh.user.entity.NowDataEntity;
-import com.mh.user.entity.PumpMinutesEntity;
-import com.mh.user.entity.WaterLevelEntity;
-import com.mh.user.entity.WaterTempEntity;
+import com.mh.user.annotation.SysLogger;
+import com.mh.user.entity.*;
 import com.mh.user.model.WaterLevelModel;
 import org.apache.ibatis.annotations.Param;
 import org.apache.ibatis.annotations.Select;
 
 import java.util.List;
+import java.util.Map;
 
 public interface NowDataService {
 
@@ -67,6 +65,13 @@ public interface NowDataService {
     //从监视表查询热泵温度平均值
     String selectAve(String buildingId);
 
+    /**
+     * 查询最高温度
+     * @param buildingId
+     * @return
+     */
+    String selectMaxTemp(String buildingId);
+
     //求单个热泵温度
     String selectSingleTemp(String pumpId,String buildingId);
 
@@ -86,7 +91,7 @@ public interface NowDataService {
     void upTempSet2(String buildingId,String tempSet,String pumpID);
 
     //查询每天24小时每个热泵温度变化情况
-    @SysLogger
+    @SysLogger(optDesc = "查询每天24小时每个热泵温度变化情况",title = "查询每天24小时每个热泵温度变化情况")
     List<WaterTempEntity> queryWaterTemp(String buildingID,String curDate,int page,int limit);
 
     int queryWaterTempCount(String buildingID,String curDate);
@@ -135,5 +140,12 @@ public interface NowDataService {
     //通过楼栋编号获取最小热泵id号,规定最小热泵号为单箱
     String selectMinPumpId(String buildingId);
 
+    void updateNowDataByPumpName(String pumpName, String buildingId, String useWater, String backWater, String upWater);
+
+    Map<String, Object> selectTopOneState(String buildingId);
+
+    void updateNowPublicData(NowPublicDataEntity publicData);
+
+    void updatePumpName(String oldPumpId, String oldPumpName, String oldBuildingId, String pumpId, String pumpName, String buildingId, String buildingName);
 }
 

user-service/src/main/java/com/mh/user/service/impl/AnalysisServiceImpl.java

@@ -23,8 +23,10 @@ public class AnalysisServiceImpl implements AnalysisService {
             return analysisMapper.queryAnalysisElectYear(curDate,buildingId);
         }else if(type==3){
             return analysisMapper.queryAnalysisEnergyYear(curDate,buildingId);
-        }else {
+        }else if (type==4){
             return analysisMapper.queryAnalysisMaintainYear(curDate,buildingId);
+        } else {
+            return analysisMapper.queryAnalysisRuntimeYear(curDate,buildingId);
         }
     }
 
@@ -36,8 +38,10 @@ public class AnalysisServiceImpl implements AnalysisService {
             return analysisMapper.queryAnalysisElectMonth(curDate,buildingId);
         }else if (type==3){
             return analysisMapper.queryAnalysisEnergyMonth(curDate,buildingId);
-        }else{
+        }else if (type==4){
             return analysisMapper.queryAnalysisMaintainMonth(curDate,buildingId);
+        } else {
+            return analysisMapper.queryAnalysisRuntimeMonth(curDate,buildingId);
         }
     }
 }

user-service/src/main/java/com/mh/user/service/impl/BuildingServiceImpl.java

@@ -93,4 +93,9 @@ public class BuildingServiceImpl implements BuildingService {
     public String selectBuildingNameById(String buildingId) {
         return buildingMapper.selectBuildingNameById(buildingId);
     }
+
+    @Override
+    public Double queryLowTankHeight(String buildingId) {
+        return buildingMapper.queryLowTankHeight(buildingId);
+    }
 }

user-service/src/main/java/com/mh/user/service/impl/ControlSetServiceImpl.java

@@ -1,5 +1,6 @@
 package com.mh.user.service.impl;
 
+import com.mh.common.utils.StringUtils;
 import com.mh.user.entity.ControlSetEntity;
 import com.mh.user.mapper.ControlSetMapper;
 import com.mh.user.service.ControlSetService;
@@ -26,8 +27,10 @@ public class ControlSetServiceImpl implements ControlSetService {
     }
 
     @Override
-    public ControlSetEntity queryControlSet(String buildingId) {
-
-        return controlSetMapper.queryControlSet(buildingId);
+    public ControlSetEntity queryControlSet(String buildingId, String timeName) {
+        if (StringUtils.isBlank(timeName)) {
+            timeName = "%";
+        }
+        return controlSetMapper.queryControlSet(buildingId,timeName);
     }
 }

user-service/src/main/java/com/mh/user/service/impl/DeviceControlServiceImpl.java

@@ -11,6 +11,7 @@ import com.mh.user.model.DeviceModel;
 import com.mh.user.model.SerialPortModel;
 import com.mh.user.serialport.SerialPortSingle2;
 import com.mh.user.service.*;
+import com.mh.user.utils.ExchangeStringUtil;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Service;
 
@@ -286,6 +287,8 @@ public class DeviceControlServiceImpl implements DeviceControlService {
                     deviceCodeParam.setRegisterAddr("0642"); //寄存器地址
                 } else if ("瑞星".equals(deviceCodeParam.getBrand())) {
                     deviceCodeParam.setRegisterAddr("000A"); //寄存器地址
+                } else if ("海尔".equals(deviceCodeParam.getBrand())) {
+                    deviceCodeParam.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"), 4));
                 } else  {
                     deviceCodeParam.setRegisterAddr("0003"); //寄存器地址
                 }
@@ -303,6 +306,9 @@ public class DeviceControlServiceImpl implements DeviceControlService {
             } else if (deviceCodeParam.getBrand().equals("瑞星")) {
                 deviceCodeParam.setRegisterAddr("000A"); //寄存器地址
                 deviceCodeParam.setFunCode("10");        //功能码写数据
+            } else if ("海尔".equals(deviceCodeParam.getBrand())) {
+                deviceCodeParam.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"), 4)); //寄存器地址
+                deviceCodeParam.setFunCode("06");        //功能码写数据
             } else {
                 deviceCodeParam.setRegisterAddr("0003"); //寄存器地址
                 deviceCodeParam.setFunCode("06");        //功能码写数据
@@ -357,6 +363,8 @@ public class DeviceControlServiceImpl implements DeviceControlService {
                 deviceCodeParam.setRegisterAddr("0007"); //寄存器地址
             } else if ("瑞星".equals(deviceCodeParam.getBrand())) {
                 deviceCodeParam.setRegisterAddr("0046"); //寄存器地址
+            } else if ("海尔".equals(deviceCodeParam.getBrand())) {
+                deviceCodeParam.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20026"), 4));
             } else {
                 deviceCodeParam.setRegisterAddr("0064"); //寄存器地址
             }
@@ -372,6 +380,8 @@ public class DeviceControlServiceImpl implements DeviceControlService {
                 deviceCodeParam.setRegisterAddr("0641"); //寄存器地址
             } else if ("瑞星".equals(deviceCodeParam.getBrand())) {
                 deviceCodeParam.setRegisterAddr("0001");
+            } else if ("海尔".equals(deviceCodeParam.getBrand())) {
+                deviceCodeParam.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20001"), 4));
             } else {
                 deviceCodeParam.setRegisterAddr("0BBD"); //寄存器地址
             }
@@ -385,6 +395,13 @@ public class DeviceControlServiceImpl implements DeviceControlService {
             } else {
                 deviceCodeParam.setRegisterAddr("00240000"); //寄存器地址
             }
+        } else if ("startOrStop".equals(deviceCodeParam.getParam())) {
+            deviceCodeParam.setFunCode("06");        //功能码读数据
+            if ("瑞星".equals(deviceCodeParam.getBrand())) {
+                deviceCodeParam.setRegisterAddr("0001"+ ExchangeStringUtil.addZeroForNum(deviceCodeParam.getDataValue(), 4));
+            } else if ("海尔".equals(deviceCodeParam.getBrand())) {
+                deviceCodeParam.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20001"), 4)+ ExchangeStringUtil.addZeroForNum(deviceCodeParam.getDataValue(), 4));
+            }
         }
         return rtData;
     }

user-service/src/main/java/com/mh/user/service/impl/DeviceInstallServiceImpl.java

@@ -6,10 +6,12 @@ import com.mh.user.entity.DeviceInstallTempEntity;
 import com.mh.user.entity.UploadDeviceInstallEntity;
 import com.mh.user.mapper.DeviceCodeParamMapper;
 import com.mh.user.mapper.DeviceInstallMapper;
+import com.mh.user.mapper.NowDataMapper;
 import com.mh.user.model.DeviceModel;
 import com.mh.user.service.BuildingService;
 import com.mh.user.service.DeviceInstallService;
 import com.mh.user.utils.CacheUtil;
+import com.mh.user.utils.ExchangeStringUtil;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.BeanUtils;
 import org.springframework.beans.factory.annotation.Autowired;
@@ -33,11 +35,21 @@ public class DeviceInstallServiceImpl implements DeviceInstallService {
 
     @Autowired
     private DeviceCodeParamMapper deviceCodeParamMapper;
+    @Autowired
+    private NowDataMapper nowDataMapper;
 
     @Override
     public int saveDevice(DeviceInstallEntity deviceInstallEntity) {
         String buildingName = buildingService.selectBuildingNameById(deviceInstallEntity.getBuildingId());
         deviceInstallEntity.setBuildingName(buildingName);
+        if ("电表".equalsIgnoreCase(deviceInstallEntity.getDeviceType())) {
+            // 000005500773
+            deviceInstallEntity.setDeviceAddr(ExchangeStringUtil.addZeroForNum(deviceInstallEntity.getDeviceAddr(), 12));
+        } else if ("水表".equalsIgnoreCase(deviceInstallEntity.getDeviceType())
+                && deviceInstallEntity.getBrand().contains("美柯")) {
+            // 00000086058863
+            deviceInstallEntity.setDeviceAddr(ExchangeStringUtil.addZeroForNum(deviceInstallEntity.getDeviceAddr(), 14));
+        }
         this.createParamCode(deviceInstallEntity);
         return deviceInstallMapper.saveDevice(deviceInstallEntity);
     }
@@ -152,6 +164,27 @@ public class DeviceInstallServiceImpl implements DeviceInstallService {
                         deviceCodeParamEntity.setFunCode("03");
                         deviceCodeParamMapper.insertDeviceCodeParamList(Collections.singletonList(deviceCodeParamEntity));
                         break;
+                    case "海尔":
+                        // 插入device_code_param表
+                        deviceCodeParamEntity.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(20026), 4)); //实际水温
+                        deviceCodeParamEntity.setFunCode("03");
+                        deviceCodeParamMapper.insertDeviceCodeParamList(Collections.singletonList(deviceCodeParamEntity));
+
+                        // 插入device_code_param1表
+                        deviceCodeParamEntity.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(20001), 4)); //运行状态
+                        deviceCodeParamEntity.setFunCode("03");
+                        deviceCodeParamMapper.insertDeviceCodeParamList2(Collections.singletonList(deviceCodeParamEntity));
+
+                        // 插入device_code_param2表
+                        deviceCodeParamEntity.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(20003), 4)); //设定温度
+                        deviceCodeParamEntity.setFunCode("03");
+                        deviceCodeParamMapper.insertDeviceCodeParamList(Collections.singletonList(deviceCodeParamEntity));
+
+                        // 插入device_code_param2表
+                        deviceCodeParamEntity.setRegisterAddr(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(20041), 4)); //故障状态
+                        deviceCodeParamEntity.setFunCode("03");
+                        deviceCodeParamMapper.insertDeviceCodeParamList(Collections.singletonList(deviceCodeParamEntity));
+                        break;
                     default:
                         break;
                 }
@@ -245,7 +278,7 @@ public class DeviceInstallServiceImpl implements DeviceInstallService {
     @Override
     public int deleteDevice(List<DeviceInstallEntity> records) {
         for(DeviceInstallEntity record:records) {
-            deviceInstallMapper.deleteDevice(record.getId().toString());
+//            deviceInstallMapper.deleteDevice(record.getId().toString());
         }
         return 0;
     }
@@ -256,6 +289,10 @@ public class DeviceInstallServiceImpl implements DeviceInstallService {
         DeviceInstallEntity oldEntity = deviceInstallMapper.selectDeviceById(Long.valueOf(id));
         // 删除全部的device_code_param值
         this.deleteParamCode(oldEntity);
+        if (oldEntity.getDeviceType().equals("热泵")) {
+            // 删除now_data表数据
+            nowDataMapper.deleteNowDataByDeviceAddr(oldEntity.getDeviceAddr(), oldEntity.getBuildingId());
+        }
         return deviceInstallMapper.deleteDevice(id);
     }
 
@@ -387,9 +424,9 @@ public class DeviceInstallServiceImpl implements DeviceInstallService {
             // 更新电表
             deviceTypeStr = "电表";
         }
-        String dataValue = new BigDecimal(realValue).subtract(new BigDecimal(readValue)).toString();
+//        String dataValue = new BigDecimal(realValue).subtract(new BigDecimal(readValue)).toString();
         try {
-            deviceInstallMapper.updateDeviation(buildingId, deviceTypeStr, param, dataValue);
+            deviceInstallMapper.updateDeviation(buildingId, deviceTypeStr, param, realValue);
             return true;
         } catch (Exception e) {
             throw new RuntimeException(e);

user-service/src/main/java/com/mh/user/service/impl/HistoryDataPreServiceImpl.java

@@ -0,0 +1,253 @@
+package com.mh.user.service.impl;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.fastjson2.JSONWriter;
+import com.github.benmanes.caffeine.cache.Cache;
+import com.mh.algorithm.bpnn.BPModel;
+import com.mh.algorithm.bpnn.BPNeuralNetworkFactory;
+import com.mh.algorithm.bpnn.BPParameter;
+import com.mh.algorithm.matrix.Matrix;
+import com.mh.algorithm.utils.CsvInfo;
+import com.mh.algorithm.utils.SerializationUtil;
+import com.mh.common.utils.StringUtils;
+import com.mh.user.dto.EnergyPreDTO;
+import com.mh.user.dto.EnergyPreEchartDataDTO;
+import com.mh.user.dto.EnergyPreTopDataDTO;
+import com.mh.user.entity.HistoryDataPre;
+import com.mh.user.entity.SysParamEntity;
+import com.mh.user.job.GetWeatherInfoJob;
+import com.mh.user.mapper.HistoryDataPreMapper;
+import com.mh.user.service.HistoryDataPreService;
+import com.mh.user.service.SysParamService;
+import com.mh.user.utils.DateUtil;
+import org.springframework.beans.factory.annotation.Qualifier;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+import javax.annotation.Resource;
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.time.LocalDate;
+import java.time.format.DateTimeFormatter;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 预测历史数据服务实现类
+ * @date 2024-05-09 10:03:24
+ */
+@Service
+@Transactional(rollbackFor = Exception.class)
+public class HistoryDataPreServiceImpl implements HistoryDataPreService {
+
+    @Resource
+    private HistoryDataPreMapper historyDataPreMapper;
+
+    @Resource
+    @Qualifier("caffeineCache")
+    private Cache caffeineCache;
+
+    @Resource
+    private SysParamService sysParamService;
+
+    @Resource
+    private GetWeatherInfoJob getWeatherInfoJob;
+
+
+    public static String[] convert(HistoryDataPre dataPre) {
+        // 假设HistoryDataPre有字段如field1, field2, field3等，根据需要进行转换
+        return new String[] {
+                String.valueOf(dataPre.getEnvMinTemp()),
+                String.valueOf(dataPre.getEnvMaxTemp()),
+                String.valueOf(dataPre.getPeopleNum()),
+                String.valueOf(dataPre.getWaterValue()),
+                String.valueOf(dataPre.getElectValue()),
+                String.valueOf(dataPre.getWaterLevel())
+        };
+    }
+
+    @Override
+    public void startTrainData(String buildingId) throws Exception {
+        List<HistoryDataPre> trainData = historyDataPreMapper.getTrainData(buildingId);
+        if (trainData == null || trainData.size() == 0) {
+            return;
+        }
+        List<String[]> historyDataPreList = new ArrayList<>();
+        for (HistoryDataPre dataPre : trainData) {
+            historyDataPreList.add(convert(dataPre));
+        }
+        // 创建训练集矩阵
+        CsvInfo csvInfo = new CsvInfo();
+        csvInfo.setCsvFileList(new ArrayList<>(historyDataPreList));
+        Matrix trainSet = csvInfo.toMatrix();
+
+        // 创建BPNN工厂对象
+        BPNeuralNetworkFactory factory = new BPNeuralNetworkFactory();
+
+        // 创建BP参数对象
+        BPParameter bpParameter = new BPParameter();
+        bpParameter.setInputLayerNeuronCount(3);
+        bpParameter.setHiddenLayerNeuronCount(3);
+        bpParameter.setOutputLayerNeuronCount(3);
+        bpParameter.setPrecision(0.01);
+        bpParameter.setMaxTimes(50000);
+
+        // 训练BP神经网络
+        BPModel bpModel = factory.trainBP(bpParameter, trainSet);
+
+        // 将BPModel序列化到本地
+        SerializationUtil.serialize(bpModel, buildingId+"_pre_data");
+    }
+
+    @Override
+    public void startPredictData(String buildingId, String curDate) throws Exception {
+        // 判断是否存在天气温度数据以及现在的用水量用电量等
+//        int isPre = historyDataPreMapper.selectIsPre(buildingId, curDate);
+//        if (isPre > 0) {
+//            return;
+//        }
+        // 获取当前天气数据
+        SysParamEntity sysParam = sysParamService.selectSysParam();
+        Object weather = caffeineCache.getIfPresent(sysParam.getProArea());
+        if (weather == null) {
+            getWeatherInfoJob.getWeatherInfo();
+            weather = caffeineCache.getIfPresent(sysParam.getProArea());
+        }
+        String weatherStr = (String) weather;
+        JSONObject jsonObject = JSON.parseObject(weatherStr);
+        if (null == jsonObject) {
+            return;
+        }
+        String envMinTemp = "16.50";
+        String envMaxTemp = "26.00";
+        JSONArray jsonArray = jsonObject.getJSONArray("forecasts").getJSONObject(0).getJSONArray("casts");
+        for (int i = 0; i < jsonArray.size(); i++) {
+            JSONObject jsonObject1 = jsonArray.getJSONObject(i);
+            if (jsonObject1.getString("date").equals(curDate)) {
+                envMinTemp =jsonObject1.getString("nighttemp");
+                envMaxTemp = jsonObject1.getString("daytemp");
+                break;
+            }
+        }
+        // 获取当前用水量和用电量以及实际平均水位
+        HistoryDataPre curHistoryData = historyDataPreMapper.selectCurData(buildingId, curDate);
+        // 插入数据
+        curHistoryData.setEnvMaxTemp(new BigDecimal(envMaxTemp));
+        curHistoryData.setEnvMinTemp(new BigDecimal(envMinTemp));
+        HistoryDataPre historyDataPre = historyDataPreMapper.selectOneData(buildingId, curDate);
+        if (historyDataPre == null) {
+            historyDataPreMapper.insertData(curHistoryData);
+        }
+        // 开始预测
+        HistoryDataPre historyDataPre1 = historyDataPreMapper.selectOneData(buildingId, curDate);
+        String[] preData = new String[]{
+                historyDataPre1.getEnvMinTemp().toString(),
+                historyDataPre1.getEnvMaxTemp().toString(),
+                historyDataPre1.getPeopleNum().toString()
+        };
+
+        CsvInfo csvInfo = new CsvInfo();
+        ArrayList<String[]> list = new ArrayList<>();
+        list.add(preData);
+        csvInfo.setCsvFileList(list);
+        Matrix data = csvInfo.toMatrix();
+        // 将BPModel反序列化
+        BPModel bpModel1 = (BPModel) SerializationUtil.deSerialization(buildingId+"_pre_data");
+        // 创建工厂
+        BPNeuralNetworkFactory factory = new BPNeuralNetworkFactory();
+        Matrix result = factory.computeBP(bpModel1, data);
+        // 得出预测数据
+        HistoryDataPre preHistoryData = new HistoryDataPre();
+        preHistoryData.setId(historyDataPre1.getId());
+        preHistoryData.setBuildingId(buildingId);
+        for (int i = 0; i < result.getMatrixRowCount(); i++) {
+            String[] record = new String[result.getMatrixColCount()];
+            for (int j = 0; j < result.getMatrixColCount(); j++) {
+                record[j] = String.valueOf(result.getValOfIdx(i, j));
+            }
+            // 拼接预测值
+            preHistoryData.setWaterValuePre(evaluateAndReturnBigDecimal(record[0]));
+            preHistoryData.setElectValuePre(evaluateAndReturnBigDecimal(record[1]));
+            preHistoryData.setWaterLevelPre(evaluateAndReturnBigDecimal(record[2]));
+        }
+        preHistoryData.setWaterValue(curHistoryData.getWaterValue());
+        preHistoryData.setElectValue(curHistoryData.getElectValue());
+        preHistoryData.setWaterLevel(curHistoryData.getWaterLevel());
+        // 更新预测值
+        historyDataPreMapper.updateById(preHistoryData);
+    }
+
+    /**
+     * 判断输入的字符串转换的BigDecimal是否小于或等于0，返回BigDecimal.ZERO。
+     * 如果小于或等于0，返回输入的BigDecimal；如果大于0，然后返回相应的BigDecimal值。
+     *
+     * @param recordValue 记录中的值，用于转换为BigDecimal进行比较
+     * @return 经过判断后的BigDecimal值
+     */
+    public static BigDecimal evaluateAndReturnBigDecimal(String recordValue) {
+        BigDecimal value = new BigDecimal(recordValue);
+        if (value.compareTo(BigDecimal.ZERO) >= 0) {
+            return value.setScale(2, RoundingMode.HALF_UP);
+        } else {
+            return BigDecimal.ZERO;
+        }
+    }
+
+    @Override
+    public List<HistoryDataPre> getRecentData(String buildingId, String curDate) {
+        return historyDataPreMapper.getRecentData(buildingId, curDate);
+    }
+
+    @Override
+    public List<HashMap<String, Object>> getEnergyPre(String buildingId, String beginDate, String endDate, String type) {
+        if (StringUtils.isBlank(beginDate) || StringUtils.isBlank(endDate)) {
+            DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+            // 获取当前日期
+            LocalDate now = LocalDate.now();
+            // 向前推30天
+            LocalDate startDate = now.minusDays(30);
+            beginDate = startDate.format(formatter);
+            // 结束日期是当前日期
+            endDate = now.format(formatter);
+        }
+        if (StringUtils.isBlank(buildingId) || StringUtils.isBlank(type)) {
+            return null;
+        }
+        List<EnergyPreEchartDataDTO> energyPre = historyDataPreMapper.getEnergyPre(buildingId, beginDate, endDate, type);
+        if (energyPre.size() == 0) {
+            return null;
+        }
+        String[] curDate = energyPre.stream()
+                .map(EnergyPreEchartDataDTO::getCurDate)
+                .toArray(String[]::new); // 使用stream和map转换每个对象的特定字段为JSON字符串，然后转换成数组
+        String[] curData = energyPre.stream()
+                .map(EnergyPreEchartDataDTO::getCurData)
+                .toArray(String[]::new); // 使用stream和map转换每个对象的特定字段为JSON字符串，然后转换成数组
+        String[] preData = energyPre.stream()
+                .map(EnergyPreEchartDataDTO::getPreData)
+                .toArray(String[]::new); // 使用stream和map转换每个对象的特定字段为JSON字符串，然后转换成数组
+        String[] errorData = energyPre.stream()
+                .map(EnergyPreEchartDataDTO::getErrorData)
+                .toArray(String[]::new); // 使用stream和map转换每个对象的特定字段为JSON字符串，然后转换成数组
+        List<HashMap<String, Object>> resultList = new ArrayList<>();
+        HashMap<String, Object> resultHashMap = new HashMap<>();
+        resultHashMap.put("curDate", curDate);
+        resultHashMap.put("curData", curData);
+        resultHashMap.put("preData", preData);
+        resultHashMap.put("errorData", errorData);
+        resultList.add(resultHashMap);
+        return resultList;
+    }
+
+    @Override
+    public List<EnergyPreTopDataDTO> getTopData(String buildingId, String type) {
+        // 获取顶部数据（昨日，昨日预测，今日预测，昨日偏差值）
+        return historyDataPreMapper.getTopData(buildingId, type);
+    }
+}

user-service/src/main/java/com/mh/user/service/impl/KnowledgeDataServiceImpl.java

@@ -0,0 +1,47 @@
+package com.mh.user.service.impl;
+
+import com.github.pagehelper.PageHelper;
+import com.mh.common.page.ColumnFilter;
+import com.mh.common.page.MybatisPageHelper;
+import com.mh.common.page.PageRequest;
+import com.mh.common.page.PageResult;
+import com.mh.user.entity.KnowledgeDataEntity;
+import com.mh.user.mapper.KnowledgeDataMapper;
+import com.mh.user.service.KnowledgeDataService;
+import org.springframework.stereotype.Service;
+
+import javax.annotation.Resource;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 知识库服务实现类
+ * @date 2024-06-26 14:33:20
+ */
+@Service
+public class KnowledgeDataServiceImpl implements KnowledgeDataService {
+
+    @Resource
+    private KnowledgeDataMapper knowledgeDataMapper;
+
+    @Override
+    public void insertKnowledgeData(KnowledgeDataEntity knowledgeData) {
+        knowledgeDataMapper.insertKnowledgeData(knowledgeData);
+    }
+
+    @Override
+    public PageResult queryKnowledgeData(PageRequest pageRequest) {
+        return MybatisPageHelper.findPage(pageRequest, knowledgeDataMapper);
+    }
+
+    @Override
+    public void updateData(KnowledgeDataEntity knowledgeData) {
+        knowledgeDataMapper.updateData(knowledgeData);
+    }
+
+    @Override
+    public KnowledgeDataEntity getById(Long id) {
+        return knowledgeDataMapper.getById(id);
+    }
+}

user-service/src/main/java/com/mh/user/service/impl/NowDataServiceImpl.java

@@ -1,5 +1,6 @@
 package com.mh.user.service.impl;
 
+import com.mh.common.utils.StringUtils;
 import com.mh.user.entity.*;
 import com.mh.user.mapper.DeviceFloorMapper;
 import com.mh.user.mapper.DeviceInstallMapper;
@@ -17,8 +18,10 @@ import org.springframework.stereotype.Service;
 
 import java.math.BigDecimal;
 import java.text.SimpleDateFormat;
+import java.util.Collections;
 import java.util.Date;
 import java.util.List;
+import java.util.Map;
 import java.util.concurrent.locks.ReentrantLock;
 
 @Slf4j
@@ -142,18 +145,25 @@ public class NowDataServiceImpl implements NowDataService {
         strDate=strDate.substring(0,13)+":00:00";
 
         try{
-            if (dataType.equals("tempSet")){ //温度设定
+            switch (dataType) {
+                case "tempSet":  //温度设定
                     data.setTempSet(strData);
-            }else if (dataType.equals("waterTemp")){ //水箱水温
+                    break;
+                case "waterTemp":  //水箱水温
                     data.setWaterTemp(strData);
-            }else if (dataType.equals("runState")){  //运行状态
+                    break;
+                case "runState":   //运行状态
                     data.setRunState(strData);
-            }else if (dataType.equals("isFault")){   //是否故障
+                    break;
+                case "isFault":    //是否故障
                     data.setIsFault(strData);
-            }else if (dataType.equals("levelSet")){  //水位设定
+                    break;
+                case "levelSet":   //水位设定
                     data.setLevelSet(strData);
-            }else if (dataType.equals("waterLevel")){//实际水位
+                    break;
+                case "waterLevel": //实际水位
                     data.setWaterLevel(strData);
+                    break;
             }
             //从安装表获取设备信息
             DeviceInstallEntity deviceInstallEntity=deviceInstallMapper.selectDevice(deviceAddr,deviceType,buildingId);
@@ -188,15 +198,15 @@ public class NowDataServiceImpl implements NowDataService {
                 nowDataMapper.saveNowData(data);
             }else {
                 if (deviceType.equals("压变")) {
-                    String seat=deviceInstallService.selectSeat("压变",deviceAddr,buildingId);
+                    String seat=deviceInstallService.selectSeat(deviceType,deviceAddr,buildingId);
                     log.info("-------楼栋："+buildingName+",类型："+deviceType+",地址："+deviceAddr+",区位："+seat+",数值："+strData+"------");
-                    if (seat!=null){
+                    if (!StringUtils.isBlank(seat)){
                         nowDataMapper.nowDataWaterLevel(strData,seat,buildingId);
                     }else{
                         nowDataMapper.updateNowData2(data);
                     }
                 }else if (deviceType.equals("水位开关")){
-                    String seat=deviceInstallService.selectSeat("水位开关",deviceAddr,buildingId);
+                    String seat=deviceInstallService.selectSeat(deviceType,deviceAddr,buildingId);
                     log.info("-------楼栋："+buildingName+",类型："+deviceType+",地址："+deviceAddr+",区位："+seat+",数值："+strData+"------");
                     if (seat!=null){
                         nowDataMapper.nowDataLevelSet(strData,seat,buildingId);
@@ -213,17 +223,17 @@ public class NowDataServiceImpl implements NowDataService {
                 nowDataMapper.saveHistoryData(data);
             }else {
                 if (deviceType.equals("压变")) {
-                    String seat=deviceInstallService.selectSeat("压变",deviceAddr,buildingId);
-                    if (seat!=null){
-                        nowDataMapper.historyDataWaterLevel(strData,seat,buildingId,"");
+                    String seat=deviceInstallService.selectSeat(deviceType,deviceAddr,buildingId);
+                    if (!StringUtils.isBlank(seat)){
+                        nowDataMapper.historyDataWaterLevel(strData,seat,buildingId,strDate);
                         log.info("------楼栋:"+buildingName+",历史记录压变区位:"+seat+"------");
                     }else{
                         nowDataMapper.updateHistoryData2(data);
                     }
                 }else if (deviceType.equals("水位开关")){
-                    String seat=deviceInstallService.selectSeat("水位开关",deviceAddr,buildingId);
-                    if (seat!=null){
-                        nowDataMapper.historyDataLevelSet(strData,seat,buildingId,"");
+                    String seat=deviceInstallService.selectSeat(deviceType,deviceAddr,buildingId);
+                    if (!StringUtils.isBlank(seat)){
+                        nowDataMapper.historyDataLevelSet(strData,seat,buildingId,strDate);
                         log.info("------楼栋:"+buildingName+",历史记录水位开关区位:"+seat+"------");
                     }else{
                         nowDataMapper.updateHistoryData2(data);
@@ -246,14 +256,19 @@ public class NowDataServiceImpl implements NowDataService {
         strDate=strDate.substring(0,13)+":00:00";
         NowDataEntity data=new NowDataEntity();
         try{
-            if (dataType.equals("tempSet")){         //温度设定
+            switch (dataType) {
+                case "tempSet":          //温度设定
                     data.setTempSet(strData);
-            }else if (dataType.equals("waterTemp")){ //水箱水温
+                    break;
+                case "waterTemp":  //水箱水温
                     data.setWaterTemp(strData);
-            }else if (dataType.equals("runState")){  //运行状态
+                    break;
+                case "runState":   //运行状态
                     data.setRunState(strData);
-            }else if (dataType.equals("isFault")){   //是否故障
+                    break;
+                case "isFault":    //是否故障
                     data.setIsFault(strData);
+                    break;
             }
             String buildingName=buildingService.queryBuildingName(buildingId);
             //判断实时表是否有记录
@@ -297,14 +312,19 @@ public class NowDataServiceImpl implements NowDataService {
             }else {
                 NowDataEntity data2=nowDataMapper.selectHistoryData(strDate,buildingId,pumpId);
                 if (data2!=null){
-                    if (dataType.equals("tempSet")){         //温度设定
+                    switch (dataType) {
+                        case "tempSet":          //温度设定
                             data2.setTempSet(strData);
-                    }else if (dataType.equals("waterTemp")){ //水箱水温
+                            break;
+                        case "waterTemp":  //水箱水温
                             data2.setWaterTemp(strData);
-                    }else if (dataType.equals("runState")){  //运行状态
+                            break;
+                        case "runState":   //运行状态
                             data2.setRunState(strData);
-                    }else if (dataType.equals("isFault")){   //是否故障
+                            break;
+                        case "isFault":    //是否故障
                             data2.setIsFault(strData);
+                            break;
                     }
                     nowDataMapper.updateHistoryData(data2);
                 }
@@ -382,6 +402,11 @@ public class NowDataServiceImpl implements NowDataService {
         return nowDataMapper.selectAve(buildingId, null);
     }
 
+    @Override
+    public String selectMaxTemp(String buildingId) {
+        return nowDataMapper.selectMaxTemp(buildingId, null);
+    }
+
     @Override
     public String selectSingleTemp(String pumpId,String buildingId) {
         return nowDataMapper.selectSingleTemp(pumpId,buildingId);
@@ -527,4 +552,24 @@ public class NowDataServiceImpl implements NowDataService {
     public String selectMinPumpId(String buildingId) {
         return nowDataMapper.selectMinPumpId(buildingId);
     }
+
+    @Override
+    public void updateNowDataByPumpName(String pumpName, String buildingId, String useWater, String backWater, String upWater) {
+        nowDataMapper.updateNowDataByPumpName(pumpName, buildingId, useWater, backWater, upWater);
+    }
+
+    @Override
+    public Map<String, Object> selectTopOneState(String buildingId) {
+        return nowDataMapper.selectTopOneState(buildingId);
+    }
+
+    @Override
+    public void updateNowPublicData(NowPublicDataEntity publicData) {
+        nowPublicDataMapper.updateNowPublicData(publicData);
+    }
+
+    @Override
+    public void updatePumpName(String oldPumpId, String oldPumpName, String oldBuildingId, String pumpId, String pumpName, String buildingId, String buildingName) {
+        nowDataMapper.updatePumpName(oldPumpId, oldPumpName, oldBuildingId, pumpId, pumpName, buildingId, buildingName);
+    }
 }

user-service/src/main/java/com/mh/user/service/impl/NowPublicDataServiceImpl.java

@@ -3,6 +3,7 @@ package com.mh.user.service.impl;
 import com.mh.user.entity.NowPublicDataEntity;
 import com.mh.user.mapper.BuildingMapper;
 import com.mh.user.mapper.DeviceInstallMapper;
+import com.mh.user.mapper.NowDataMapper;
 import com.mh.user.mapper.NowPublicDataMapper;
 import com.mh.user.model.TempModel;
 import com.mh.user.service.NowPublicDataService;
@@ -14,6 +15,7 @@ import org.springframework.transaction.annotation.Transactional;
 import java.text.SimpleDateFormat;
 import java.util.Date;
 import java.util.List;
+import java.util.Map;
 
 @Slf4j
 @Service
@@ -29,6 +31,8 @@ public class NowPublicDataServiceImpl implements NowPublicDataService {
     BuildingMapper buildingMapper;
 
     private final SimpleDateFormat sdf1 = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+    @Autowired
+    private NowDataMapper nowDataMapper;
 
     @Override
     public void saveNowPublicData(NowPublicDataEntity nowPublicDataEntity) {
@@ -42,7 +46,10 @@ public class NowPublicDataServiceImpl implements NowPublicDataService {
 
     @Override
     public NowPublicDataEntity queryNowPublicData(String buildingId) {
-        return nowPublicDataMapper.queryNowPublicData(buildingId);
+        NowPublicDataEntity nowPublicDataEntity = nowPublicDataMapper.queryNowPublicData(buildingId);
+        String maxTemp = nowDataMapper.selectMaxTemp(buildingId, null);
+        nowPublicDataEntity.setUseWaterTemp(maxTemp);
+        return nowPublicDataEntity;
     }
 
     @Override

user-service/src/main/java/com/mh/user/sqlmapper/SysLogMapper.xml

@@ -198,13 +198,13 @@
   <select id="findPage" resultMap="BaseResultMap">
     select
     <include refid="Base_Column_List" />
-    from sys_log
+    from sys_log order by create_time desc
   </select>
   <select id="findPageByUserName" parameterType="java.lang.String" resultMap="BaseResultMap">
   	<bind name="pattern" value="'%' + _parameter.userName + '%'" />
     select
     <include refid="Base_Column_List" />
     from sys_log
-    where user_name like #{pattern}
+    where user_name like #{pattern} order by create_time desc
   </select>
 </mapper>

user-service/src/main/java/com/mh/user/strategy/DeviceStrategy.java

@@ -0,0 +1,20 @@
+package com.mh.user.strategy;
+
+import com.mh.user.entity.DeviceCodeParamEntity;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 设备操作策略模式
+ * @date 2024-03-15 16:25:43
+ */
+public interface DeviceStrategy {
+
+    /**
+     * 根据读，写方式创建报文
+     */
+    String createOrders(DeviceCodeParamEntity deviceCodeParamEntity);
+
+    String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr);
+}

user-service/src/main/java/com/mh/user/strategy/DeviceStrategyFactory.java

@@ -0,0 +1,18 @@
+package com.mh.user.strategy;
+
+import com.mh.user.constants.DeviceStrategyEnum;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 策略工厂类
+ * @date 2024-03-18 11:23:38
+ */
+public class DeviceStrategyFactory {
+
+    public static DeviceStrategy createStrategy(String deviceType) {
+        return DeviceStrategyEnum.getDeviceStrategy(deviceType);
+    }
+
+}

user-service/src/main/java/com/mh/user/strategy/EleMeterStrategy.java

@@ -0,0 +1,119 @@
+package com.mh.user.strategy;
+
+import com.mh.common.utils.StringUtils;
+import com.mh.user.entity.DataResultEntity;
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.service.DataResultService;
+import com.mh.user.utils.ExchangeStringUtil;
+import com.mh.user.utils.SpringBeanUtil;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+
+import java.util.Date;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 电表运行策略
+ * @date 2024-03-18 09:51:17
+ */
+@Slf4j
+public class EleMeterStrategy implements DeviceStrategy {
+
+
+    // 调用service
+    ApplicationContext context = SpringBeanUtil.getApplicationContext();
+    DataResultService dataResultService = context.getBean(DataResultService.class);
+
+    private static class SingletonHolder {
+        private static final EleMeterStrategy INSTANCE = new EleMeterStrategy();
+    }
+
+    private EleMeterStrategy() {
+        // 防止外部直接实例化
+    }
+
+    public static EleMeterStrategy getInstance() {
+        return EleMeterStrategy.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        String str = "";
+        String deviceAddr = deviceCodeParamEntity.getDeviceAddr();
+        if (deviceAddr != null && deviceAddr.length() > 0) {
+            try {
+                //0代表前面补充0,12代表长度为12,d代表参数为正数型,基表通讯号
+                str = String.format("%012d", Long.parseLong(deviceAddr));
+                //转换位置
+                str = ExchangeStringUtil.changePosition(str);
+                //拼接功能码
+                str = "68" + str + "680102";
+                String strData = "1090";
+                //加33操作
+                str = str + ExchangeStringUtil.addThree(strData);
+                //检验和
+                String checkSum = ExchangeStringUtil.makeChecksum(str);
+                str = "FEFEFE" + str + checkSum + "16";
+            } catch (Exception e) {
+                log.error("生成采集电表指令错误==>", e);
+            }
+        }
+        log.info("生成采集电表指令==>" + str);
+        return str.toUpperCase();
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        String data = "";
+        if (dataStr.length() == 36 || dataStr.length() == 40 || dataStr.length() == 44 || dataStr.length() == 50) {
+            String checkStr = dataStr.substring(0, dataStr.length() - 4); //减去校验码
+            String checkNum = ExchangeStringUtil.makeChecksum(checkStr);  //生成校验码
+            //返回的校验码与重新生成的校验码进行校验
+            if (checkNum.equalsIgnoreCase(dataStr.substring(dataStr.length() - 4, dataStr.length() - 2))) {
+                //表号，12位
+                String meterId = checkStr.substring(12, 14) + checkStr.substring(10, 12) + checkStr.substring(8, 10)
+                        + checkStr.substring(6, 8) + checkStr.substring(4, 6) + checkStr.substring(2, 4);
+                meterId = String.format("%012d", Long.parseLong(meterId));
+                StringBuilder stringBuilder = new StringBuilder();
+                if (dataStr.length() == 36) {
+                    for (int i = 0; i < 4; i++) {
+                        String data1 = checkStr.substring(32 - 2 * (i + 1), 32 - 2 * i);
+                        stringBuilder.append(data1);
+                    }
+                } else {
+                    for (int i = 0; i < 4; i++) {
+                        String data1 = checkStr.substring(36 - 2 * (i + 1), 36 - 2 * i);
+                        stringBuilder.append(data1);
+                    }
+                }
+                data = stringBuilder.toString();
+                data = ExchangeStringUtil.cutThree(data);
+                // 0 代表前面补充0,4 代表长度为4,d 代表参数为正数型
+                data = String.format("%08d", Long.parseLong(data));
+                data = data.substring(0, 6) + "." + data.substring(6, 8);
+                log.info("电表表号：" + meterId + ",电表读数：" + data);
+                try {
+                    DataResultEntity dataResultEntity = new DataResultEntity();
+                    dataResultEntity.setDeviceAddr(meterId);//通讯编号
+                    dataResultEntity.setDeviceType("电表");
+                    dataResultEntity.setBuildingId(buildingId);
+                    dataResultEntity.setCurValue(Double.parseDouble(data));     //当前读数
+                    Date date = new Date();
+                    dataResultEntity.setCurDate(date);           //当前日期
+                    dataResultService.saveDataResult(dataResultEntity);
+                    log.info("电表数据保存数据库成功！ 楼栋名称：" + buildingName);
+                } catch (Exception e) {
+                    log.error("电表数据保存数据库失败！楼栋名称：" + buildingName, e);
+                }
+            } else {
+                log.info("电表报文检验失败: " + dataStr);
+            }
+        }
+        if (!StringUtils.isBlank(data)) {
+            data = String.valueOf(Double.valueOf(data)); //00010.76,去除读数前面带0的情况
+        }
+        return data;
+    }
+}

user-service/src/main/java/com/mh/user/strategy/HeatPumpStatusStrategy.java

@@ -0,0 +1,241 @@
+package com.mh.user.strategy;
+
+import com.alibaba.fastjson2.JSON;
+import com.mh.common.utils.StringUtils;
+import com.mh.user.constants.Constant;
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.service.BuildingService;
+import com.mh.user.service.NowDataService;
+import com.mh.user.service.NowPublicDataService;
+import com.mh.user.utils.ExchangeStringUtil;
+import com.mh.user.utils.SpringBeanUtil;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 热泵状态
+ * @date 2024-03-18 09:51:17
+ */
+@Slf4j
+public class HeatPumpStatusStrategy implements DeviceStrategy {
+
+
+    // 调用service
+    ApplicationContext context = SpringBeanUtil.getApplicationContext();
+    NowDataService nowDataService = context.getBean(NowDataService.class);
+    NowPublicDataService nowPublicDataService = context.getBean(NowPublicDataService.class);
+    BuildingService buildingService = context.getBean(BuildingService.class);
+
+    private static class SingletonHolder {
+        private static final HeatPumpStatusStrategy INSTANCE = new HeatPumpStatusStrategy();
+    }
+
+    private HeatPumpStatusStrategy() {
+        // 防止外部直接实例化
+    }
+
+    public static HeatPumpStatusStrategy getInstance() {
+        return HeatPumpStatusStrategy.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        String deviceAddr = deviceCodeParamEntity.getDeviceAddr();
+        String brand = deviceCodeParamEntity.getBrand();
+        String funCode = deviceCodeParamEntity.getFunCode();
+        String registerAddr = deviceCodeParamEntity.getRegisterAddr();
+        String str = "";
+        if (deviceAddr != null && deviceAddr.length() > 0) {
+            try {
+                if (StringUtils.isBlank(brand) || Constant.BRAND_ZHONG_KAI.equals(brand)) {
+                    str = ExchangeStringUtil.decToHex(deviceAddr);
+                    str = ExchangeStringUtil.addZeroForNum(str, 2);
+                    str = "33" + str + "1700000000";  //旧版继电器
+                    // 检验和
+                    String checkSum = ExchangeStringUtil.makeChecksum(str);
+                    str = str + checkSum;
+                } else if (Constant.BRAND_YUAN_XIANG.equals(brand)) {
+                    str = ExchangeStringUtil.decToHex(deviceAddr);
+                    str = ExchangeStringUtil.addZeroForNum(str, 2);
+                    str = str + "0300100008";
+                    String checkWord = ExchangeStringUtil.getStrCRC16(str); //CRC16校验
+                    str = str + checkWord;
+                } else if (Constant.BRAND_DING_WEI.equals(brand)) {
+                    str = String.format("%012d", Long.parseLong(deviceAddr));
+                    //转换位置
+                    str = ExchangeStringUtil.changePosition(str); //表号
+                    String strData = "";
+                    str = "68" + str + "680102";
+                    strData = "25C0"; //标志
+                    // }
+                    strData = ExchangeStringUtil.addThree(strData); //加33
+                    str = str + strData;
+                    //检验和
+                    String checkSum = ExchangeStringUtil.makeChecksum(str);//校验
+                    str = "FEFEFE" + str + checkSum + "16";
+                }
+            } catch (Exception e) {
+                log.error("生成热泵状态指令出错！" + str, e);
+            }
+        }
+        log.info("生成热泵状态采集指令>>>>" + str);
+        return str.toUpperCase();
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String receiveData) {
+        String result = Constant.FAIL;
+        String l1 = "";
+        String l2 = "";
+        String l3 = "";
+        String l4 = "";
+        String l5 = "";
+        String l6 = "";
+        String l7 = "";
+        String l8 = "";
+        String runState = "";
+        String addr = "";
+        Map<String, String> map = new HashMap<String, String>();
+        String checkStr = receiveData.substring(0, receiveData.length() - 4);  //检验报文减,去校验码
+        if (StringUtils.isBlank(brand) || brand.equals("顶威")) {
+            String checkNum = ExchangeStringUtil.makeChecksum(checkStr);           //生成校验码
+            if (checkNum.equalsIgnoreCase(receiveData.substring(receiveData.length() - 4, receiveData.length() - 2))) {
+                //表号，12位
+                addr = checkStr.substring(12, 14) + checkStr.substring(10, 12) + checkStr.substring(8, 10)
+                        + checkStr.substring(6, 8) + checkStr.substring(4, 6) + checkStr.substring(2, 4);
+                addr = addr.replaceAll("^0*", "");
+                String data = checkStr.substring(24, 26); //截取数值
+                data = ExchangeStringUtil.cutThree(data);
+                String strStatus = ExchangeStringUtil.hexString2binaryString(data);
+                strStatus = String.format("%08d", Long.parseLong(strStatus));
+                if (strStatus.charAt(7) == '1') {
+                    l1 = "1";
+                } else {
+                    l1 = "0";
+                }
+                if (strStatus.charAt(6) == '1') {
+                    l2 = "1";
+                } else {
+                    l2 = "0";
+                }
+                if (strStatus.charAt(5) == '1') {
+                    l3 = "1";
+                } else {
+                    l3 = "0";
+                }
+                if (strStatus.charAt(4) == '1') {
+                    l4 = "1";
+                } else {
+                    l4 = "0";
+                }
+                if (strStatus.charAt(3) == '1') {
+                    l5 = "1";
+                } else {
+                    l5 = "0";
+                }
+                if (strStatus.charAt(2) == '1') {
+                    l6 = "1";
+                } else {
+                    l6 = "0";
+                }
+                if (strStatus.charAt(1) == '1') {
+                    l7 = "1";
+                } else {
+                    l7 = "0";
+                }
+                if (strStatus.charAt(0) == '1') {
+                    l8 = "1";
+                } else {
+                    l8 = "0";
+                }
+            }
+        } else if (brand.equals("中凯")) {
+            addr = ExchangeStringUtil.hexToDec(checkStr.substring(2, 4));
+            l1 = checkStr.substring(4, 6);
+            l2 = checkStr.substring(20, 22);
+            l3 = checkStr.substring(36, 38);
+            l4 = checkStr.substring(52, 54);
+            l5 = checkStr.substring(68, 70);
+            l6 = checkStr.substring(84, 86);
+            l7 = checkStr.substring(100, 102);
+            l8 = checkStr.substring(116, 118);
+        } else if (brand.equals("远向")) {
+            String checkWord = ExchangeStringUtil.getStrCRC16(checkStr);
+            if (checkWord.equalsIgnoreCase(receiveData.substring(receiveData.length() - 4))) {
+                addr = ExchangeStringUtil.hexToDec(checkStr.substring(0, 2));//地址
+                l1 = checkStr.substring(6, 10);
+                l2 = checkStr.substring(10, 14);
+                l3 = checkStr.substring(14, 18);
+                l4 = checkStr.substring(18, 22);
+                l5 = checkStr.substring(22, 26);
+                l6 = checkStr.substring(26, 30);
+                l7 = checkStr.substring(30, 34);
+                l8 = checkStr.substring(34, 38);
+            } else {
+                log.info("热泵状态报文检验失败: " + receiveData);
+            }
+        }
+        if (l1.equals("12") || l1.equals("0001")) { //正常是0001
+            map.put("1", "运行");
+        } else {
+            map.put("1", "不运行");
+        }
+        if (l2.equals("12") || l2.equals("0001")) {
+            map.put("2", "运行");
+        } else {
+            map.put("2", "不运行");
+        }
+        if (l3.equals("12") || l3.equals("0001")) {
+            map.put("3", "运行");
+        } else {
+            map.put("3", "不运行");
+        }
+        if (l4.equals("12") || l4.equals("0001")) {
+            map.put("4", "运行");
+        } else {
+            map.put("4", "不运行");
+        }
+        if (l5.equals("12") || l5.equals("0001")) {
+            map.put("5", "运行");
+        } else {
+            map.put("5", "不运行");
+        }
+        if (l6.equals("12") || l6.equals("0001")) {
+            map.put("6", "运行");
+        } else {
+            map.put("6", "不运行");
+        }
+        if (l7.equals("12") || l7.equals("0001")) {
+            map.put("7", "运行");
+        } else {
+            map.put("7", "不运行");
+        }
+        if (l8.equals("12") || l8.equals("0001")) {
+            map.put("8", "运行");
+        } else {
+            map.put("8", "不运行");
+        }
+        int count = buildingService.selectPumpCount(buildingId); //楼栋热泵数
+        if (count > 0) {
+            for (Map.Entry<String, String> entry : map.entrySet()) {
+                addr = entry.getKey(); //获取Key值作为热泵ID
+                runState = entry.getValue();
+                if (addr != null && Integer.parseInt(addr) <= count) {
+                    nowDataService.saveNowHistoryData3(addr, "热泵状态", runState, "runState", buildingId);
+                    nowDataService.proPumpMinutes(buildingId, addr, runState); //计算热泵运行时长
+                    nowDataService.proWaterTemp(dateStr, buildingId, addr);    //保存时间点温度
+                    log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + runState);
+                }
+            }
+            log.info("热泵状态号：" + addr + ",保存数据库成功！楼栋名称：" + buildingName);
+            result = JSON.toJSONString(map); //map转json字符串
+        }
+        return result;
+    }
+}

user-service/src/main/java/com/mh/user/strategy/HeatPumpStrategy.java

@@ -0,0 +1,542 @@
+package com.mh.user.strategy;
+
+import com.mh.common.utils.StringUtils;
+import com.mh.user.constants.Constant;
+import com.mh.user.entity.DeviceCodeParamEntity;
+import com.mh.user.entity.NowPublicDataEntity;
+import com.mh.user.service.*;
+import com.mh.user.utils.ExchangeStringUtil;
+import com.mh.user.utils.SpringBeanUtil;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.ApplicationContext;
+
+import java.math.BigDecimal;
+
+/**
+ * @author LJF
+ * @version 1.0
+ * @project CHWS
+ * @description 热泵策略
+ * @date 2024-03-18 09:51:17
+ */
+@Slf4j
+public class HeatPumpStrategy implements DeviceStrategy {
+
+
+    // 调用service
+    ApplicationContext context = SpringBeanUtil.getApplicationContext();
+    NowDataService nowDataService = context.getBean(NowDataService.class);
+    NowPublicDataService nowPublicDataService = context.getBean(NowPublicDataService.class);
+    PumpSetService pumpSetService = context.getBean(PumpSetService.class);
+    DeviceInstallService deviceInstallService = context.getBean(DeviceInstallService.class);
+
+    private static class SingletonHolder {
+        private static final HeatPumpStrategy INSTANCE = new HeatPumpStrategy();
+    }
+
+    private HeatPumpStrategy() {
+        // 防止外部直接实例化
+    }
+
+    public static HeatPumpStrategy getInstance() {
+        return HeatPumpStrategy.SingletonHolder.INSTANCE;
+    }
+
+    @Override
+    public String createOrders(DeviceCodeParamEntity deviceCodeParamEntity) {
+        String deviceAddr = deviceCodeParamEntity.getDeviceAddr();
+        String brand = deviceCodeParamEntity.getBrand();
+        String funCode = deviceCodeParamEntity.getFunCode();
+        String registerAddr = deviceCodeParamEntity.getRegisterAddr();
+        String dataValue = deviceCodeParamEntity.getDataValue();
+        String str = "";
+        String param = "";
+        if (deviceAddr != null && deviceAddr.length() > 0) {
+            try {
+                // 0代表前面补充0,2代表长度为2,d代表参数为正数型
+                str = ExchangeStringUtil.decToHex(deviceAddr);
+                str = ExchangeStringUtil.addZeroForNum(str, 2);
+                if (StringUtils.isBlank(brand) || Constant.BRAND_MEI_DI.equals(brand)) {
+                    if (StringUtils.isBlank(funCode) || funCode.equals("03")) {
+                        if (StringUtils.isBlank(registerAddr) || registerAddr.equalsIgnoreCase("0641")) {            // 运行状态
+                            str = str + "0306410001";
+                            param = "运行状态";
+                        } else if (registerAddr.equalsIgnoreCase("0007")) {     // 水温
+                            str = str + "0300070001";
+                            param = "实际温度";
+                        } else if (registerAddr.equalsIgnoreCase("000B")) {     // 故障状态,100*N+11
+                            str = str + "03000B0001";
+                            param = "故障状态";
+                        } else if (registerAddr.equalsIgnoreCase("0642")) {     // 读温度设定
+                            str = str + "0306420001";
+                            param = "设定温度";
+                        } else if (registerAddr.equalsIgnoreCase("0656")) {     //读时段1
+                            str = str + "0306560004";
+                            param = "时段1";
+                        } else if (registerAddr.equalsIgnoreCase("065A")) {     //读时段2
+                            str = str + "03065A0004";
+                            param = "时段2";
+                        }
+                    } else {//10
+                        if (StringUtils.isBlank(registerAddr) || registerAddr.equalsIgnoreCase("0642")) {//温度设定,写
+                            str = str + "100642000102" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex(String.valueOf(dataValue)), 4);   //写,待测试
+                        } else {
+                            if (dataValue.length() == 8) {
+                                String strData = "00" + dataValue.substring(0, 2) + "00" + dataValue.substring(2, 4) + "00" + dataValue.substring(4, 6) + "00" + dataValue.substring(6, 8);
+                                if (registerAddr.equalsIgnoreCase("0656")) {//时段1
+                                    str = str + "100656000408" + strData;   //写
+                                } else if (registerAddr.equalsIgnoreCase("065A")) {//时段2
+                                    str = str + "10065A000408" + strData;   //写
+                                }
+                            }
+                        }
+                    }
+                } else if (Constant.BRAND_MEI_DI_TWO.equals(brand)) {
+                    if (StringUtils.isBlank(funCode) || funCode.equals("03")) {
+                        if (registerAddr == null || registerAddr.equals("") || registerAddr.equalsIgnoreCase("0BBD")) {            // 运行状态
+                            str = str + "030BBD0001";
+                            param = "运行状态";
+                        } else if (registerAddr.equalsIgnoreCase("0064")) {     // 水温
+                            str = str + "0300640001";
+                            param = "实际温度";
+                        } else if (registerAddr.equalsIgnoreCase("0BBB")) {     // 故障状态
+                            str = str + "030BBB0001";
+                            param = "故障状态";
+                        } else if (registerAddr.equalsIgnoreCase("0003")) {     // 读温度设定
+                            str = str + "0300030001";
+                            param = "设定温度";
+                        }
+                    } else {//06
+                        if (StringUtils.isBlank(registerAddr) || registerAddr.equalsIgnoreCase("0003")) {//温度设定,写
+                            str = str + "060003" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex(String.valueOf(dataValue)), 4);   //写,待测试
+                        } else if (registerAddr.equals("0000")) {//开关机
+                            if (dataValue.equals("0000")) {
+                                str = str + "0600000000";   //关机
+                            } else {
+                                str = str + "0600000003";   //制热水,开机
+                            }
+                        }
+                    }
+                } else if (Constant.BRAND_RUI_XING.equals(brand)) {
+                    if (StringUtils.isBlank(funCode) || funCode.equals("03")) {
+                        if (StringUtils.isBlank(registerAddr) || registerAddr.equalsIgnoreCase("0001")) {            // 运行状态
+                            str = str + "0300010001";
+                            param = "运行状态";
+                        } else if (registerAddr.equalsIgnoreCase("0046")) {     // 水温
+                            str = str + "0300460001";
+                            param = "实际温度";
+                        } else if (registerAddr.equalsIgnoreCase("0050")) {     // 故障状态,100*N+11
+                            str = str + "0300500001";
+                            param = "故障状态";
+                        } else if (registerAddr.equalsIgnoreCase("000A")) {     // 读温度设定
+                            str = str + "03000A0001";
+                            param = "设定温度";
+                        } else if (registerAddr.equalsIgnoreCase("0028")) {     //读时段1
+                            str = str + "0300280004";
+                            param = "时段1";
+                        } else if (registerAddr.equalsIgnoreCase("002C")) {     //读时段2
+                            str = str + "03002C0004";
+                            param = "时段2";
+                        }
+                    } else if ("06".equals(funCode)) {
+                        str = str + funCode + registerAddr;// 定时开机开关机
+                        if ("0023".equals(registerAddr)) {
+                            param = "时段1";
+                        } else {
+                            param = "时段2";
+                        }
+                    } else {//10
+                        if (StringUtils.isBlank(registerAddr) || registerAddr.equalsIgnoreCase("000A")) {//温度设定,写
+                            str = str + "10000A000102" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex(String.valueOf(dataValue)), 4);   //写,待测试
+                        } else if (registerAddr.equalsIgnoreCase("0028") || registerAddr.equalsIgnoreCase("002C")) {//时段1
+                            if (dataValue.length() == 8) {
+                                String strData = "00" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(Integer.parseInt(dataValue.substring(0, 2))),2)
+                                        + "00" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(Integer.parseInt(dataValue.substring(2, 4))),2)
+                                        + "00" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(Integer.parseInt(dataValue.substring(4, 6))),2)
+                                        + "00" + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.IntToHex(Integer.parseInt(dataValue.substring(6, 8))),2);
+                                str = str + "10"+registerAddr+"000408" + strData;   //写
+                            }
+                        }
+                    }
+                } else if (Constant.BRAND_HAI_ER.equals(brand)) {
+                    if (StringUtils.isBlank(funCode) || funCode.equals("03")) {
+                        if (StringUtils.isBlank(registerAddr)
+                                || registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20001"),4))) {            // 运行状态
+                            str = str + "03"+registerAddr+"0001";
+                            param = "运行状态";
+                        } else if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20026"),4))) {     // 水温
+                            str = str + "03"+registerAddr+"0001";
+                            param = "实际温度";
+                        } else if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20041"),4))) {     // 故障状态,100*N+11
+                            str = str + "03"+registerAddr+"0001";
+                            param = "故障状态";
+                        } else if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"),4))) {     // 读温度设定
+                            str = str + "03"+registerAddr+"0001";
+                            param = "设定温度";
+                        }
+                    } else if ("06".equals(funCode)) {
+                        if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"), 4))) {
+                            dataValue = (new BigDecimal(dataValue)).multiply(new BigDecimal("10")).toString();
+                        }
+                        String dataStr = ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex(String.valueOf(dataValue)), 4);
+                        str = str + funCode + registerAddr + dataStr;
+                    }
+                }
+                String checkWord = ExchangeStringUtil.getStrCRC16(str); //CRC16校验
+                str = str + checkWord;
+            } catch (Exception e) {
+                log.info("热泵" + param + "指令>>>>异常" + str, e);
+            }
+        }
+        log.info("热泵" + param + "指令>>>>" + str);
+        return str.toUpperCase();
+    }
+
+    @Override
+    public String analysisReceiveData(String dateStr, String deviceType, String registerAddr, String brand, String buildingId, String buildingName, String dataStr) {
+        String checkStr = dataStr.substring(0, dataStr.length() - 4);//检验报文
+        String checkWord = ExchangeStringUtil.getStrCRC16(checkStr);//生成校验码
+        String sValue = null;
+        StringBuffer dataType = new StringBuffer();
+        String rtData = Constant.FAIL;
+        if (!checkWord.equalsIgnoreCase(dataStr.substring(dataStr.length() - 4))) {
+            log.info("热泵报文检验失败: " + dataStr);
+            return Constant.FAIL;
+        }
+        String addr = ExchangeStringUtil.hexToDec(checkStr.substring(0, 2));//地址
+        String data = "";
+        if (StringUtils.isBlank(brand) || Constant.BRAND_MEI_DI.equals(brand)) {
+            if (checkStr.substring(2, 4).equalsIgnoreCase("03")) {//读
+                rtData = getMeiDi(registerAddr, buildingId, buildingName, checkStr, sValue, addr, dataType);
+            } else if (checkStr.substring(2, 4).equalsIgnoreCase("10")) {
+                log.info("时间： " + dateStr + "，热泵ID： " + addr + "，操作成功！ ");
+                return Constant.SUCCESS;
+            }
+        } else if (Constant.BRAND_MEI_DI_TWO.equals(brand)) {
+            if (checkStr.substring(2, 4).equalsIgnoreCase("03")) {// 读
+                rtData = getMeiDiTwo(registerAddr, buildingId, buildingName, checkStr, sValue, addr, dataType);
+            } else if (checkStr.substring(2, 4).equalsIgnoreCase("06")) {
+                log.info("时间： " + dateStr + "，热泵ID： " + addr + "，操作成功！ ");
+                return Constant.SUCCESS;
+            }
+        } else if (Constant.BRAND_RUI_XING.equals(brand)) {
+            rtData = getRuiXing(dateStr, registerAddr, buildingId, buildingName, checkStr, sValue, addr, dataType);
+        } else if (Constant.BRAND_HAI_ER.equals(brand)) {
+            rtData = getHaiEr(dateStr, registerAddr, buildingId, buildingName, checkStr, sValue, addr, dataType);
+        }
+        if (!StringUtils.isBlank(rtData)) {
+            nowDataService.saveNowHistoryData(addr, "热泵", rtData, dataType.toString(), buildingId);
+            log.info("时间： " + dateStr + "热泵ID：" + addr + ",数据： " + rtData + ",保存数据库成功！楼栋名称：" + buildingName);
+        }
+        nowDataService.proWaterTemp(dateStr, buildingId, addr); //保存楼栋时间点温度变化
+        log.info("----------------保存楼栋时间点温度变化值！----------------");
+        return rtData;
+    }
+
+    private String getHaiEr(String dateStr, String registerAddr, String buildingId, String buildingName, String checkStr, String sValue, String addr, StringBuffer stringBuffer) {
+        String data;
+        stringBuffer.setLength(0);
+        String dataType = "";
+        if (checkStr.substring(2, 4).equalsIgnoreCase("03")) {//读
+            if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20001"), 4))) {      //运行状态
+                dataType = "runState";
+                data = checkStr.substring(8, 10);
+                if (data.equalsIgnoreCase("00")) {
+                    sValue = "不运行"; //关机模式
+                } else if (data.equalsIgnoreCase("01")) {
+                    sValue = "运行"; // 开机模式
+                }
+                //计算热泵运行时间,按分钟
+                nowDataService.proPumpMinutes(buildingId, addr, sValue);
+                log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+            } else if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"), 4))
+                    || registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20026"), 4)) ) {
+                //20003设定温度,20026水箱水温
+                if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20003"), 4))) {
+                    dataType = "tempSet";
+                } else {
+                    dataType = "waterTemp";
+                }
+                //读数
+                sValue = ExchangeStringUtil.hexToDec(checkStr.substring(6, 10));
+                sValue = String.valueOf(Double.parseDouble(sValue)/10);
+                if (dataType.equals("waterTemp")) {
+                    String avgTemp = nowDataService.selectAve(buildingId);
+                    NowPublicDataEntity publicData = new NowPublicDataEntity();
+                    publicData.setBuildingId(buildingId);
+                    publicData.setUseWaterTemp(avgTemp);
+                    publicData.setBackWaterTemp(avgTemp);
+                    String pumpId = nowDataService.selectMinPumpId(buildingId);
+                    log.info("---------------addr:" + addr + ",pumpId:" + pumpId + " ---------------");
+                    if (addr.equals(pumpId)) { //取ID最小的热泵为单箱温度
+                        publicData.setSingleTemp(sValue);
+                        log.info("---------------单箱温度：" + sValue + "---------------");
+                    }
+                    nowPublicDataService.saveNowHistoryPublicData(publicData);
+                    log.info("楼栋名称：" + buildingName + ",热泵编号：" + addr);
+                } else if (dataType.equals("tempSet")) {
+                    pumpSetService.updatePumpSetTemp(sValue, buildingId, addr); //更新设定温度
+                }
+            } else if (registerAddr.equalsIgnoreCase(ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.decToHex("20041"), 4))) { //故障状态
+                dataType = "isFault";
+                String sData = ExchangeStringUtil.hexString2binaryString(checkStr.substring(8, 10));
+                sData = ExchangeStringUtil.addZeroForNum(sData, 8);
+                if (sData.substring(7, 8).equalsIgnoreCase("0")) {
+                    sValue = "无故障";
+                    deviceInstallService.updateDeviceFault("0", addr, "热泵");
+                } else if (sData.substring(7, 8).equalsIgnoreCase("1")) {
+                    sValue = "有故障";
+                    deviceInstallService.updateDeviceFault("1", addr, "热泵");
+                }
+            }
+        } else if (checkStr.substring(2, 4).equalsIgnoreCase("06")) {
+            if (registerAddr.equalsIgnoreCase("0001")) {      //运行状态
+                dataType = "runState";
+                data = checkStr.substring(10, 12);
+                if (data.equalsIgnoreCase("00")) {
+                    sValue = "不运行"; //开机模式
+                } else if (data.equalsIgnoreCase("01")) {
+                    sValue = "运行"; // 开机模式
+                }
+                //计算热泵运行时间,按分钟
+                nowDataService.proPumpMinutes(buildingId, addr, sValue);
+                log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+            }
+        } else if (checkStr.substring(2, 4).equalsIgnoreCase("10")) {
+            log.info("时间： " + dateStr + "，热泵ID： " + addr + "，操作成功！ ");
+            sValue = Constant.SUCCESS;
+        }
+        stringBuffer.append(dataType);
+        return sValue;
+    }
+
+    private String getRuiXing(String dateStr, String registerAddr, String buildingId, String buildingName, String checkStr, String sValue, String addr, StringBuffer stringBuffer) {
+        String data;
+        String dataType = "";
+        stringBuffer.setLength(0);
+        if (checkStr.substring(2, 4).equalsIgnoreCase("03")) {//读
+            if (registerAddr.equalsIgnoreCase("0001")) {      //运行状态
+                dataType = "runState";
+                data = checkStr.substring(8, 10);
+                if (data.equalsIgnoreCase("00")) {
+                    sValue = "不运行"; //关机模式
+                } else if (data.equalsIgnoreCase("01")) {
+                    sValue = "运行"; //制热模式
+                }
+                //计算热泵运行时间,按分钟
+                nowDataService.proPumpMinutes(buildingId, addr, sValue);
+                log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+            } else if (registerAddr.equalsIgnoreCase("000A") || registerAddr.equalsIgnoreCase("0046")) {
+                //000A设定温度,0046水箱水温
+                if (registerAddr.equalsIgnoreCase("000A")) {
+                    dataType = "tempSet";
+                } else {
+                    dataType = "waterTemp";
+                }
+                //读数
+                sValue = ExchangeStringUtil.hexToDec(checkStr.substring(6, 10));
+                if (dataType.equals("waterTemp")) {
+                    sValue = String.valueOf(Double.parseDouble(sValue)/10);
+                    String avgTemp = nowDataService.selectAve(buildingId);
+                    NowPublicDataEntity publicData = new NowPublicDataEntity();
+                    publicData.setBuildingId(buildingId);
+                    // 供水温度
+                    publicData.setUseWaterTemp(avgTemp);
+                    // 回水温度
+                    publicData.setBackWaterTemp(avgTemp);
+                    String pumpId = nowDataService.selectMinPumpId(buildingId);
+                    log.info("---------------addr:" + addr + ",pumpId:" + pumpId + " ---------------");
+                    if (addr.equals(pumpId)) { //取ID最小的热泵为单箱温度
+                        publicData.setSingleTemp(sValue);
+                        log.info("---------------单箱温度：" + sValue + "---------------");
+                    }
+                    nowPublicDataService.saveNowHistoryPublicData(publicData);
+                    log.info("楼栋名称：" + buildingName + ",热泵编号：" + addr);
+                } else if (dataType.equals("tempSet")) {
+                    pumpSetService.updatePumpSetTemp(sValue, buildingId, addr); //更新设定温度
+                }
+            } else if (registerAddr.equalsIgnoreCase("0050")) { //故障状态
+                dataType = "isFault";
+                String sData = ExchangeStringUtil.hexString2binaryString(checkStr.substring(8, 10));
+                sData = ExchangeStringUtil.addZeroForNum(sData, 8);
+                if (sData.substring(7, 8).equalsIgnoreCase("0")) {
+                    sValue = "无故障";
+                    deviceInstallService.updateDeviceFault("0", addr, "热泵");
+                } else if (sData.substring(7, 8).equalsIgnoreCase("1")) {
+                    sValue = "有故障";
+                    deviceInstallService.updateDeviceFault("1", addr, "热泵");
+                }
+            } else if (registerAddr.equalsIgnoreCase("0028")
+                    || registerAddr.equalsIgnoreCase("002C")
+                    || registerAddr.equalsIgnoreCase("0030")) {  //读定时设置值
+                // 01 03 08 0003 0000 0016 0000 4713
+                String startTime = ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.hexToDec(checkStr.substring(6, 10)), 2)
+                        + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.hexToDec(checkStr.substring(10, 14)), 2);
+                String closetTime = ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.hexToDec(checkStr.substring(14, 18)), 2)
+                        + ExchangeStringUtil.addZeroForNum(ExchangeStringUtil.hexToDec(checkStr.substring(18, 22)), 2);
+                sValue = startTime + closetTime;
+            }
+        } else if (checkStr.substring(2, 4).equalsIgnoreCase("06")) {
+            if (registerAddr.equalsIgnoreCase("0001")) {      //运行状态
+                dataType = "runState";
+                data = checkStr.substring(10, 12);
+                if (data.equalsIgnoreCase("00")) {
+                    sValue = "不运行"; //关机模式
+                } else if (data.equalsIgnoreCase("01")) {
+                    sValue = "运行"; //制热模式
+                }
+                //计算热泵运行时间,按分钟
+                nowDataService.proPumpMinutes(buildingId, addr, sValue);
+                log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+            } else {
+                log.info("时间： " + dateStr + "，热泵ID： " + addr + "，操作成功！ ");
+                sValue = Constant.SUCCESS;
+            }
+        }
+        stringBuffer.append(dataType);
+        return sValue;
+    }
+
+    private String getMeiDi(String registerAddr, String buildingId, String buildingName, String checkStr, String sValue, String addr, StringBuffer stringBuffer) {
+        String data;
+        String dataType = "";
+        stringBuffer.setLength(0);
+        if (registerAddr.equalsIgnoreCase("0641")) {      //运行状态
+            dataType = "runState";
+            data = checkStr.substring(8, 10);
+            log.info("------------美的热泵状态值-----------" + data);
+            if (data.equalsIgnoreCase("08")) {
+                sValue = "不运行"; //关机模式
+            } else if (data.equalsIgnoreCase("01")) {
+                sValue = "运行"; //制冷模式
+            } else if (data.equalsIgnoreCase("02")) {
+                sValue = "运行"; //制热模式
+            } else if (data.equalsIgnoreCase("04")) {
+                sValue = "运行"; //水泵模式
+            } else if (data.equalsIgnoreCase("10")) {
+                sValue = "运行"; //制热水模式
+            }
+            //计算热泵运行时间,按分钟
+            nowDataService.proPumpMinutes(buildingId, addr, sValue);
+            log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+        } else if (registerAddr.equalsIgnoreCase("0642") || registerAddr.equalsIgnoreCase("0007")) {
+            //0642设定温度,0007水箱水温
+            if (registerAddr.equalsIgnoreCase("0642")) {
+                dataType = "tempSet";
+            } else {
+                dataType = "waterTemp";
+            }
+            //读数
+            sValue = ExchangeStringUtil.hexToDec(checkStr.substring(6, 10));
+            if (dataType.equals("waterTemp")) {
+                String avgTemp = nowDataService.selectAve(buildingId);
+                NowPublicDataEntity publicData = new NowPublicDataEntity();
+                publicData.setBuildingId(buildingId);
+                publicData.setUseWaterTemp(avgTemp);
+                publicData.setBackWaterTemp(avgTemp);
+                String pumpId = nowDataService.selectMinPumpId(buildingId);
+                if (addr.equals(pumpId)) { //取ID最小的热泵为单箱温度
+                    publicData.setSingleTemp(sValue);
+                    log.info("---------------单箱温度：" + sValue + "---------------");
+                }
+                nowPublicDataService.saveNowHistoryPublicData(publicData);
+                log.info("楼栋名称：" + buildingName + ",热泵编号：" + addr);
+            } else if (dataType.equals("tempSet")) {
+                pumpSetService.updatePumpSetTemp(sValue, buildingId, addr); //更新设定温度
+            }
+        } else if (registerAddr.equalsIgnoreCase("000B")) { //故障状态
+            dataType = "isFault";
+            String sData = ExchangeStringUtil.hexString2binaryString(checkStr.substring(8, 10));
+            sData = ExchangeStringUtil.addZeroForNum(sData, 8);
+            if (sData.substring(7, 8).equalsIgnoreCase("0")) {
+                sValue = "无故障";
+                deviceInstallService.updateDeviceFault("0", addr, "热泵");
+            } else if (sData.substring(7, 8).equalsIgnoreCase("1")) {
+                sValue = "有故障";
+                deviceInstallService.updateDeviceFault("1", addr, "热泵");
+            }
+        } else if (registerAddr.equalsIgnoreCase("0656")
+                || registerAddr.equalsIgnoreCase("065A")
+                || registerAddr.equalsIgnoreCase("065E")) {  //读定时设置值
+            String startTime = checkStr.substring(8, 10) + checkStr.substring(12, 14);
+            String closetTime = checkStr.substring(16, 18) + checkStr.substring(20, 22);
+            sValue = startTime + closetTime;
+        }
+        stringBuffer.append(dataType);
+        return sValue;
+    }
+
+    private String getMeiDiTwo(String registerAddr, String buildingId, String buildingName, String checkStr, String sValue, String addr, StringBuffer stringBuffer) {
+        String data;
+        String dataType = "";
+        stringBuffer.setLength(0);
+        if (registerAddr.equalsIgnoreCase("0BBD")) {      //运行状态
+            dataType = "runState";
+            data = ExchangeStringUtil.hexString2binaryString(checkStr.substring(8, 10));
+            data = ExchangeStringUtil.addZeroForNum(data, 8);//二进制数，补够8位
+            data = data.substring(4, 8); //截取后四位
+            log.info("------------美的2热泵状态值-----------" + data);
+            if (data.equalsIgnoreCase("0000")) { //0
+                sValue = "不运行"; //关机
+            } else if (data.equalsIgnoreCase("0001")) {//1
+                sValue = "运行";   //水泵
+            } else if (data.equalsIgnoreCase("0010")) {//2
+                sValue = "运行";   //制冷
+            } else if (data.equalsIgnoreCase("0011")) {//3
+                sValue = "运行";   //制热
+            } else if (data.equalsIgnoreCase("0100")) {//4
+                sValue = "运行";   //热水
+            } else if (data.equalsIgnoreCase("0101")) {//5
+                sValue = "运行";   //采暖
+            } else if (data.equalsIgnoreCase("0110")) {//6
+                sValue = "运行";   //电热模式
+            }
+            //计算热泵运行时间,按分钟
+            nowDataService.proPumpMinutes(buildingId, addr, sValue);
+            log.info("计算热泵运行时长,楼栋名称:" + buildingName + ",热泵编号:" + addr + ",状态:" + sValue);
+        } else if (registerAddr.equalsIgnoreCase("0003") || registerAddr.equalsIgnoreCase("0064")) {
+            //0003设定温度,0064水箱水温
+            if (registerAddr.equalsIgnoreCase("0003")) {
+                dataType = "tempSet";
+            } else {
+                dataType = "waterTemp";
+            }
+            //读数
+            sValue = ExchangeStringUtil.hexToDec(checkStr.substring(6, 10));
+            if (dataType.equals("waterTemp")) {
+                String avgTemp = nowDataService.selectAve(buildingId);
+                NowPublicDataEntity publicData = new NowPublicDataEntity();
+                publicData.setBuildingId(buildingId);
+                publicData.setUseWaterTemp(avgTemp);
+                publicData.setBackWaterTemp(avgTemp);
+                String pumpId = nowDataService.selectMinPumpId(buildingId);
+                log.info("---------------addr:" + addr + ",pumpId:" + pumpId + " ---------------");
+                if (addr.equals(pumpId)) { //取ID最小的热泵为单箱温度
+                    publicData.setSingleTemp(sValue);
+                    log.info("---------------单箱温度：" + sValue + "---------------");
+                }
+                nowPublicDataService.saveNowHistoryPublicData(publicData);
+                log.info("楼栋名称：" + buildingName + ",热泵编号：" + addr);
+            } else if (dataType.equals("tempSet")) {
+                pumpSetService.updatePumpSetTemp(sValue, buildingId, addr); //更新设定温度
+            }
+        } else if (registerAddr.equalsIgnoreCase("0BBB")) { //故障状态
+            dataType = "isFault";
+            String sData = ExchangeStringUtil.hexString2binaryString(checkStr.substring(8, 10));
+            sData = ExchangeStringUtil.addZeroForNum(sData, 8);
+            if (sData.substring(7, 8).equalsIgnoreCase("0")) {
+                sValue = "无故障";
+            } else if (sData.substring(7, 8).equalsIgnoreCase("1")) {
+                sValue = "有故障";
+            }
+        } else if (registerAddr.equalsIgnoreCase("0656")
+                || registerAddr.equalsIgnoreCase("065A")
+                || registerAddr.equalsIgnoreCase("065E")) {  //定时设置值
+            String startTime = ExchangeStringUtil.hexToDec(checkStr.substring(8, 10)) + ExchangeStringUtil.hexToDec(checkStr.substring(12, 14));
+            String closetTime = ExchangeStringUtil.hexToDec(checkStr.substring(16, 18)) + ExchangeStringUtil.hexToDec(checkStr.substring(20, 22));
+            sValue = startTime + closetTime;
+        }
+        stringBuffer.append(dataType);
+        return sValue;
+    }
+}