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海南初始版本提交

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hzj
2024-03-06 17:04:08 +08:00
parent 34b76fe7ff
commit 4ed75512fb
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157
pqs-advance/advance-boot/src/main/java/com/njcn/advance/controller/carrycapacity/CarryCapacityController.java Normal file
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package com.njcn.advance.controller.carrycapacity;
import cn.afterturn.easypoi.excel.ExcelExportUtil;
import cn.afterturn.easypoi.excel.entity.ExportParams;
import cn.afterturn.easypoi.excel.entity.enmus.ExcelType;
import com.alibaba.nacos.shaded.com.google.common.collect.Maps;
import com.njcn.advance.pojo.carrycapacity.excel.CarryCapcityDataIEexcel;
import com.njcn.advance.pojo.carrycapacity.excel.CarryCapcityDataPEexcel;
import com.njcn.advance.pojo.carrycapacity.excel.CarryCapcityDataQEexcel;
import com.njcn.advance.pojo.carrycapacity.excel.CarryCapcityDataVEexcel;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityCalParam;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityQueryDataParam;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDResultVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataIVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataQVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataVO;
import com.njcn.advance.service.carrycapacity.CarryCapcityService;
import com.njcn.common.pojo.annotation.OperateInfo;
import com.njcn.common.pojo.enums.common.LogEnum;
import com.njcn.common.pojo.enums.response.CommonResponseEnum;
import com.njcn.common.pojo.response.HttpResult;
import com.njcn.common.utils.HttpResultUtil;
import com.njcn.device.pq.pojo.vo.TerminalTree;
import com.njcn.poi.util.PoiUtil;
import com.njcn.web.controller.BaseController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiImplicitParam;
import io.swagger.annotations.ApiOperation;
import lombok.RequiredArgsConstructor;
import org.apache.commons.compress.utils.Lists;
import org.apache.poi.ss.usermodel.Workbook;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.*;
import javax.servlet.http.HttpServletResponse;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
/**
* @author hongawen
* @version 1.0.0
* @date 2023年07月21日 10:06
*/
@RestController
@RequestMapping("carrycapacity")
@Api(tags = "承载能力评估")
@RequiredArgsConstructor
public class CarryCapacityController extends BaseController {
private final CarryCapcityService carryCapcityService;
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/queryCarryCapacityData")
@ApiOperation("承载能力评估数据查询-主页面")
@ApiImplicitParam(name = "queryParam", value = "查询参数", required = true)
public HttpResult<CarryCapacityDataVO> queryCarryCapacityData(@RequestBody @Validated CarryCapacityQueryDataParam queryParam) {
String methodDescribe = getMethodDescribe("queryCarryCapacityData");
CarryCapacityDataVO carryCapacityDataVO = carryCapcityService.queryCarryCapacityData(queryParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, carryCapacityDataVO, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/queryCarryCapacityQData")
@ApiOperation("承载能力评估数据查询-无功功率")
@ApiImplicitParam(name = "queryParam", value = "查询参数", required = true)
public HttpResult<CarryCapacityDataQVO> queryCarryCapacityQData(@RequestBody @Validated CarryCapacityQueryDataParam queryParam) {
String methodDescribe = getMethodDescribe("queryCarryCapacityQData");
CarryCapacityDataQVO carryCapacityDataQVO = carryCapcityService.queryCarryCapacityQData(queryParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, carryCapacityDataQVO, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/queryCarryCapacityIData")
@ApiOperation("承载能力评估数据查询-谐波电流幅值")
@ApiImplicitParam(name = "queryParam", value = "查询参数", required = true)
public HttpResult<CarryCapacityDataIVO> queryCarryCapacityIData(@RequestBody @Validated CarryCapacityQueryDataParam queryParam) {
String methodDescribe = getMethodDescribe("queryCarryCapacityIData");
CarryCapacityDataIVO carryCapacityDataIVO = carryCapcityService.queryCarryCapacityIData(queryParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, carryCapacityDataIVO, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/carryCapacityCal")
@ApiOperation("承载能力评估")
@ApiImplicitParam(name = "calParam", value = "计算参数", required = true)
public HttpResult<CarryCapacityDResultVO> carryCapacityCal(@RequestBody @Validated CarryCapacityCalParam calParam) {
String methodDescribe = getMethodDescribe("carryCapacityCal");
CarryCapacityDResultVO carryCapacityDResultVO = carryCapcityService.carryCapacityCal(calParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, carryCapacityDResultVO, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@GetMapping("/carryCapacityTree")
@ApiOperation("承载能力评估-台账树")
public HttpResult<List<TerminalTree>> carryCapacityTree() {
String methodDescribe = getMethodDescribe("carryCapacityTree");
List<TerminalTree> terminalTree = carryCapcityService.carryCapacityTree();
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, terminalTree, methodDescribe);
}
@ResponseBody
@ApiOperation("导出设备模板")
@GetMapping(value = "getExcelTemplate")
public HttpResult<String> getExcelTemplate(HttpServletResponse response) {
final List<Map<String, Object>> sheetsList = Lists.newArrayList();
Map<String, Object> exportMap = Maps.newHashMap();
final ExportParams exportParams = new ExportParams(null, "电流幅值", ExcelType.HSSF);
// 以下3个参数为API中写死的参数名 分别是sheet配置/导出类（注解定义）/数据集
exportMap.put("title", exportParams);
exportMap.put("entity", CarryCapcityDataIEexcel.class);
exportMap.put("data", new ArrayList<>());
// 加入多sheet配置列表
sheetsList.add(exportMap);
Map<String, Object> exportMap2 = Maps.newHashMap();
final ExportParams exportParams2 = new ExportParams(null, "电压", ExcelType.HSSF);
// 以下3个参数为API中写死的参数名 分别是sheet配置/导出类（注解定义）/数据集
exportMap2.put("title", exportParams2);
exportMap2.put("entity", CarryCapcityDataVEexcel.class);
exportMap2.put("data", new ArrayList<>());
// 加入多sheet配置列表
sheetsList.add(exportMap2);
Map<String, Object> exportMap3 = Maps.newHashMap();
final ExportParams exportParams3 = new ExportParams(null, "有功功率", ExcelType.HSSF);
// 以下3个参数为API中写死的参数名 分别是sheet配置/导出类（注解定义）/数据集
exportMap3.put("title", exportParams3);
exportMap3.put("entity", CarryCapcityDataPEexcel.class);
exportMap3.put("data", new ArrayList<>());
// 加入多sheet配置列表
sheetsList.add(exportMap3);
Map<String, Object> exportMap4 = Maps.newHashMap();
final ExportParams exportParams4 = new ExportParams(null, "无功功率", ExcelType.HSSF);
// 以下3个参数为API中写死的参数名 分别是sheet配置/导出类（注解定义）/数据集
exportMap4.put("title", exportParams4);
exportMap4.put("entity", CarryCapcityDataQEexcel.class);
exportMap4.put("data", new ArrayList<>());
// 加入多sheet配置列表
sheetsList.add(exportMap4);
Workbook workbook = ExcelExportUtil.exportExcel(sheetsList, ExcelType.HSSF);
String fileName = "数据集.xls";
ExportParams exportExcel = new ExportParams("数据集", "数据集");
PoiUtil.exportFileByWorkbook(workbook, fileName, response);
return null;
}
}

67
pqs-advance/advance-boot/src/main/java/com/njcn/advance/controller/carrycapacity/CarryCapacityStrategyController.java Normal file
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package com.njcn.advance.controller.carrycapacity;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityStrategyParam;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityStrategyVO;
import com.njcn.advance.service.carrycapacity.CarryCapacityStrategyPOService;
import com.njcn.common.pojo.annotation.OperateInfo;
import com.njcn.common.pojo.enums.common.LogEnum;
import com.njcn.common.pojo.enums.response.CommonResponseEnum;
import com.njcn.common.pojo.response.HttpResult;
import com.njcn.common.utils.HttpResultUtil;
import com.njcn.web.controller.BaseController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiImplicitParam;
import io.swagger.annotations.ApiOperation;
import lombok.RequiredArgsConstructor;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.util.List;
/**
* Description:
* Date: 2024/3/5 10:35【需求编号】
*
* @author clam
* @version V1.0.0
*/
@RestController
@RequestMapping("carrycapacity")
@Api(tags = "承载能力评估策略配置")
@RequiredArgsConstructor
public class CarryCapacityStrategyController extends BaseController {
private final CarryCapacityStrategyPOService carryCapacityStrategyPOService;
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/add")
@ApiOperation("用户新增承载能力评估策略")
@ApiImplicitParam(name = "carryCapacityStrategyParam", value = "新增参数", required = true)
public HttpResult<Boolean> add(@RequestBody @Validated CarryCapacityStrategyParam carryCapacityStrategyParam) {
String methodDescribe = getMethodDescribe("add");
Boolean flag = carryCapacityStrategyPOService.add(carryCapacityStrategyParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, flag, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/queyDetail")
@ApiOperation("承载能力评估策略初始化查询")
public HttpResult<List<CarryCapacityStrategyVO>> queyDetail() {
String methodDescribe = getMethodDescribe("queyDetail");
List<CarryCapacityStrategyVO> carryCapacityStrategyVOList = carryCapacityStrategyPOService.queyDetail();
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, carryCapacityStrategyVOList, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/restore")
@ApiOperation("承载能力评估策略一键还原")
public HttpResult<Boolean> restore() {
String methodDescribe = getMethodDescribe("restore");
Boolean flag = carryCapacityStrategyPOService.restore();
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, flag, methodDescribe);
}
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/controller/carrycapacity/CarryCapacityUserController.java Normal file
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package com.njcn.advance.controller.carrycapacity;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityUserParam;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityUserPO;
import com.njcn.advance.service.carrycapacity.CarryCapacityUserPOService;
import com.njcn.common.pojo.annotation.OperateInfo;
import com.njcn.common.pojo.enums.common.LogEnum;
import com.njcn.common.pojo.enums.response.CommonResponseEnum;
import com.njcn.common.pojo.response.HttpResult;
import com.njcn.common.utils.HttpResultUtil;
import com.njcn.web.controller.BaseController;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiImplicitParam;
import io.swagger.annotations.ApiOperation;
import lombok.RequiredArgsConstructor;
import org.springframework.validation.annotation.Validated;
import org.springframework.web.bind.annotation.*;
import java.util.List;
/**
* @author hongawen
* @version 1.0.0
* @date 2023年07月21日 10:06
*/
@RestController
@RequestMapping("carrycapacityuser")
@Api(tags = "承载能力评估用户")
@RequiredArgsConstructor
public class CarryCapacityUserController extends BaseController {
private final CarryCapacityUserPOService carryCapacityUserPOService;
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/add")
@ApiOperation("承载能力评估用户新增")
@ApiImplicitParam(name = "carryCapacityUserParam", value = "新增参数", required = true)
public HttpResult<Boolean> add(@RequestBody @Validated CarryCapacityUserParam carryCapacityUserParam) {
String methodDescribe = getMethodDescribe("add");
Boolean flag = carryCapacityUserPOService.add(carryCapacityUserParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, flag, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/remove")
@ApiOperation("承载能力评估用户批量删除")
@ApiImplicitParam(name = "userIds", value = "用户id集合", required = true)
public HttpResult<Boolean> remove(@RequestParam("userIds") List<String> userIds) {
String methodDescribe = getMethodDescribe("remove");
Boolean flag = carryCapacityUserPOService.removeByIds(userIds);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, flag, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/update")
@ApiOperation("承载能力评估用户编辑")
@ApiImplicitParam(name = "userUpdateParam", value = "编辑参数", required = true)
public HttpResult<Boolean> update(@RequestBody @Validated CarryCapacityUserParam.CarryCapacityUserUpdateParam userUpdateParam) {
String methodDescribe = getMethodDescribe("update");
Boolean flag = carryCapacityUserPOService.updateUser(userUpdateParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, flag, methodDescribe);
}
@OperateInfo(info = LogEnum.BUSINESS_COMMON)
@PostMapping("/queyDetailUser")
@ApiOperation("承载能力评估用户查询")
@ApiImplicitParam(name = "pageParam", value = "编辑参数", required = true)
public HttpResult<IPage<CarryCapacityUserPO>> queyDetailUser(@RequestBody @Validated CarryCapacityUserParam.CarryCapacityUserPageParam pageParam) {
String methodDescribe = getMethodDescribe("queyDetailUser");
IPage<CarryCapacityUserPO> page = carryCapacityUserPOService.queyDetailUser(pageParam);
return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, page, methodDescribe);
}
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/CarryCapacityDataPOMapper.java Normal file
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package com.njcn.advance.mapper.carrycapacity;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityDataPO;
/**
*
* Description:
* Date: 2024/3/6 14:45【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityDataPOMapper extends BaseMapper<CarryCapacityDataPO> {
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/CarryCapacityResultPOMapper.java Normal file
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package com.njcn.advance.mapper.carrycapacity;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityResultPO;
/**
*
* Description:
* Date: 2024/3/1 15:38【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityResultPOMapper extends BaseMapper<CarryCapacityResultPO> {
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/CarryCapacityStrategyPOMapper.java Normal file
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package com.njcn.advance.mapper.carrycapacity;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityStrategyPO;
/**
* Description:
* Date: 2024/3/5 10:54【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityStrategyPOMapper extends BaseMapper<CarryCapacityStrategyPO> {
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/CarryCapacityUserPOMapper.java Normal file
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package com.njcn.advance.mapper.carrycapacity;
import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityUserPO;
/**
*
* Description:
* Date: 2024/2/20 11:15【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityUserPOMapper extends BaseMapper<CarryCapacityUserPO> {
}

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/mapping/CarryCapacityDataPOMapper.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.njcn.advance.mapper.carrycapacity.CarryCapacityDataPOMapper">
<resultMap id="BaseResultMap" type="com.njcn.advance.pojo.carrycapacity.po.CarryCapacityDataPO">
<!--@mbg.generated-->
<!--@Table carry_capacity_data-->
<id column="line_id" jdbcType="VARCHAR" property="lineId" />
<id column="start_time" jdbcType="DATE" property="startTime" />
<id column="end_time" jdbcType="DATE" property="endTime" />
<result column="date_list" jdbcType="VARCHAR" property="dateList" />
<result column="create_by" jdbcType="VARCHAR" property="createBy" />
<result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
<result column="update_by" jdbcType="VARCHAR" property="updateBy" />
<result column="update_time" jdbcType="TIMESTAMP" property="updateTime" />
</resultMap>
<sql id="Base_Column_List">
<!--@mbg.generated-->
line_id, start_time, end_time, date_list, create_by, create_time, update_by, update_time
</sql>
</mapper>

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/mapping/CarryCapacityResultPOMapper.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.njcn.advance.mapper.carrycapacity.CarryCapacityResultPOMapper">
<resultMap id="BaseResultMap" type="com.njcn.advance.pojo.carrycapacity.po.CarryCapacityResultPO">
<!--@mbg.generated-->
<!--@Table carry_capacity_result-->
<id column="id" jdbcType="VARCHAR" property="id" />
<result column="u_t_level" jdbcType="INTEGER" property="uTLevel" />
<result column="pf_t_level" jdbcType="INTEGER" property="pfTLevel" />
<result column="b_t_level" jdbcType="INTEGER" property="bTLevel" />
<result column="i_level" jdbcType="INTEGER" property="iLevel" />
<result column="reslut_level" jdbcType="INTEGER" property="reslutLevel" />
<result column="evaluate_date" jdbcType="DATE" property="evaluateDate" />
<result column="create_by" jdbcType="VARCHAR" property="createBy" />
<result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
<result column="update_by" jdbcType="VARCHAR" property="updateBy" />
<result column="update_time" jdbcType="TIMESTAMP" property="updateTime" />
</resultMap>
<sql id="Base_Column_List">
<!--@mbg.generated-->
id, u_t_level, pf_t_level, b_t_level, i_level, reslut_level, evaluate_date, create_by,
create_time, update_by, update_time
</sql>
</mapper>

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/mapping/CarryCapacityStrategyPOMapper.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.njcn.advance.mapper.carrycapacity.CarryCapacityStrategyPOMapper">
<resultMap id="BaseResultMap" type="com.njcn.advance.pojo.carrycapacity.po.CarryCapacityStrategyPO">
<!--@mbg.generated-->
<!--@Table carry_capacity_strategy-->
<result column="result" jdbcType="INTEGER" property="result" />
<result column="index_result" jdbcType="INTEGER" property="indexResult" />
<result column="comparison_operators" jdbcType="VARCHAR" property="comparisonOperators" />
<result column="count" jdbcType="INTEGER" property="count" />
<result column="proto_flag" jdbcType="INTEGER" property="protoFlag" />
<result column="user_flag" jdbcType="INTEGER" property="userFlag" />
<result column="create_by" jdbcType="VARCHAR" property="createBy" />
<result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
<result column="update_by" jdbcType="VARCHAR" property="updateBy" />
<result column="update_time" jdbcType="TIMESTAMP" property="updateTime" />
</resultMap>
<sql id="Base_Column_List">
<!--@mbg.generated-->
`result`, index_result, comparison_operators, `count`, proto_flag, user_flag, create_by,
create_time, update_by, update_time
</sql>
</mapper>

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/mapper/carrycapacity/mapping/CarryCapacityUserPOMapper.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.njcn.advance.mapper.carrycapacity.CarryCapacityUserPOMapper">
<resultMap id="BaseResultMap" type="com.njcn.advance.pojo.carrycapacity.po.CarryCapacityUserPO">
<!--@mbg.generated-->
<!--@Table carry_capacity_user-->
<id column="user_id" jdbcType="VARCHAR" property="userId" />
<result column="user_name" jdbcType="VARCHAR" property="userName" />
<result column="user_type" jdbcType="VARCHAR" property="userType" />
<result column="voltage" jdbcType="VARCHAR" property="voltage" />
<result column="protocol_capacity" jdbcType="DOUBLE" property="protocolCapacity" />
<result column="area" jdbcType="VARCHAR" property="area" />
<result column="create_by" jdbcType="VARCHAR" property="createBy" />
<result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
<result column="update_by" jdbcType="VARCHAR" property="updateBy" />
<result column="update_time" jdbcType="TIMESTAMP" property="updateTime" />
</resultMap>
<sql id="Base_Column_List">
<!--@mbg.generated-->
user_id, user_name, user_type, voltage, protocol_capacity, area, create_by, create_time,
update_by, update_time
</sql>
</mapper>

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pqs-advance/advance-boot/src/main/java/com/njcn/advance/service/carrycapacity/CarryCapacityDataPOService.java Normal file
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package com.njcn.advance.service.carrycapacity;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityDataPO;
import com.baomidou.mybatisplus.extension.service.IService;
/**
*
* Description:
* Date: 2024/3/6 14:45【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityDataPOService extends IService<CarryCapacityDataPO>{
}

16
pqs-advance/advance-boot/src/main/java/com/njcn/advance/service/carrycapacity/CarryCapacityResultPOService.java Normal file
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package com.njcn.advance.service.carrycapacity;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityResultPO;
import com.baomidou.mybatisplus.extension.service.IService;
/**
*
* Description:
* Date: 2024/3/1 15:38【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityResultPOService extends IService<CarryCapacityResultPO>{
}

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package com.njcn.advance.service.carrycapacity;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityStrategyParam;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityStrategyPO;
import com.baomidou.mybatisplus.extension.service.IService;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityStrategyVO;
import java.util.List;
/**
*
* Description:
* Date: 2024/3/5 10:33【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityStrategyPOService extends IService<CarryCapacityStrategyPO>{
Boolean add(CarryCapacityStrategyParam carryCapacityStrategyParam);
List<CarryCapacityStrategyVO> queyDetail();
Boolean restore();
}

23
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package com.njcn.advance.service.carrycapacity;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityUserParam;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityUserPO;
import com.baomidou.mybatisplus.extension.service.IService;
/**
*
* Description:
* Date: 2024/2/20 11:15【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapacityUserPOService extends IService<CarryCapacityUserPO>{
Boolean add(CarryCapacityUserParam carryCapacityUserParam);
Boolean updateUser(CarryCapacityUserParam.CarryCapacityUserUpdateParam userUpdateParam);
IPage<CarryCapacityUserPO> queyDetailUser(CarryCapacityUserParam.CarryCapacityUserPageParam pageParm);
}

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package com.njcn.advance.service.carrycapacity;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityCalParam;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityQueryDataParam;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDResultVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataIVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataQVO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityDataVO;
import com.njcn.device.pq.pojo.vo.TerminalTree;
import java.util.List;
/**
* Description:
* Date: 2024/1/31 14:40【需求编号】
*
* @author clam
* @version V1.0.0
*/
public interface CarryCapcityService {
CarryCapacityDataVO queryCarryCapacityData(CarryCapacityQueryDataParam queryParam);
CarryCapacityDataQVO queryCarryCapacityQData(CarryCapacityQueryDataParam queryParam);
CarryCapacityDataIVO queryCarryCapacityIData(CarryCapacityQueryDataParam queryParam);
CarryCapacityDResultVO carryCapacityCal(CarryCapacityCalParam calParam);
List<TerminalTree> carryCapacityTree();
}

21
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package com.njcn.advance.service.carrycapacity.impl;
import org.springframework.stereotype.Service;
import javax.annotation.Resource;
import java.util.List;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityDataPO;
import com.njcn.advance.mapper.carrycapacity.CarryCapacityDataPOMapper;
import com.njcn.advance.service.carrycapacity.CarryCapacityDataPOService;
/**
*
* Description:
* Date: 2024/3/6 14:45【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Service
public class CarryCapacityDataPOServiceImpl extends ServiceImpl<CarryCapacityDataPOMapper, CarryCapacityDataPO> implements CarryCapacityDataPOService{
}

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package com.njcn.advance.service.carrycapacity.impl;
import org.springframework.stereotype.Service;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.njcn.advance.mapper.carrycapacity.CarryCapacityResultPOMapper;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityResultPO;
import com.njcn.advance.service.carrycapacity.CarryCapacityResultPOService;
/**
*
* Description:
* Date: 2024/3/1 15:38【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Service
public class CarryCapacityResultPOServiceImpl extends ServiceImpl<CarryCapacityResultPOMapper, CarryCapacityResultPO> implements CarryCapacityResultPOService{
}

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package com.njcn.advance.service.carrycapacity.impl;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.njcn.advance.mapper.carrycapacity.CarryCapacityStrategyPOMapper;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityStrategyParam;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityStrategyPO;
import com.njcn.advance.pojo.carrycapacity.vo.CarryCapacityStrategyVO;
import com.njcn.advance.service.carrycapacity.CarryCapacityStrategyPOService;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import java.util.List;
import java.util.stream.Collectors;
/**
*
* Description:
* Date: 2024/3/5 10:33【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Service
public class CarryCapacityStrategyPOServiceImpl extends ServiceImpl<CarryCapacityStrategyPOMapper, CarryCapacityStrategyPO> implements CarryCapacityStrategyPOService{
@Override
@Transactional(rollbackFor = {Exception.class})
public Boolean add(CarryCapacityStrategyParam carryCapacityStrategyParam) {
CarryCapacityStrategyPO carryCapacityStrategyPO = new CarryCapacityStrategyPO();
BeanUtils.copyProperties(carryCapacityStrategyParam, carryCapacityStrategyPO);
//将原始策略处理为不启用
this.lambdaUpdate().eq(CarryCapacityStrategyPO::getResult, carryCapacityStrategyParam.getResult())
.eq(CarryCapacityStrategyPO::getIndexResult, carryCapacityStrategyParam.getIndexResult())
.eq(CarryCapacityStrategyPO::getProtoFlag, 1)
.set(CarryCapacityStrategyPO::getUserFlag,2)
.update();
QueryWrapper<CarryCapacityStrategyPO> lambdaQuery = new QueryWrapper<>();
lambdaQuery.lambda()
.eq(CarryCapacityStrategyPO::getResult, carryCapacityStrategyParam.getResult())
.eq(CarryCapacityStrategyPO::getIndexResult, carryCapacityStrategyParam.getIndexResult())
.eq(CarryCapacityStrategyPO::getProtoFlag, 2);
//将客户对应策略删除
this.remove(lambdaQuery);
//新增客户策略;
carryCapacityStrategyPO.setProtoFlag(2);
carryCapacityStrategyPO.setUserFlag(1);
boolean save = this.save(carryCapacityStrategyPO);
return save;
}
@Override
public List<CarryCapacityStrategyVO> queyDetail() {
List<CarryCapacityStrategyPO> list = this.lambdaQuery().eq(CarryCapacityStrategyPO::getUserFlag, 1).list();
List<CarryCapacityStrategyVO> collect = list.stream().map(temp -> {
CarryCapacityStrategyVO vo = new CarryCapacityStrategyVO();
BeanUtils.copyProperties(temp, vo);
return vo;
}).collect(Collectors.toList());
return collect;
}
@Override
public Boolean restore() {
//将客户对应策略删除
QueryWrapper<CarryCapacityStrategyPO> lambdaQuery = new QueryWrapper<>();
lambdaQuery.lambda()
.eq(CarryCapacityStrategyPO::getProtoFlag, 2);
this.remove(lambdaQuery
);
//将原始策略处理为启用
boolean update = this.lambdaUpdate().eq(CarryCapacityStrategyPO::getProtoFlag, 1)
.set(CarryCapacityStrategyPO::getUserFlag, 1)
.update();
return update;
}
}

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package com.njcn.advance.service.carrycapacity.impl;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.njcn.advance.enums.AdvanceResponseEnum;
import com.njcn.advance.mapper.carrycapacity.CarryCapacityUserPOMapper;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityUserParam;
import com.njcn.advance.pojo.carrycapacity.po.CarryCapacityUserPO;
import com.njcn.advance.service.carrycapacity.CarryCapacityUserPOService;
import com.njcn.common.pojo.exception.BusinessException;
import org.apache.commons.lang.StringUtils;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import java.util.Objects;
/**
*
* Description:
* Date: 2024/2/20 11:15【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Service
public class CarryCapacityUserPOServiceImpl extends ServiceImpl<CarryCapacityUserPOMapper, CarryCapacityUserPO> implements CarryCapacityUserPOService{
@Override
@Transactional(rollbackFor = Exception.class)
public Boolean add(CarryCapacityUserParam carryCapacityUserParam) {
CarryCapacityUserPO carryCapacityUserPO = new CarryCapacityUserPO();
BeanUtils.copyProperties(carryCapacityUserParam, carryCapacityUserPO);
CarryCapacityUserPO one = this.lambdaQuery().eq(CarryCapacityUserPO::getUserName, carryCapacityUserParam.getUserName()).one();
if(Objects.nonNull(one)){
throw new BusinessException(AdvanceResponseEnum.USER_NAME_EXIST);
}
boolean save = this.save(carryCapacityUserPO);
return save;
}
@Override
@Transactional(rollbackFor = Exception.class)
public Boolean updateUser(CarryCapacityUserParam.CarryCapacityUserUpdateParam userUpdateParam) {
CarryCapacityUserPO carryCapacityUserPO = new CarryCapacityUserPO();
BeanUtils.copyProperties(userUpdateParam, carryCapacityUserPO);
CarryCapacityUserPO one = this.lambdaQuery().eq(CarryCapacityUserPO::getUserName, userUpdateParam.getUserName()).ne(CarryCapacityUserPO::getUserId,userUpdateParam.getUserId()).one();
if(Objects.nonNull(one)){
throw new BusinessException(AdvanceResponseEnum.USER_NAME_EXIST);
}
boolean save = this.updateById(carryCapacityUserPO);
return save;
}
@Override
public IPage<CarryCapacityUserPO> queyDetailUser(CarryCapacityUserParam.CarryCapacityUserPageParam pageParm) {
Page<CarryCapacityUserPO> returnpage = new Page<> (pageParm.getPageNum ( ), pageParm.getPageSize ( ));
QueryWrapper<CarryCapacityUserPO> queryWrapper = new QueryWrapper<>();
queryWrapper.lambda().eq(StringUtils.isNotBlank(pageParm.getUserId()) ,CarryCapacityUserPO::getUserId,pageParm.getUserId())
.eq(StringUtils.isNotBlank(pageParm.getUserType()) ,CarryCapacityUserPO::getUserType,pageParm.getUserType())
.between(StringUtils.isNotBlank(pageParm.getStartTime()) && StringUtils.isNotBlank(pageParm.getEndTime()) ,CarryCapacityUserPO::getCreateTime,pageParm.getStartTime(),pageParm.getEndTime());
IPage<CarryCapacityUserPO> page = this.page (returnpage, queryWrapper);
return page;
}
}

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package com.njcn.advance.service.carrycapacity.impl;
import cn.hutool.core.collection.CollectionUtil;
import cn.hutool.core.date.LocalDateTimeUtil;
import com.njcn.advance.enums.AdvanceResponseEnum;
import com.njcn.advance.enums.CarryingCapacityEnum;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityCalParam;
import com.njcn.advance.pojo.carrycapacity.param.CarryCapacityQueryDataParam;
import com.njcn.advance.pojo.carrycapacity.vo.*;
import com.njcn.advance.service.carrycapacity.CarryCapacityStrategyPOService;
import com.njcn.advance.service.carrycapacity.CarryCapcityService;
import com.njcn.advance.utils.CZNLPG;
import com.njcn.advance.utils.Utils;
import com.njcn.common.pojo.exception.BusinessException;
import com.njcn.common.utils.PubUtils;
import com.njcn.device.biz.pojo.po.Overlimit;
import com.njcn.device.pq.api.DeviceTreeClient;
import com.njcn.device.pq.api.LineFeignClient;
import com.njcn.device.pq.pojo.vo.TerminalTree;
import com.njcn.influx.deprecated.InfluxDBPublicParam;
import com.njcn.influx.imapper.DataHarmPowerPMapper;
import com.njcn.influx.imapper.DataHarmPowerQMapper;
import com.njcn.influx.imapper.DataVMapper;
import com.njcn.influx.imapper.IDataIMapper;
import com.njcn.influx.pojo.bo.CarryCapcityData;
import com.njcn.influx.pojo.po.DataHarmPowerP;
import com.njcn.influx.pojo.po.DataHarmPowerQ;
import com.njcn.influx.pojo.po.DataI;
import com.njcn.influx.pojo.po.DataV;
import com.njcn.redis.utils.RedisUtil;
import lombok.RequiredArgsConstructor;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
import java.time.LocalTime;
import java.time.format.DateTimeFormatter;
import java.util.*;
import java.util.stream.Collectors;
import java.util.stream.Stream;
/**
* Description:
* Date: 2024/1/31 14:42【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Service
@RequiredArgsConstructor
public class CarryCapcityServiceImpl implements CarryCapcityService {
private final LineFeignClient lineFeignClient;
private final DeviceTreeClient deviceTreeClient;
private final DataHarmPowerQMapper dataHarmPowerQMapper;
private final DataHarmPowerPMapper dataHarmPowerPMapper;
private final DataVMapper dataVMapper;
private final IDataIMapper dataIMapper;
private final CarryCapacityStrategyPOService carryCapacityStrategyPOService;
private final RedisUtil redisUtil;
private static final double DEFAULTVALUE=3.1415926;
//光伏评估
void photovoltaicEvaluate(double S_T, double S_pv) {
//电压等级
List<DataHarmPowerP> dataHarmPowerPList = null;
List<DataHarmPowerQ> dataHarmPowerQList = null;
Integer voltage = null;
//数据清洗取近一周的配变每日9时~15时段的负载率数据中概率95%小值所对应时刻的有功功率和无功功率值
List<Double> listP = dataHarmPowerPList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.map(DataHarmPowerP::getP)
.collect(Collectors.toList());
List<Double> listQ = dataHarmPowerQList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.map(DataHarmPowerQ::getQ)
.collect(Collectors.toList());
//todo 检查数据是否缺失校验数据完整性
double P_βmin = CZNLPG.calculatePercentile(listP, 1);
double Q_βmin = CZNLPG.calculatePercentile(listQ, 1);
double P_pv = S_pv * Integer.valueOf(CarryingCapacityEnum.K.getValue());
double Bt = CZNLPG.calculateB(P_βmin, Q_βmin, Double.valueOf(CarryingCapacityEnum.K.getValue()), S_T, S_pv, P_pv);
CZNLPG.calculatePF_T(P_βmin, Q_βmin,Double.valueOf(CarryingCapacityEnum.K.getValue()),S_pv);
//前2周的数据
List<DataHarmPowerP> dataHarmPowerPList2 = null;
List<DataHarmPowerQ> dataHarmPowerQList2 = null;
List<DataV> DataVList2 = null;
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
//存储UA, UB,UC;
List<Double> uList = new ArrayList<>();
phaseType.stream().forEach(phase -> {
List<Double> listP2 = dataHarmPowerPList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(DataHarmPowerP::getP)
.collect(Collectors.toList());
List<Double> listQ2 = dataHarmPowerQList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(DataHarmPowerQ::getQ)
.collect(Collectors.toList());
List<Double> listV2 = DataVList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhasicType().equals(phase))
.map(DataV::getRms)
.collect(Collectors.toList());
//todo 抽取5000条数据（抽取方式待确定）
Double[] res = new Double[3];
CZNLPG.cznlpgDataTrain(listV2, listP2, listQ2, listV2.size(), res);
//前一周数据计算p_min，q_min
List<Double> listPPhase = dataHarmPowerPList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(DataHarmPowerP::getP)
.collect(Collectors.toList());
List<Double> listQPhase = dataHarmPowerQList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(DataHarmPowerQ::getQ)
.collect(Collectors.toList());
//todo 检查数据是否缺失校验数据完整性
double p_min = CZNLPG.calculatePercentile(listPPhase, 1);
double q_min = CZNLPG.calculatePercentile(listQPhase, 1);
double U = CZNLPG.calculateU(res[0], res[1], res[2], p_min, Double.valueOf(CarryingCapacityEnum.K.getValue()), q_min, S_pv, voltage);
uList.add(U);
});
//取uList最大值
double U_T = uList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
List<Double> i_Th_List = new ArrayList<>();
List<DataI> dataIList = null;
List<Integer> integerList = Stream.of(2, 3, 4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25).collect(Collectors.toList());
integerList.stream().forEach(temp->{
List<Double> iList = new ArrayList<>();
phaseType.stream().forEach(phase -> {
List<DataI> tempDataIList = dataIList.stream().filter(temp1 -> Utils.isTimeInRange(temp1.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp1 -> temp1.getPhaseType().equals(phase))
.collect(Collectors.toList());
//todo 检查数据是否缺失校验数据完整性
List<Double> attributeValueByPropertyName = Utils.getAttributeValueByPropertyName(tempDataIList, "i" + temp);
double I_cp95 = CZNLPG.calculatePercentile(attributeValueByPropertyName, 0);
double I_phase = CZNLPG.calculateITm(I_cp95, Double.valueOf(CarryingCapacityEnum.K.getValue()),
voltage, S_pv, Double.valueOf(CarryingCapacityEnum.getValueByCode("K_H_" + temp)),
Double.valueOf(CarryingCapacityEnum.getValueByCode("I_INV_" + temp)));
iList.add(I_phase);
});
double I_th = iList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
i_Th_List.add(I_th);
});
//todo 根据监测点查找限值
}
@Override
public CarryCapacityDataVO queryCarryCapacityData(CarryCapacityQueryDataParam queryParam) {
CarryCapacityDataVO carryCapacityDataVO = new CarryCapacityDataVO();
String lineId = queryParam.getLineId();
// LineDetailDataVO data = lineFeignClient.getLineDetailData(lineId).getData();
// //时间间隔
// Integer timeInterval = data.getTimeInterval();
Integer timeInterval =1;
//根据时间间隔算出最低数据量 7天*6小时*60分钟*3项*90%/时间间隔
int minDataNum = 7*6*60*3*90/(100*timeInterval);
DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
String startTime = LocalDateTimeUtil.format(queryParam.getStartTime(), formatter) + " 00:00:00";
String endTime = LocalDateTimeUtil.format(queryParam.getEndTime(), formatter) + " 23:59:00";
/* 近一周的数据包括电流,电压，有功功率，无功功率，数据完整性校验就取有功功率一组数据校验，因为，要有都有要没有都没有，数据查询按时间间隔和tag分组，
缺失布置3.1415926，后边更具3.1415926个数来判断数据完整性，及进行数据补充*/
//有功功率
String SqlP1 = "select mean(p) as value from data_harmpower_p where value_type='CP95' and phasic_type!='T' and line_id='"+lineId+
"' and time >= '" + startTime + "'and time <= '" +endTime + "'"+"group by time("+timeInterval+"m) ,* fill(3.1415926)"+InfluxDBPublicParam.TIME_ZONE;
List<CarryCapcityData> dataHarmPowerPList = dataHarmPowerPMapper.getSqlResult(SqlP1);
//数据校验
if(CollectionUtil.isEmpty(dataHarmPowerPList)){
throw new BusinessException(AdvanceResponseEnum.DATA_NOT_FOUND);
}else {
//数据清洗取近一周的配变每日9时~15时段的负载率数据中概率95%小值所对应时刻的有功功率和无功功率值
List<Double> listP = dataHarmPowerPList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getValue()!=DEFAULTVALUE)
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
if (listP.size()<minDataNum){
throw new BusinessException(AdvanceResponseEnum.DATA_NOT_FOUND);
}
}
//数据缺失填补
linearInterpolation(dataHarmPowerPList);
carryCapacityDataVO.setData(dataHarmPowerPList);
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
Map<String,Double> results = new HashMap<>(4);
//计算最小Cp95值用于评估
phaseType.stream().forEach(phase -> {
List<Double> listP = dataHarmPowerPList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getValue()!=DEFAULTVALUE)
.filter(temp -> Objects.equals(temp.getPhaseType(),phase))
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
double P_βmin = CZNLPG.calculatePercentile(listP, 1);
results.put(phase, P_βmin);
});
carryCapacityDataVO.setP_βminMap(results);
//前2周的数据用于计算首端电流模型参数
String forwardStartTime = LocalDateTimeUtil.format(queryParam.getStartTime()
// .plusWeeks(-1)
, formatter) + " 00:00:00";
String forwardEndTime = LocalDateTimeUtil.format(queryParam.getEndTime()
// .plusWeeks(-1)
, formatter) + " 23:59:00";
String SqlP2 = "select mean(p) as value from data_harmpower_p where value_type='CP95' and phasic_type!='T' and line_id='"+lineId+
"' and time >= '" + forwardStartTime + "'and time <= '" +forwardEndTime + "'"+"group by time("+timeInterval+"m) ,* fill(3.1415926)"+InfluxDBPublicParam.TIME_ZONE;
List<CarryCapcityData> dataHarmPowerPList2 = dataHarmPowerPMapper.getSqlResult(SqlP2);
//数据校验
// if(CollectionUtil.isEmpty(dataHarmPowerPList2)){
// throw new BusinessException(AdvanceResponseEnum.DATA_NOT_FOUND);
// }else {
// //数据清洗取近一周的配变每日9时~15时段的负载率数据中概率95%小值所对应时刻的有功功率和无功功率值
// List<Double> listP = dataHarmPowerPList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
// .filter(temp -> temp.getValue()!=DEFAULTVALUE)
// .map(CarryCapcityData::getValue)
// .collect(Collectors.toList());
// if (listP.size()<minDataNum){
// throw new BusinessException(AdvanceResponseEnum.DATA_NOT_FOUND);
// }
// }
//数据缺失填补
linearInterpolation(dataHarmPowerPList2);
//有功功率
String SqlQ2 = "select mean(q) as value from data_harmpower_q where value_type='CP95' and phasic_type!='T' and line_id='"+lineId+
"' and time >= '" + forwardStartTime + "'and time <= '" +forwardEndTime + "'"+"group by time("+timeInterval+"m) ,* fill(3.1415926)"+InfluxDBPublicParam.TIME_ZONE;
List<CarryCapcityData> dataHarmPowerQList2 = dataHarmPowerQMapper.getSqlResult(SqlQ2);
//数据缺失填补
linearInterpolation(dataHarmPowerQList2);
//电压
String SqlU2 = "select mean(rms) as value from data_v where value_type='CP95' and phasic_type!='T' and line_id='"+lineId+
"' and time >= '" + forwardStartTime + "'and time <= '" +forwardEndTime + "'"+"group by time("+timeInterval+"m) ,* fill(3.1415926)"+InfluxDBPublicParam.TIME_ZONE;
List<CarryCapcityData> dataVList2 = dataVMapper.getSqlResult(SqlU2);
//数据缺失填补
linearInterpolation(dataVList2);
//用前2周的数据计算C,a,b
Map<String, Double[]> stringMap = calUParam(dataHarmPowerPList2, dataHarmPowerQList2, dataVList2);
carryCapacityDataVO.setStringMap(stringMap);
return carryCapacityDataVO;
}
@Override
public CarryCapacityDataQVO queryCarryCapacityQData(CarryCapacityQueryDataParam queryParam) {
CarryCapacityDataQVO carryCapacityDataQVO = new CarryCapacityDataQVO();
String lineId = queryParam.getLineId();
// LineDetailDataVO data = lineFeignClient.getLineDetailData(lineId).getData();
// //时间间隔
// Integer timeInterval = data.getTimeInterval();
Integer timeInterval =1;
DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
String startTime = LocalDateTimeUtil.format(queryParam.getStartTime(), formatter) + " 00:00:00";
String endTime = LocalDateTimeUtil.format(queryParam.getEndTime(), formatter) + " 23:59:00";
//无功功率
String SqlQ1 = "select mean(q) as value from data_harmpower_q where value_type='CP95' and phasic_type!='T' and line_id='"+lineId+
"' and time >= '" + startTime + "'and time <= '" +endTime + "'"+"group by time("+timeInterval+"m) ,* fill(3.1415926)"+InfluxDBPublicParam.TIME_ZONE;
List<CarryCapcityData> dataHarmPowerList = dataHarmPowerQMapper.getSqlResult(SqlQ1);
//数据缺失填补
linearInterpolation(dataHarmPowerList);
carryCapacityDataQVO.setData(dataHarmPowerList);
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
Map<String,Double> results = new HashMap<>(4);
//计算最小Cp95值用于评估
phaseType.stream().forEach(phase -> {
List<Double> listQ = dataHarmPowerList.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getValue()!=DEFAULTVALUE)
.filter(temp -> Objects.equals(temp.getPhaseType(),phase))
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
double Q_βmin = CZNLPG.calculatePercentile(listQ, 1);
results.put(phase, Q_βmin);
});
carryCapacityDataQVO.setQ_βminMap(results);
return carryCapacityDataQVO;
}
@Override
public CarryCapacityDataIVO queryCarryCapacityIData(CarryCapacityQueryDataParam queryParam) {
CarryCapacityDataIVO carryCapacityDataIVO = new CarryCapacityDataIVO();
String lineId = queryParam.getLineId();
// LineDetailDataVO data = lineFeignClient.getLineDetailData(lineId).getData();
// //时间间隔
// Integer timeInterval = data.getTimeInterval();
Integer timeInterval =1;
DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
String startTime = LocalDateTimeUtil.format(queryParam.getStartTime(), formatter) + " 00:00:00";
String endTime = LocalDateTimeUtil.format(queryParam.getEndTime(), formatter) + " 23:59:00";
//电流
StringBuilder stringBuilder1 = new StringBuilder();
StringBuilder stringBuilder2 = new StringBuilder();
for (int i = 2; i <=25 ; i++) {
if (i==25){
stringBuilder1.append("mean(i_").append(i).append(") AS i_").append(i);
} else {
stringBuilder1.append("mean(i_").append(i).append(") AS i_").append(i).append(",");
}
}
stringBuilder2.append ("line_id='").append (lineId).append ("' and ").append(InfluxDBPublicParam.TIME + " >= '").append(startTime).append("' and ").append(InfluxDBPublicParam.TIME).append(" <= '").append(endTime).append("' group by time(").append(timeInterval).append("m),* fill(3.1415926) ").append(InfluxDBPublicParam.TIME_ZONE);
String sqlI1 = "select "+stringBuilder1+" from "+ InfluxDBPublicParam.DATA_I+" where value_type='CP95' and phasic_type!='T' and "+stringBuilder2;
List<DataI> dataI = dataIMapper.getSqlResult(sqlI1);
//数据缺失填补
linearInterpolationI(dataI);
List<CarryCapcityData> i_list = dataI.stream().map(temp -> {
CarryCapcityData carryCapcityData = new CarryCapcityData();
BeanUtils.copyProperties(temp, carryCapcityData);
carryCapcityData.setValue(Utils.getAttributeValueByPropertyName(temp, "i" + queryParam.getTime()));
return carryCapcityData;
}).collect(Collectors.toList());
carryCapacityDataIVO.setData(i_list);
List<Double> I_βmax =new ArrayList<>();
List<Integer> integerList = Stream.of(2, 3, 4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25).collect(Collectors.toList());
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
integerList.stream().forEach(temp->{
List<Double> iList = new ArrayList<>();
phaseType.stream().forEach(phase -> {
List<DataI> tempDataIList = dataI.stream().filter(temp1 -> Utils.isTimeInRange(temp1.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp1 -> temp1.getPhaseType().equals(phase))
.collect(Collectors.toList());
List<Double> attributeValueByPropertyName = Utils.getAttributeValueByPropertyName(tempDataIList, "i" + temp);
double I_cp95 = CZNLPG.calculatePercentile(attributeValueByPropertyName, 0);
iList.add(I_cp95);
});
//取uList最大值
double i_Max = iList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
I_βmax.add(i_Max);
});
carryCapacityDataIVO.setI_βmax(I_βmax);
return carryCapacityDataIVO;
}
@Override
public CarryCapacityDResultVO carryCapacityCal(CarryCapacityCalParam calParam) {
CarryCapacityDResultVO carryCapacityDResultVO = new CarryCapacityDResultVO();
Double S_T = calParam.getS_T();
Double S_pv = calParam.getS_pv();
Double P_pv = calParam.getS_pv()*Double.valueOf(CarryingCapacityEnum.K.getValue());
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
List<Double> uList = new ArrayList<>();
List<Double> BtList = new ArrayList<>();
List<Double> PF_TList = new ArrayList<>();
for (String phase : phaseType) {
Double P_βmin = calParam.getP_βminMap().get(phase);
Double Q_βmin = calParam.getQ_βminMap().get(phase);
Double[] res = calParam.getStringMap().get(phase);
double Bt = CZNLPG.calculateB(P_βmin, Q_βmin, Double.valueOf(CarryingCapacityEnum.K.getValue()), S_T, S_pv, P_pv);
BtList.add(Bt);
double PF_T = CZNLPG.calculatePF_T(P_βmin, Q_βmin, Double.valueOf(CarryingCapacityEnum.K.getValue()), S_pv);
PF_TList.add(PF_T);
double U = CZNLPG.calculateU(res[0], res[1], res[2], P_βmin, Double.valueOf(CarryingCapacityEnum.K.getValue()), Q_βmin, S_pv, Double.valueOf(calParam.getScale()));
uList.add(U);
}
//取uList最大值
double U_T_Max = uList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
double Bt_Max = BtList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
double PF_T_Max = PF_TList.stream().mapToDouble(Double::doubleValue)
.max()
.getAsDouble();
Integer uTLevel = CZNLPG.evaluateVoltageLevel(U_T_Max);
carryCapacityDResultVO.setUTLevel(uTLevel);
Integer pfTLevel = CZNLPG.evaluatePowerFactorLevel(PF_T_Max);
carryCapacityDResultVO.setPfTLevel(pfTLevel);
Integer bTLevel = CZNLPG.evaluateEquivalentLoadRateLevel(PF_T_Max);
carryCapacityDResultVO.setPfTLevel(bTLevel);
//谐波电流幅值判断
//获取限值
Overlimit overlimit = lineFeignClient.getOverLimitData(calParam.getLineId()).getData();
//各次谐波电流 均小于国标限值 返回1 存在某次谐波电流幅值 超出限值，但在1.25倍限值内 返回2 存在某次谐波电流幅值超出限值1.25倍以上 返回3 存在多次谐波电流幅值均超出限值1.25倍以上 返回4
//i_count1小于国标限值的个数，i_count2>=国标限值<=1.25倍的国标限值，i_count3>1.25倍的国标限值
int i_count1=0,i_count2=0,i_count3=0;
for (int i = 0; i < calParam.getI_βmax().size(); i++) {
double I_TM = CZNLPG.calculateITm(calParam.getI_βmax().get(i), Double.valueOf(CarryingCapacityEnum.K.getValue()),
Double.valueOf(calParam.getScale()), S_pv, Double.valueOf(CarryingCapacityEnum.getValueByCode("K_H_" + (i + 2))),
Double.valueOf(CarryingCapacityEnum.getValueByCode("I_INV_" + (i + 2))));
double getUharm = PubUtils.getValueByMethod(overlimit, "getIharm", i + 2);
if (I_TM<getUharm) {
i_count1++;
} else if (I_TM >= getUharm && I_TM <= 1.25 * getUharm) {
i_count2++;
} else if (I_TM > 1.25 * getUharm) {
i_count3++;
}
}
Integer iLevel = 1;
if (i_count3>1) {
iLevel=4;
} else if (i_count3==1) {
iLevel=3;
} else if (i_count2==1) {
iLevel=2;
}else {
iLevel=1;
}
carryCapacityDResultVO.setILevel(iLevel);
//统计安全，3级预警，2级预警1级预警个数
List<Integer> list = Stream.of(uTLevel, pfTLevel, bTLevel, iLevel).collect(Collectors.toList());
int safe_count=0,warn_count3=0,warn_count2=0,warn_count1=0;
safe_count =(int) list.stream()
.filter(temp ->temp==1)
.count();
warn_count3 =(int) list.stream()
.filter(temp ->temp==2)
.count();
warn_count2 =(int) list.stream()
.filter(temp ->temp==3)
.count();
warn_count1 =(int) list.stream()
.filter(temp ->temp==1)
.count();
List<CarryCapacityStrategyVO> carryCapacityStrategyVOList = carryCapacityStrategyPOService.queyDetail();
//1-安全，2-III级预警，3-II级预警，4-I 级预警,依次执行策略看是否符合
for (int i = 1; i < 5; i++) {
int finalI = i;
boolean b = StrategyReslut(carryCapacityStrategyVOList, i, 1, safe_count);
boolean b1 = StrategyReslut(carryCapacityStrategyVOList, i, 2, warn_count3);
boolean b2 = StrategyReslut(carryCapacityStrategyVOList, i, 3, warn_count2);
boolean b3 = StrategyReslut(carryCapacityStrategyVOList, i, 4, warn_count1);
if(b&&b1&&b2&&b3){
carryCapacityDResultVO.setReslutLevel(i);
break;
}
}
return carryCapacityDResultVO;
}
@Override
public List<TerminalTree> carryCapacityTree() {
List<TerminalTree> data = deviceTreeClient.getTerminalTree().getData();
data.forEach(temp->{
temp.getChildren().forEach(temp1->{
temp1.getChildren().forEach(temp2->{
temp2.getChildren().forEach(temp3->{
temp3.getChildren().forEach(temp4->{
List<TerminalTree> collect = temp4.getChildren().stream()
.map(TerminalTree::getChildren).flatMap(Collection::stream)
.map(TerminalTree::getChildren).flatMap(Collection::stream)
.collect(Collectors.toList());
temp4.setChildren(collect);
});
});
});
});
});
return data;
}
/**
* @Description: 首先，找到缺失值的前一个和后一个非缺失值。
* 计算两个非缺失值之间的差值。
* 将差值除以两个非缺失值之间的距离，得到斜率。
* 使用斜率和前一个非缺失值计算缺失值的近似值。
* @Param:
* @Author: clam
* @Date: 2024/2/28
*/
public static void linearInterpolation(List<CarryCapcityData> data) {
for (int i = 0; i < data.size(); i++) {
if (data.get(i).getValue() == DEFAULTVALUE ) {
int prevIndex = i - 1;
int nextIndex = i + 1;
while (prevIndex >= 0 && data.get(prevIndex).getValue() == DEFAULTVALUE) {
prevIndex--;
}
while (nextIndex < data.size() && data.get(nextIndex).getValue() == DEFAULTVALUE) {
nextIndex++;
}
if (prevIndex >= 0 && nextIndex < data.size()) {
double slope = (data.get(nextIndex).getValue() - data.get(prevIndex).getValue()) / (nextIndex - prevIndex);
data.get(i).setValue(data.get(prevIndex).getValue() + slope * (i - prevIndex));
} else {
data.get(i).setValue(DEFAULTVALUE);
}
}
}
}
/**
* @Description: linearInterpolationI 电流数据缺失填补
* @Param:
* @return: void
* @Author: clam
* @Date: 2024/2/28
*/
public static void linearInterpolationI(List<DataI> data) {
for (int k= 2; k <=25 ; k++) {
for (int i = 0; i < data.size(); i++) {
if (data.get(i).getI2() == DEFAULTVALUE) {
int prevIndex = i - 1;
int nextIndex = i + 1;
while (prevIndex >= 0 && data.get(prevIndex).getI2() == DEFAULTVALUE) {
prevIndex--;
}
while (nextIndex < data.size() && data.get(nextIndex).getI2() == DEFAULTVALUE) {
nextIndex++;
}
if (prevIndex >= 0 && nextIndex < data.size()) {
double slope = (data.get(nextIndex).getI2() - data.get(prevIndex).getI2()) / (nextIndex - prevIndex);
data.get(i).setI2(data.get(prevIndex).getI2() + slope * (i - prevIndex));
data.get(i).setI3(data.get(prevIndex).getI3() + slope * (i - prevIndex));
data.get(i).setI4(data.get(prevIndex).getI4() + slope * (i - prevIndex));
data.get(i).setI5(data.get(prevIndex).getI5() + slope * (i - prevIndex));
data.get(i).setI6(data.get(prevIndex).getI6() + slope * (i - prevIndex));
data.get(i).setI7(data.get(prevIndex).getI7() + slope * (i - prevIndex));
data.get(i).setI8(data.get(prevIndex).getI8() + slope * (i - prevIndex));
data.get(i).setI9(data.get(prevIndex).getI9() + slope * (i - prevIndex));
data.get(i).setI10(data.get(prevIndex).getI10() + slope * (i - prevIndex));
data.get(i).setI11(data.get(prevIndex).getI11() + slope * (i - prevIndex));
data.get(i).setI12(data.get(prevIndex).getI12() + slope * (i - prevIndex));
data.get(i).setI13(data.get(prevIndex).getI13() + slope * (i - prevIndex));
data.get(i).setI14(data.get(prevIndex).getI14() + slope * (i - prevIndex));
data.get(i).setI15(data.get(prevIndex).getI15() + slope * (i - prevIndex));
data.get(i).setI16(data.get(prevIndex).getI16() + slope * (i - prevIndex));
data.get(i).setI17(data.get(prevIndex).getI17() + slope * (i - prevIndex));
data.get(i).setI18(data.get(prevIndex).getI18() + slope * (i - prevIndex));
data.get(i).setI19(data.get(prevIndex).getI19() + slope * (i - prevIndex));
data.get(i).setI20(data.get(prevIndex).getI20() + slope * (i - prevIndex));
data.get(i).setI21(data.get(prevIndex).getI21() + slope * (i - prevIndex));
data.get(i).setI22(data.get(prevIndex).getI22() + slope * (i - prevIndex));
data.get(i).setI23(data.get(prevIndex).getI23() + slope * (i - prevIndex));
data.get(i).setI24(data.get(prevIndex).getI24() + slope * (i - prevIndex));
data.get(i).setI25(data.get(prevIndex).getI25() + slope * (i - prevIndex));
} else {
data.get(i).setI2(DEFAULTVALUE);
data.get(i).setI3(DEFAULTVALUE);
data.get(i).setI4(DEFAULTVALUE);
data.get(i).setI5(DEFAULTVALUE);
data.get(i).setI6(DEFAULTVALUE);
data.get(i).setI7(DEFAULTVALUE);
data.get(i).setI8(DEFAULTVALUE);
data.get(i).setI9(DEFAULTVALUE);
data.get(i).setI10(DEFAULTVALUE);
data.get(i).setI11(DEFAULTVALUE);
data.get(i).setI12(DEFAULTVALUE);
data.get(i).setI13(DEFAULTVALUE);
data.get(i).setI14(DEFAULTVALUE);
data.get(i).setI15(DEFAULTVALUE);
data.get(i).setI16(DEFAULTVALUE);
data.get(i).setI17(DEFAULTVALUE);
data.get(i).setI18(DEFAULTVALUE);
data.get(i).setI19(DEFAULTVALUE);
data.get(i).setI20(DEFAULTVALUE);
data.get(i).setI21(DEFAULTVALUE);
data.get(i).setI22(DEFAULTVALUE);
data.get(i).setI23(DEFAULTVALUE);
data.get(i).setI24(DEFAULTVALUE);
data.get(i).setI25(DEFAULTVALUE);
}
}
}
}
}
/**
* @Description: calUParam 首端电压模型训练获取A,B,C三项C,a，b参数
* @Param:
* @return: java.util.Map<java.lang.String,java.lang.Double[]>
* @Author: clam
* @Date: 2024/2/29
*/
public static Map<String,Double[]> calUParam(List<CarryCapcityData> dataHarmPowerPList2,List<CarryCapcityData> dataHarmPowerQList2,List<CarryCapcityData> DataVList2){
Map<String,Double[]> results = new HashMap<>(4);
List<String> phaseType = Stream.of("A", "B", "C").collect(Collectors.toList());
//存储UA, UB,UC;
List<Double> uList = new ArrayList<>();
phaseType.stream().forEach(phase -> {
List<Double> listP2 = dataHarmPowerPList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
List<Double> listQ2 = dataHarmPowerQList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
List<Double> listV2 = DataVList2.stream().filter(temp -> Utils.isTimeInRange(temp.getTime(), LocalTime.of(9, 0), LocalTime.of(15, 0)))
.filter(temp -> temp.getPhaseType().equals(phase))
.map(CarryCapcityData::getValue)
.collect(Collectors.toList());
//todo 抽取5000条数据（抽取方式待确定）
Double[] res = new Double[3];
CZNLPG.cznlpgDataTrain(listV2, listP2, listQ2, listV2.size(), res);
results.put(phase, res);
});
return results;
}
private static boolean compareNumbers(int num1, int num2, String operator) {
if (operator.equals("/")) {
return true;
}
else if (operator.equals("<") ) {
return num1 < num2;
} else if (operator.equals(">")) {
return num1 > num2;
} else if (operator.equals("<=")) {
return num1 <= num2;
} else if (operator.equals(">=")) {
return num1 >= num2;
} else if (operator.equals("==")) {
return num1 == num2;
} else if (operator.equals("!=")) {
return num1 != num2;
} else {
throw new IllegalArgumentException("无效的操作符");
}
}
private static boolean StrategyReslut(List<CarryCapacityStrategyVO> carryCapacityStrategyVOList, int result_level, int index_result_level,int result_count) {
CarryCapacityStrategyVO carryCapacityStrategyVO = carryCapacityStrategyVOList.stream()
.filter(temp -> temp.getResult() == result_level)
.filter(temp -> temp.getIndexResult() == index_result_level)
.collect(Collectors.toList()).get(0);
boolean b1 = compareNumbers(result_count, carryCapacityStrategyVO.getCount(), carryCapacityStrategyVO.getComparisonOperators());
return b1;
}
}

314
pqs-advance/advance-boot/src/main/java/com/njcn/advance/utils/CZNLPG.java Normal file
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package com.njcn.advance.utils;
import org.apache.commons.math3.linear.DecompositionSolver;
import org.apache.commons.math3.linear.LUDecomposition;
import org.apache.commons.math3.linear.MatrixUtils;
import org.apache.commons.math3.linear.RealMatrix;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.IOException;
import java.util.Collections;
import java.util.List;
public class CZNLPG {
private static final String DATA_CSV = "C:\\njcn\\pqs\\pqs-advance\\advance-boot\\src\\main\\resources\\test.csv";
private static final int MAX_PRO_DATA_NUM = 5000;
private static final int MAX_DATA_COL_NUM = 9;
private static double[][] arr = new double[MAX_PRO_DATA_NUM][MAX_DATA_COL_NUM];
public static void main(String[] args) {
double[] data_u = new double[MAX_PRO_DATA_NUM];
double[] data_p = new double[MAX_PRO_DATA_NUM];
double[] data_q = new double[MAX_PRO_DATA_NUM];
int data_num = parseCSV(DATA_CSV, data_u, data_p, data_q);
System.out.println("data_num: " + data_num);
double[] res = new double[3];
// cznlpgDataTrain(data_u, data_p, data_q, data_num, res);
System.out.println("C = " + res[0] + " a = " + res[1] + " b = " + res[2]);
}
private static int parseCSV(String path, double[] data_u, double[] data_p, double[] data_q) {
int line = 0;
try (BufferedReader br = new BufferedReader(new FileReader(path))) {
String lines;
while ((lines = br.readLine()) != null) {
String[] tokens = lines.split(",");
for (int i = 0; i < tokens.length; i++) {
arr[line][i] = Double.parseDouble(tokens[i]);
}
System.out.println("line " + line + ": ");
for (int i = 0; i < tokens.length; i++) {
System.out.println("arr[" + line + "][" + i + "]=" + arr[line][i]);
}
data_u[line] = arr[line][0];
data_p[line] = arr[line][1];
data_q[line] = arr[line][2];
line++;
}
} catch (IOException e) {
e.printStackTrace();
}
return line;
}
/*
* 模型训练
* */
public static void cznlpgDataTrain(List<Double> u, List<Double> p, List<Double> q, int num, Double[] outRes) {
if (num > MAX_PRO_DATA_NUM) {
return;
}
RealMatrix matPQ = MatrixUtils.createRealMatrix(num, 3);
RealMatrix matU = MatrixUtils.createRealMatrix(num, 1);
RealMatrix matW = MatrixUtils.createRealMatrix(3, 1);
// Matrix assignment
for (int i = 0; i < num; i++) {
matPQ.setEntry(i, 0, 1);
matPQ.setEntry(i, 1, p.get(i));
matPQ.setEntry(i, 2, q.get(i));
matU.setEntry(i, 0, u.get(i));
}
System.out.println("matPQ=");
printMatrix(matPQ);
System.out.println("matPQ transpose=");
printMatrix(matPQ.transpose());
// w = inv(PQ1'*PQ1)*PQ1'*U
// U = 224.5133 - 2.3041e-5 * P - 1.1900e-4 * Q
RealMatrix matPQT = matPQ.transpose();
RealMatrix matInverse = inverseMatrix(matPQT.multiply(matPQ));
matW = matInverse.multiply(matPQT).multiply(matU);
outRes[0] = matW.getEntry(0, 0);
outRes[1] = matW.getEntry(1, 0);
outRes[2] = matW.getEntry(2, 0);
}
private static void printMatrix(RealMatrix matrix) {
System.out.println(matrix);
}
//矩阵求逆
public static RealMatrix inverseMatrix(RealMatrix matrix) {
LUDecomposition LUDe = new LUDecomposition(matrix);
DecompositionSolver solver = LUDe.getSolver();
RealMatrix result = solver.getInverse();
return result;
}
/**
* @Description: 负载率约束指标计算P_βmin和Q_βmin分别为近一周的配变每日9时~15时段的负载率数据中概率95%小值所对应时刻的有功功率和无功功率值；
* S_T为配变额定容量；S_pv为拟接入光伏容量；k为修正系数 ，取值可参照如下。
* 台区日照条件 k
* 光照强度大于1250kWh/m^2 0.8~0.9
* 光照强度小于1250kWh/m^2 0.75~0.8
* 海南 0.8
* @Param:
* @return: double Loadrate
* @Author: clam
* @Date: 2024/1/26
*/
public static double calculateB(double P_βmin, double Q_βmin, double k, double S_T, double S_pv, double P_pv) {
double term1 = Math.pow(P_βmin - k * S_T, 2);
double term2 = Math.pow(Q_βmin, 2);
double numerator = Math.sqrt(term1 + term2);
if (P_βmin > P_pv) {
return numerator / S_pv;
} else {
return -numerator / S_pv;
}
}
/**
* @Description: calculatePF_T 功率因数指标计算
* @Param:
* @return: double
* @Author: clam
* @Date: 2024/2/20
*/
public static double calculatePF_T(double P_βmin, double Q_βmin, double k, double S_pv) {
double term1 = Math.pow(P_βmin - k * S_pv, 2);
double term2 = Math.pow(Q_βmin, 2);
double v = P_βmin - k * S_pv;
double numerator = Math.sqrt(term1 + term2);
return v/numerator;
}
/**
* @Description: 总结：
* p_min和 q_min能够根据测点数据获取得到；
* S_pv为拟接入光伏容量，此部分需要现场选取好台区后获取。
* k为修正系数，徐工提供海南k系数，是否需要考虑不同季节台区日照系数。
* C、a、b需要用模型计算，是此算法中难点。
* 结论：【拟接入光伏容量】为入参；【A/B/C相有功功率】和【A/B/C相无功功率值】95%小值从A/B/C相历史数据中计算得出； 为枚举参数；能够计算三相配变首端电压 、 、 ，从而得出U 。
* 380v -U=C-a(p_min -k*S_pv/3)-b*q_min
* 220v -U=C-a(p_min -k*S_pv)-b*q_min
*
* @Param:
* @return: double
* @Author: clam
* @Date: 2024/2/2
*/
public static double calculateU(double C, double a, double b, double p_min, double K, double q_min,double S_pv, double voltage) {
if (voltage == 220) {
return C-a*(p_min-K*S_pv)-b*q_min;
} else if (voltage == 380) {
return C-a*(p_min-K*S_pv/3)-b*q_min;
} else {
return 0;
}
}
/**
* I_(stock,h)为台区一周内的h次谐波电流95%概率大值，I_"inv" ^h%为光伏逆变器第h次的典型谐波电流含有率；
* S_pv为拟接入光伏容量，此部分需要现场选取好台区后获取。
* k为修正系数，徐工提供海南k系数，是否需要考虑不同季节台区日照系数。
* 结论：【电压等级】为入参；I_(stock,h)为台区一周内的h次谐波电流95%概率大值，I_"inv" ^h%为光伏逆变器第h次的典型谐波电流含有率，
* 为枚举参数；k为枚举参数；能够计算各次的谐波电流幅值 、 、 ，从而得出 。
*/
public static double calculateITm(double I_cp95, double k, double voltage, double S_pv, double K, double I_inv) {
double term1 = Math.pow(I_cp95, 2);
double term2 = 0, term3 = 0;
if (voltage == 220) {
term2 = Math.pow(k * S_pv * I_inv / 220, 2);
term3 = K * I_cp95 * (k * S_pv * I_inv / 220);
} else if (voltage == 380) {
term2 = Math.pow(k * S_pv * I_inv / 3 * 220, 2);
term3 = K * I_cp95 * (k * S_pv * I_inv / 3 * 220);
} else {
return 0;
}
double sumOfTerms = term1 + term2 + term3;
return Math.sqrt(sumOfTerms);
}
/**
* @Description: evaluateVoltageLevel 根据规则评估配变首端电压等级
* @Param:
* @return: int
* @Author: clam
* @Date: 2024/1/30
*/
public static int evaluateVoltageLevel(double voltage) {
if (voltage <= 235.4) {
return 1; // 安全
} else if (voltage > 235.4 && voltage <= 253.0) {
return 2; // Ⅲ级预警
} else if (voltage > 253.0 && voltage < 260.0) {
return 3; // Ⅱ级预警
} else {
return 4; // Ⅰ级预警
}
}
/**
* @Description: evaluatePowerFactorLevel // 根据规则评估功率因数等级
* @Param:
* @return: int
* @Author: clam
* @Date: 2024/1/30
*/
public static int evaluatePowerFactorLevel(double powerFactor) {
if (powerFactor >= 0.9) {
return 1; // 安全
} else if (powerFactor >= 0.85 && powerFactor < 0.9) {
return 2; // Ⅲ级预警
} else if (powerFactor >= 0.8 && powerFactor < 0.85) {
return 3; // Ⅱ级预警
} else {
return 4; // Ⅰ级预警
}
}
/**
* @Description: / 根据规则评估等效负载率等级
* @Param:
* @return: int
* @Author: clam
* @Date: 2024/1/30
*/
public static int evaluateEquivalentLoadRateLevel(double equivalentLoadRate) {
if (equivalentLoadRate >= 0.0) {
return 1; // 安全
} else if (equivalentLoadRate >= -40.0 && equivalentLoadRate < 0.0) {
return 2; // Ⅲ级预警
} else if (equivalentLoadRate >= -80.0 && equivalentLoadRate < -40.0) {
return 3; // Ⅱ级预警
} else {
return 4; // Ⅰ级预警
}
}
/**
* @Description: 判断O:各项指标是否均为“安全” 安全接入
* 判断2: 至多2项指标达到“III级预警”，其余指标均为“安全” 3接入预警
* @: 超过2项指标达到“III级预警”且无“II级预警”及以上的指标:或至多1项指标达到“I 级预警且其余指标均为“安全” 2接入预警
* 判断@: 至多2项指标达到“II 级预警”且其余指标均为“安全”: 或至多1项指标达到“II级预警”且其余指标存在“III级预警” 1级接入预警
* 否则 限制接入
* @Param:
* @return:
* @Author: clam
* @Date: 2024/1/30
*/
public static int evaluateG(List<Integer> indicators) {
long count1 = indicators.stream().filter(i -> i == 1).count();
long count2 = indicators.stream().filter(i -> i == 2).count();
long count3 = indicators.stream().filter(i -> i == 3).count();
if (count1 == 4) {
return 1;
} else if (count2 <= 2 && count2 + count1 == 4) {
return 2;
} else if ((count2 >= 2 && count2 + count1 == 4) || (count3 == 1 && count1 == 3)) {
return 3;
} else if ((count3 <= 2 && count1 + count3 == 4) || (count3 == 1 && count2 >= 1 && count1 + count2 == 3)) {
return 4;
} else {
return 5;
}
}
/**
* 计算一组数据的最大95概率值，最小95概率值 入参一组double集合，一个flag表示计算类型 返回double
*
* @param data
* @param type 0 最大95概率值 1 最小95概率值
* @return
*/
public static double calculatePercentile(List<Double> data, Integer type) {
// 对数组进行排序
// 正序排序
Collections.sort(data);
int index =0;
if (type == 0) {
// 计算最大95%概率值的索引
index =(int) Math.ceil(0.95 * data.size()) ;
} else if (type == 1) {
// 计算最小95%概率值的索引
index = (int) Math.ceil(0.05 * data.size()) - 1;
}
// 根据计算类型返回相应的值
return data.get(index);
}
}

33
pqs-advance/advance-boot/src/main/java/com/njcn/advance/utils/Utils.java
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@@ -10,6 +10,9 @@ package com.njcn.advance.utils;
import cn.hutool.core.collection.CollectionUtil;
import java.lang.reflect.Field;
import java.time.Instant;
import java.time.LocalTime;
import java.util.ArrayList;
import java.util.List;
@@ -99,4 +102,34 @@ public class Utils {
}
return result;
}
// 辅助方法：检查时间是否在指定范围内
public static boolean isTimeInRange(Instant instant, LocalTime startTime, LocalTime endTime) {
LocalTime localTime = instant.atZone(Instant.now().atZone(java.time.ZoneId.systemDefault()).getZone()).toLocalTime();
return !localTime.isBefore(startTime) && !localTime.isAfter(endTime);
}
public static <T> List<Double> getAttributeValueByPropertyName(List<T> list, String propertyName) {
List<Double> resultList = new ArrayList<>();
for (T item : list) {
try {
Field field = item.getClass().getDeclaredField(propertyName);
field.setAccessible(true);
resultList.add((Double) field.get(item));
} catch (NoSuchFieldException | IllegalAccessException e) {
e.printStackTrace();
}
}
return resultList;
}
public static <T> Double getAttributeValueByPropertyName(T item, String propertyName) {
Double result = null;
try {
Field field = item.getClass().getDeclaredField(propertyName);
field.setAccessible(true);
result=(Double) field.get(item);
} catch (NoSuchFieldException | IllegalAccessException e) {
e.printStackTrace();
}
return result;
}
}

2524
pqs-advance/advance-boot/src/main/java/com/njcn/advance/utils/sql Normal file
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