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@@ -0,0 +1,706 @@
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+package com.gyee.gaia.meter.service.saveTDengine;
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+
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+import cn.hutool.core.date.DateTime;
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+import cn.hutool.core.date.DateUtil;
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+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
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+import com.gyee.gaia.meter.adapter.Adapter;
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+import com.gyee.gaia.meter.entity.*;
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+import com.gyee.gaia.meter.mapper.TDEquipmentMeterInfoMapper;
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+import com.gyee.gaia.meter.service.impl.EquipmentServiceImpl;
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+import com.gyee.gaia.meter.service.impl.ModelPowerDetailsServiceImpl;
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+import com.gyee.gaia.meter.service.impl.TestingPointServiceImpl;
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+import org.junit.jupiter.api.Test;
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+import org.springframework.beans.factory.annotation.Value;
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+import org.springframework.boot.test.context.SpringBootTest;
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+
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+import javax.annotation.Resource;
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+import java.math.BigDecimal;
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+import java.math.RoundingMode;
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+import java.util.*;
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+
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+/**
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+ * Author: malijun
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+ * Data : 2023: 04: 27
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+ **/
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+@SpringBootTest
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+class TDSaveLLFDLTest {
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+
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+ @Resource
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+ Adapter adapter;
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+ @Resource
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+ private EquipmentServiceImpl equipmentService;
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+ @Resource
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+ private ModelPowerDetailsServiceImpl modelPowerDetailsService;
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+ @Resource
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+ private TestingPointServiceImpl testingPointService;
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+
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+ @Resource
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+ private TDEquipmentMeterInfoMapper tdEquipmentMeterInfoMapper;
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+
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+ @Value("${start.time}")
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+ private String startTimeString;
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+ @Value("${end.time}")
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+ private String endTimeString;
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+
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+ /*
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+ * 日理论发电量(每台风机,综合到每个场站,每个期次,每条线路)
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+ * 1分钟平均风速乘model_power_details的理论功率
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+ * w=pt,理论功率乘时间(kw/h)除以60为1分钟理论发电量
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+ * pro_basic_equipment表中获取到所有风机,每台风机型号等
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+ * uniFormCode AI022 从testing_point中获取到所有风速测点
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+ * 从适配器中取1分钟平均风速,根据风速从model_power_details中取到理论功率
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+ * 计算1分钟理论发电量
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+ * 保存到taos数据库中
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+ */
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+
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+ //理论发电量
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+ @Test
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+ public void llfdl_1Min() {
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+
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+ //设置取值开始时间
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+ String startString = startTimeString;
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+ DateTime startDateTime = DateUtil.parse(startString);
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+
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+ //设置取值结束时间
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+ String endDateString = endTimeString;
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+ DateTime endDateTime0 = DateUtil.parse(endDateString);
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+ DateTime endDateTime = DateUtil.endOfDay(endDateTime0);
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+
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+ //从pro_basic_equipment(实体类为Equipment)表中获取到所有风机,每台风机型号等
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+ List<Equipment> equipmentList = equipmentService.list(new QueryWrapper<Equipment>()
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+ .eq("spare1", "WT")
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+ );
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+
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+ //model_power_details表中获取到所有型号各风速对应的理论功率
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+ List<ModelPowerDetails> modelPowerDetailsList = modelPowerDetailsService.list();
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+
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+ //遍历modelPowerDetailsList,放入map集合中,键为model_id,值为map集合,值的map集合的键为speed,值为theory_power
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+ Map<String, Map<BigDecimal, Double>> map = new HashMap<>();
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+ for (ModelPowerDetails modelPowerDetails : modelPowerDetailsList) {
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+ String modelId = modelPowerDetails.getModelId();
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+ double speed0 = modelPowerDetails.getSpeed();
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+ BigDecimal speed = new BigDecimal(speed0).setScale(2, RoundingMode.HALF_EVEN);
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+ Double theoryPower = modelPowerDetails.getTheoryPower();
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+
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+ // 检查是否已存在该modelId的映射关系
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+ if (map.containsKey(modelId)) {
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+ // 如果已存在，获取对应的内层HashMap，并添加新的映射关系
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+ Map<BigDecimal, Double> innerMap = map.get(modelId);
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+ innerMap.put(speed, theoryPower);
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+ } else {
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+ // 如果不存在，创建新的内层HashMap，并添加映射关系
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+ Map<BigDecimal, Double> innerMap = new HashMap<>();
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+ innerMap.put(speed, theoryPower);
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+ map.put(modelId, innerMap);
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+ }
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+ }
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+
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+
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+ //根据uniform_code=AI130从testing_point表中获取到风机的实际功率测点
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+ List<TestingPoint> testingPointList1 = testingPointService.list(new QueryWrapper<TestingPoint>()
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+ .eq("uniform_code", "AI022")
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+ );
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+ //遍历testingPointList1,把code取出放入一个string集合
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+ List<String> codeList1 = new ArrayList<>();
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+ for (TestingPoint testingPoint : testingPointList1) {
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+ String code = testingPoint.getCode();
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+ codeList1.add(code);
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+ }
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+ //遍历codeList作为适配器的参数,获取到1分钟实际平均功率
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+ for (String code : codeList1) {
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+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
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+
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+ }
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+
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+ //根据uniform_code=AI022从testing_point表中获取到风机的风速测点
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+ List<TestingPoint> testingPointList = testingPointService.list(new QueryWrapper<TestingPoint>()
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+ .eq("uniform_code", "AI022")
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+ );
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+ //遍历testingPointList,把code取出放入一个string集合
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+ List<String> codeList = new ArrayList<>();
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+ for (TestingPoint testingPoint : testingPointList) {
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+ String code = testingPoint.getCode();
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+ codeList.add(code);
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+ }
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+
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+ //新建一个map,键为风机编码,值为map集合,值的map集合的键为时间,值为1分钟理论发电量
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+ Map<String, Map<Long, BigDecimal>> map1 = new HashMap<>();
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+
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+ //遍历codeList作为适配器的参数,获取到1分钟平均风速
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+ for (String code : codeList) {
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+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
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+
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+ //遍历testingPointList,根据code取到风机编码thing_id
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+ for (TestingPoint testingPoint : testingPointList) {
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+ String code1 = testingPoint.getCode();
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+ if (code.equals(code1)) {
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+ String thingId = testingPoint.getThingId();
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+ //根据thingId从equipmentList中取出型号
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+ for (Equipment equipment : equipmentList) {
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+ String nemCode = equipment.getNemCode();
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+ if (thingId.equals(nemCode)) {
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+ String modelId = equipment.getModelId();
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+ //根据modelId从map中取出map集合,键为speed,值为theory_power
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+ Map<BigDecimal, Double> map2 = map.get(modelId);
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+ //遍历pointDataList,拿到风速,根据风速从map2中取到理论功率,计算1分钟理论发电量
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+ for (PointDatas pointData : pointDataList) {
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+ //风速
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+ double speed0 = pointData.getAvg().getValue();
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+ BigDecimal speed = new BigDecimal(speed0).setScale(2, RoundingMode.HALF_EVEN);
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+
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+ Double theoryPower = 0.0;
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+ if (speed0 >= 3 && speed0 <= 25) {
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+ //理论功率
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+ theoryPower = map2.get(speed);
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+ }
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+ //时间
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+ DateTime dateTime = DateTime.of(pointData.getAvg().getTs());
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+
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+
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+ BigDecimal llfdl = BigDecimal.valueOf(0);
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+ //1分钟理论发电量
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+ if (theoryPower != null) {
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+ llfdl = new BigDecimal(Double.toString(theoryPower))
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+ .multiply(new BigDecimal(Double.toString(1)))
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+ .divide(new BigDecimal(Double.toString(60)), 2, RoundingMode.HALF_UP);
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+ }
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+
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+
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+ //存入map1,键为风机编码,值为map集合,值的map集合的键为时间,值为1分钟理论发电量
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+ if (map1.containsKey(nemCode)) {
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+ // 如果已存在，获取对应的内层HashMap，并添加新的映射关系
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+ Map<Long, BigDecimal> innerMap = map1.get(nemCode);
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+ innerMap.put(dateTime.getTime(), llfdl);
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+ } else {
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+ // 如果不存在，创建新的内层HashMap，并添加映射关系
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+ Map<Long, BigDecimal> innerMap = new HashMap<>();
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+ innerMap.put(dateTime.getTime(), llfdl);
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+ map1.put(nemCode, innerMap);
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+ }
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+
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+ }
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+
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+
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+ }
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+ }
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+ }
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+
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+
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+ }
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+ }
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+
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+ HashMap<String, BigDecimal> map2 = new HashMap<>();
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+ for (String key : map1.keySet()) {
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+ Map<Long, BigDecimal> mapValues = map1.get(key);
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+ BigDecimal llfdl = BigDecimal.valueOf(0);
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+ for (BigDecimal mapValue : mapValues.values()) {
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+ llfdl = llfdl.add(mapValue);
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+ }
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+ map2.put(key, llfdl);
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+ }
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+
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+ BigDecimal mhsllfdl = BigDecimal.valueOf(0);
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+ BigDecimal nssllfdl = BigDecimal.valueOf(0);
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+ BigDecimal qsllfdl = BigDecimal.valueOf(0);
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+ BigDecimal sbqllfdl = BigDecimal.valueOf(0);
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+ BigDecimal xsllfdl = BigDecimal.valueOf(0);
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+
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+ for (String key : map2.keySet()) {
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+ if (key.contains("NX_GDDL_MHS_F_WT_")) {
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+ mhsllfdl = mhsllfdl.add(map2.get(key));
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+ }
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+ if (key.contains("NX_GDDL_NSS_F_WT_")) {
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+ nssllfdl = nssllfdl.add(map2.get(key));
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+ }
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+ if (key.contains("NX_GDDL_QS_F_WT_")) {
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+ qsllfdl = qsllfdl.add(map2.get(key));
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+ }
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+ if (key.contains("NX_GDDL_SBQ_F_WT_")) {
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+ sbqllfdl = sbqllfdl.add(map2.get(key));
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+ }
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+ if (key.contains("NX_GDDL_XS_F_WT_")) {
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+ xsllfdl = xsllfdl.add(map2.get(key));
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+ }
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+
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+
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+ }
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+ System.out.println("麻黄山理论发电量:" + mhsllfdl.divide(BigDecimal.valueOf(10000), 4, RoundingMode.HALF_EVEN));
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+ System.out.println("牛首山理论发电量:" + nssllfdl.divide(BigDecimal.valueOf(10000), 4, RoundingMode.HALF_EVEN));
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+ System.out.println("青山理论发电量:" + qsllfdl.divide(BigDecimal.valueOf(10000), 4, RoundingMode.HALF_EVEN));
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+ System.out.println("石板泉理论发电量:" + sbqllfdl.divide(BigDecimal.valueOf(10000), 4, RoundingMode.HALF_EVEN));
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+ System.out.println("香山理论发电量:" + xsllfdl.divide(BigDecimal.valueOf(10000), 4, RoundingMode.HALF_EVEN));
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+
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+
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+ }
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+
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+
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+ /**
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+ * 理论发电量,每台风机每分钟平均风速乘机型理论功率
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+ * (如果理论功率小于实际功率,用实际功率)或者1分钟理论发电量小于1分钟实际发电量,用实际发电量
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+ * 1分钟平均风速
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+ */
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+ @Test
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+ public void llfdl_1Min1() {
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+
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+ //设置取值开始时间
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+ String startString = startTimeString;
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+ DateTime startDateTime0 = DateUtil.parse(startString);
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+ DateTime startDateTime = DateUtil.beginOfDay(startDateTime0);
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+
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+ //设置取值结束时间
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+ String endDateString = endTimeString;
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+ DateTime endDateTime0 = DateUtil.parse(endDateString);
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+ DateTime endDateTime = DateUtil.endOfDay(endDateTime0);
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+// DateTime endDateTime = DateUtil.offsetMinute(startDateTime, 1);
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+
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+ int a = 0;
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+
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+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfos = new ArrayList<>();
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+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoSpeed = new ArrayList<>();
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+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoPower = new ArrayList<>();
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+
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+
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+ //model_power_details表中获取到所有型号各风速对应的理论功率
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+ List<ModelPowerDetails> modelPowerDetailsList = modelPowerDetailsService.list();
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+// System.out.println("modelPowerDetailsList"+modelPowerDetailsList);
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+
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+ //从testingPont表中根据uniform_code=AI022获取到设备风速测点
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+ List<TestingPoint> testingPointList = testingPointService.list(new QueryWrapper<TestingPoint>()
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+ .eq("uniform_code", "AI022")
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+ );
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+// System.out.println("testingPointList"+testingPointList);
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+
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+ //遍历testingPointList拿到code作为适配器参数
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+ for (TestingPoint testingPoint : testingPointList) {
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+ String code = testingPoint.getCode();
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+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
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+
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+ System.out.println("风速返回数据:" + pointDataList.size());
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+ //遍历pointDataList,取出1分钟平均风速,和时间
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+ for (PointDatas pointData : pointDataList) {
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+ //1分钟平均风速
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+ double speed0 = pointData.getAvg().getValue();
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+ BigDecimal speed = new BigDecimal(speed0).setScale(2, RoundingMode.HALF_EVEN);
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+
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+ //时间
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+ long ts0 = pointData.getAvg().getTs();
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+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
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+
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+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
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+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
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+ tdEquiomentMeterInfo.setTs(ts);
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+ tdEquiomentMeterInfo.setSpeed(speed.doubleValue());
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+ tdEquiomentMeterInfo.setActualPower(0);
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+ tdEquiomentMeterInfo.setTheoreticalPower(0);
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+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
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+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
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+ tdEquiomentMeterInfoSpeed.add(tdEquiomentMeterInfo);
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+
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+ }
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+
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+ }
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+// System.out.println(tdEquiomentMeterInfoSpeed);
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+
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+ //从testingPont表中根据uniform_code=AI022获取到设备风速测点
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+ List<TestingPoint> testingPointList2 = testingPointService.list(new QueryWrapper<TestingPoint>()
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+ .eq("uniform_code", "AI130")
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+ .eq("thing_type", "windturbine")
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+ );
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+
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+ //遍历testingPointList拿到code作为适配器参数
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+ for (TestingPoint testingPoint : testingPointList2) {
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+ String code = testingPoint.getCode();
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+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
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+
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+ System.out.println("实际功率返回数据:" + pointDataList.size());
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+ //遍历pointDataList,取出1分钟平均风速,和时间
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+ for (PointDatas pointData : pointDataList) {
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+ //1分钟平均实际功率
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+ double power = pointData.getAvg().getValue();
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+
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+ //时间
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+ long ts0 = pointData.getAvg().getTs();
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+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
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+
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+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
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+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
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+ tdEquiomentMeterInfo.setTs(ts);
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+ tdEquiomentMeterInfo.setActualPower(power);
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+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
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+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
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+ tdEquiomentMeterInfoPower.add(tdEquiomentMeterInfo);
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+
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+ }
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+
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+ }
|
|
|
+
|
|
|
+ System.out.println("tdEquiomentMeterInfoSpeed" + tdEquiomentMeterInfoSpeed.size());
|
|
|
+
|
|
|
+ System.out.println("tdEquiomentMeterInfoPower" + tdEquiomentMeterInfoPower.size());
|
|
|
+ // 遍历 tdEquiomentMeterInfoSpeed 集合
|
|
|
+ for (TDEquipmentMeterInfo speedInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+ String tbName = speedInfo.getTbName();
|
|
|
+ long ts = speedInfo.getTs();
|
|
|
+ BigDecimal bigDecimal1 = new BigDecimal(ts);
|
|
|
+
|
|
|
+ for (TDEquipmentMeterInfo powerInfo : tdEquiomentMeterInfoPower) {
|
|
|
+ BigDecimal bigDecimal2 = new BigDecimal(powerInfo.getTs());
|
|
|
+ if (powerInfo.getTbName().equals(tbName) && bigDecimal1.equals(bigDecimal2)) {
|
|
|
+ a++;
|
|
|
+ speedInfo.setActualPower(powerInfo.getActualPower());
|
|
|
+ // 退出内部循环，继续查找下一个 speedInfo 对象
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ for (TDEquipmentMeterInfo tdEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+
|
|
|
+ for (ModelPowerDetails modelPowerDetails : modelPowerDetailsList) {
|
|
|
+ if (tdEquiomentMeterInfo.getSpeed() == modelPowerDetails.getSpeed() && tdEquiomentMeterInfo.getModel().equals(modelPowerDetails.getModelId())) {
|
|
|
+ tdEquiomentMeterInfo.setTheoreticalPower(modelPowerDetails.getEnsurePower());
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ }
|
|
|
+ tdEquiomentMeterInfoPower.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
|
|
|
+// System.out.println("tdEquiomentMeterInfos"+tdEquiomentMeterInfos.size());
|
|
|
+ tdEquiomentMeterInfoSpeed.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
|
|
|
+
|
|
|
+
|
|
|
+ double c = 0;
|
|
|
+ double b = 0;
|
|
|
+
|
|
|
+ for (TDEquipmentMeterInfo tDEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+ tDEquiomentMeterInfo.setTheoreticalPowerGeneration(tDEquiomentMeterInfo.getTheoreticalPower() / 60);
|
|
|
+ tDEquiomentMeterInfo.setActualGeneration(tDEquiomentMeterInfo.getActualPower() / 60);
|
|
|
+
|
|
|
+ c = c + tDEquiomentMeterInfo.getTheoreticalPowerGeneration();
|
|
|
+ b = b + tDEquiomentMeterInfo.getActualGeneration();
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ System.out.println("理论发电量" + c);
|
|
|
+ System.out.println("实际发电量" + b);
|
|
|
+
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ //理论功率
|
|
|
+ @Test
|
|
|
+ public void llfdl_1Min2() {
|
|
|
+
|
|
|
+ //设置取值开始时间
|
|
|
+ String startString = startTimeString;
|
|
|
+ DateTime startDateTime0 = DateUtil.parse(startString);
|
|
|
+ DateTime startDateTime = DateUtil.beginOfDay(startDateTime0);
|
|
|
+
|
|
|
+ //设置取值结束时间
|
|
|
+ String endDateString = endTimeString;
|
|
|
+ DateTime endDateTime0 = DateUtil.parse(endDateString);
|
|
|
+// DateTime endDateTime = DateUtil.endOfDay(endDateTime0);
|
|
|
+ DateTime endDateTime = DateUtil.offsetMinute(startDateTime, 1);
|
|
|
+
|
|
|
+ int a = 0;
|
|
|
+
|
|
|
+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfos = new ArrayList<>();
|
|
|
+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoSpeed = new ArrayList<>();
|
|
|
+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoPower = new ArrayList<>();
|
|
|
+
|
|
|
+
|
|
|
+ //model_power_details表中获取到所有型号各风速对应的理论功率
|
|
|
+ List<ModelPowerDetails> modelPowerDetailsList = modelPowerDetailsService.list();
|
|
|
+// System.out.println("modelPowerDetailsList"+modelPowerDetailsList);
|
|
|
+
|
|
|
+ //从testingPont表中根据uniform_code=AI022获取到设备风速测点
|
|
|
+ List<TestingPoint> testingPointList = testingPointService.list(new QueryWrapper<TestingPoint>()
|
|
|
+ .eq("uniform_code", "AI022")
|
|
|
+ );
|
|
|
+// System.out.println("testingPointList"+testingPointList);
|
|
|
+
|
|
|
+ //遍历testingPointList拿到code作为适配器参数
|
|
|
+ for (TestingPoint testingPoint : testingPointList) {
|
|
|
+ String code = testingPoint.getCode();
|
|
|
+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
|
|
|
+
|
|
|
+ System.out.println("风速返回数据:" + pointDataList.size());
|
|
|
+ //遍历pointDataList,取出1分钟平均风速,和时间
|
|
|
+ for (PointDatas pointData : pointDataList) {
|
|
|
+ //1分钟平均风速
|
|
|
+ double speed0 = pointData.getAvg().getValue();
|
|
|
+ BigDecimal speed = new BigDecimal(speed0).setScale(2, RoundingMode.HALF_EVEN);
|
|
|
+
|
|
|
+ //时间
|
|
|
+ long ts0 = pointData.getAvg().getTs();
|
|
|
+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
|
|
|
+
|
|
|
+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
|
|
|
+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
|
|
|
+ tdEquiomentMeterInfo.setTs(ts);
|
|
|
+ tdEquiomentMeterInfo.setSpeed(speed.doubleValue());
|
|
|
+ tdEquiomentMeterInfo.setActualPower(0);
|
|
|
+ tdEquiomentMeterInfo.setTheoreticalPower(0);
|
|
|
+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
|
|
|
+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
|
|
|
+ tdEquiomentMeterInfoSpeed.add(tdEquiomentMeterInfo);
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+// System.out.println(tdEquiomentMeterInfoSpeed);
|
|
|
+
|
|
|
+ //从testingPont表中根据uniform_code=AI022获取到设备风速测点
|
|
|
+ List<TestingPoint> testingPointList2 = testingPointService.list(new QueryWrapper<TestingPoint>()
|
|
|
+ .eq("uniform_code", "AI130")
|
|
|
+ .eq("thing_type", "windturbine")
|
|
|
+ );
|
|
|
+
|
|
|
+ //遍历testingPointList拿到code作为适配器参数
|
|
|
+ for (TestingPoint testingPoint : testingPointList2) {
|
|
|
+ String code = testingPoint.getCode();
|
|
|
+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
|
|
|
+
|
|
|
+ System.out.println("实际功率返回数据:" + pointDataList.size());
|
|
|
+ //遍历pointDataList,取出1分钟平均风速,和时间
|
|
|
+ for (PointDatas pointData : pointDataList) {
|
|
|
+ //1分钟平均实际功率
|
|
|
+ double power = pointData.getAvg().getValue();
|
|
|
+
|
|
|
+ //时间
|
|
|
+ long ts0 = pointData.getAvg().getTs();
|
|
|
+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
|
|
|
+
|
|
|
+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
|
|
|
+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
|
|
|
+ tdEquiomentMeterInfo.setTs(ts);
|
|
|
+ tdEquiomentMeterInfo.setActualPower(power);
|
|
|
+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
|
|
|
+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
|
|
|
+ tdEquiomentMeterInfoPower.add(tdEquiomentMeterInfo);
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ System.out.println("tdEquiomentMeterInfoSpeed" + tdEquiomentMeterInfoSpeed.size());
|
|
|
+
|
|
|
+ System.out.println("tdEquiomentMeterInfoPower" + tdEquiomentMeterInfoPower.size());
|
|
|
+ // 遍历 tdEquiomentMeterInfoSpeed 集合
|
|
|
+ for (TDEquipmentMeterInfo speedInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+ String tbName = speedInfo.getTbName();
|
|
|
+ long ts = speedInfo.getTs();
|
|
|
+ BigDecimal bigDecimal1 = new BigDecimal(ts);
|
|
|
+
|
|
|
+ for (TDEquipmentMeterInfo powerInfo : tdEquiomentMeterInfoPower) {
|
|
|
+ BigDecimal bigDecimal2 = new BigDecimal(powerInfo.getTs());
|
|
|
+ if (powerInfo.getTbName().equals(tbName) && bigDecimal1.equals(bigDecimal2)) {
|
|
|
+ a++;
|
|
|
+ speedInfo.setActualPower(powerInfo.getActualPower());
|
|
|
+ // 退出内部循环，继续查找下一个 speedInfo 对象
|
|
|
+ break;
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ for (TDEquipmentMeterInfo tdEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+
|
|
|
+ for (ModelPowerDetails modelPowerDetails : modelPowerDetailsList) {
|
|
|
+ if (tdEquiomentMeterInfo.getSpeed() == modelPowerDetails.getSpeed() && tdEquiomentMeterInfo.getModel().equals(modelPowerDetails.getModelId())) {
|
|
|
+ tdEquiomentMeterInfo.setTheoreticalPower(modelPowerDetails.getTheoryPower());
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+
|
|
|
+ }
|
|
|
+ tdEquiomentMeterInfoPower.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
|
|
|
+ tdEquiomentMeterInfoSpeed.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
|
|
|
+
|
|
|
+ //日理论发电量
|
|
|
+ //日实际发电量
|
|
|
+ double c = 0;
|
|
|
+// double b = 0;
|
|
|
+ for (TDEquipmentMeterInfo tDEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+// tDEquiomentMeterInfo.setTheoreticalPowerGeneration(tDEquiomentMeterInfo.getTheoreticalPower() / 60);
|
|
|
+ tDEquiomentMeterInfo.setActualGeneration(tDEquiomentMeterInfo.getActualPower() / 60);
|
|
|
+
|
|
|
+ //选择功率大的
|
|
|
+ tDEquiomentMeterInfo.setTheoreticalPowerGeneration(Math.max(tDEquiomentMeterInfo.getTheoreticalPower(), tDEquiomentMeterInfo.getActualPower())/60);
|
|
|
+
|
|
|
+
|
|
|
+ c = c + tDEquiomentMeterInfo.getTheoreticalPowerGeneration();
|
|
|
+// b = b + tDEquiomentMeterInfo.getActualGeneration();
|
|
|
+
|
|
|
+ //保存到taos
|
|
|
+ tdEquipmentMeterInfoMapper.insertTDEquiomentMeterInfo(tDEquiomentMeterInfo.getTbName(), tDEquiomentMeterInfo.getModel(), tDEquiomentMeterInfo.getStation(), tDEquiomentMeterInfo.getTs(), tDEquiomentMeterInfo.getSpeed(), tDEquiomentMeterInfo.getTheoreticalPower(), tDEquiomentMeterInfo.getActualPower(), tDEquiomentMeterInfo.getTheoreticalPowerGeneration(), tDEquiomentMeterInfo.getActualGeneration());
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+// System.out.println("理论发电量" + c);
|
|
|
+// System.out.println("实际发电量" + b);
|
|
|
+
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ //并行处理优化查询速度
|
|
|
+ @Test
|
|
|
+ public void llfdl_1Min3() {
|
|
|
+ // 设置取值开始时间
|
|
|
+ DateTime startDateTime = DateUtil.beginOfDay(DateUtil.parse(startTimeString));
|
|
|
+
|
|
|
+ // 设置取值结束时间
|
|
|
+ DateTime endDateTime = DateUtil.endOfDay(DateUtil.parse(endTimeString));
|
|
|
+
|
|
|
+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoSpeed = new ArrayList<>();
|
|
|
+ ArrayList<TDEquipmentMeterInfo> tdEquiomentMeterInfoPower = new ArrayList<>();
|
|
|
+
|
|
|
+ // 从testingPont表中根据uniform_code=AI022获取到设备风速测点
|
|
|
+ List<TestingPoint> testingPointList = testingPointService.list(new QueryWrapper<TestingPoint>()
|
|
|
+ .eq("uniform_code", "AI022")
|
|
|
+ );
|
|
|
+
|
|
|
+ // 并行获取风速数据
|
|
|
+ testingPointList.parallelStream().forEach(testingPoint -> {
|
|
|
+ String code = testingPoint.getCode();
|
|
|
+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
|
|
|
+
|
|
|
+ // 遍历pointDataList,取出1分钟平均风速,和时间
|
|
|
+ for (PointDatas pointData : pointDataList) {
|
|
|
+ // 1分钟平均风速
|
|
|
+ double speed0 = pointData.getAvg().getValue();
|
|
|
+ BigDecimal speed = new BigDecimal(speed0).setScale(2, RoundingMode.HALF_EVEN);
|
|
|
+
|
|
|
+ // 时间
|
|
|
+ long ts0 = pointData.getAvg().getTs();
|
|
|
+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
|
|
|
+
|
|
|
+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
|
|
|
+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
|
|
|
+ tdEquiomentMeterInfo.setTs(ts);
|
|
|
+ tdEquiomentMeterInfo.setSpeed(speed.doubleValue());
|
|
|
+ tdEquiomentMeterInfo.setActualPower(0);
|
|
|
+ tdEquiomentMeterInfo.setTheoreticalPower(0);
|
|
|
+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
|
|
|
+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
|
|
|
+
|
|
|
+ synchronized (tdEquiomentMeterInfoSpeed) {
|
|
|
+ tdEquiomentMeterInfoSpeed.add(tdEquiomentMeterInfo);
|
|
|
+ }
|
|
|
+ }
|
|
|
+ });
|
|
|
+
|
|
|
+ // 从testingPont表中根据uniform_code=AI022获取到设备风速测点
|
|
|
+ List<TestingPoint> testingPointList2 = testingPointService.list(new QueryWrapper<TestingPoint>()
|
|
|
+ .eq("uniform_code", "AI130")
|
|
|
+ .eq("thing_type", "windturbine")
|
|
|
+ );
|
|
|
+
|
|
|
+ // 并行获取实际功率数据
|
|
|
+ testingPointList2.parallelStream().forEach(testingPoint -> {
|
|
|
+ String code = testingPoint.getCode();
|
|
|
+ List<PointDatas> pointDataList = adapter.getHistoryStat(code, startDateTime.getTime(), endDateTime.getTime(), 60);
|
|
|
+
|
|
|
+ // 遍历pointDataList,取出1分钟平均实际功率,和时间
|
|
|
+ for (PointDatas pointData : pointDataList) {
|
|
|
+ // 1分钟平均实际功率
|
|
|
+ double power = pointData.getAvg().getValue();
|
|
|
+
|
|
|
+ // 时间
|
|
|
+ long ts0 = pointData.getAvg().getTs();
|
|
|
+ long ts = DateUtil.beginOfMinute(DateTime.of(ts0)).getTime();
|
|
|
+
|
|
|
+ TDEquipmentMeterInfo tdEquiomentMeterInfo = new TDEquipmentMeterInfo();
|
|
|
+ tdEquiomentMeterInfo.setTbName(testingPoint.getThingId());
|
|
|
+ tdEquiomentMeterInfo.setTs(ts);
|
|
|
+ tdEquiomentMeterInfo.setActualPower(power);
|
|
|
+ tdEquiomentMeterInfo.setModel(testingPoint.getModel());
|
|
|
+ tdEquiomentMeterInfo.setStation(testingPoint.getStationId());
|
|
|
+
|
|
|
+ synchronized (tdEquiomentMeterInfoPower) {
|
|
|
+ tdEquiomentMeterInfoPower.add(tdEquiomentMeterInfo);
|
|
|
+ }
|
|
|
+ }
|
|
|
+ });
|
|
|
+
|
|
|
+
|
|
|
+ // 创建HashMap用于加速查找
|
|
|
+ Map<String, TDEquipmentMeterInfo> powerInfoMap = new HashMap<>();
|
|
|
+ for (TDEquipmentMeterInfo powerInfo : tdEquiomentMeterInfoPower) {
|
|
|
+ powerInfoMap.put(powerInfo.getTbName() + "_" + powerInfo.getTs(), powerInfo);
|
|
|
+ }
|
|
|
+
|
|
|
+ // 匹配风速和实际功率数据
|
|
|
+ for (TDEquipmentMeterInfo speedInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+ String tbName = speedInfo.getTbName();
|
|
|
+ long ts = speedInfo.getTs();
|
|
|
+ TDEquipmentMeterInfo powerInfo = powerInfoMap.get(tbName + "_" + ts);
|
|
|
+ if (powerInfo != null) {
|
|
|
+ speedInfo.setActualPower(powerInfo.getActualPower());
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ // 获取所有型号对应的理论功率数据
|
|
|
+ List<ModelPowerDetails> modelPowerDetailsList = modelPowerDetailsService.list();
|
|
|
+
|
|
|
+ // 使用HashSet提高查找速度
|
|
|
+ Set<String> modelSet = new HashSet<>();
|
|
|
+ for (ModelPowerDetails modelPowerDetails : modelPowerDetailsList) {
|
|
|
+ modelSet.add(modelPowerDetails.getModelId());
|
|
|
+ }
|
|
|
+
|
|
|
+ // 匹配理论功率数据
|
|
|
+ for (TDEquipmentMeterInfo tdEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
|
|
|
+ if (modelSet.contains(tdEquiomentMeterInfo.getModel())) {
|
|
|
+ for (ModelPowerDetails modelPowerDetails : modelPowerDetailsList) {
|
|
|
+ if (tdEquiomentMeterInfo.getSpeed() == modelPowerDetails.getSpeed() && tdEquiomentMeterInfo.getModel().equals(modelPowerDetails.getModelId())) {
|
|
|
+ if (tdEquiomentMeterInfo.getSpeed() < 4.5) {
|
|
|
+ tdEquiomentMeterInfo.setTheoreticalPower(modelPowerDetails.getEnsurePower());
|
|
|
+ }else {tdEquiomentMeterInfo.setTheoreticalPower(modelPowerDetails.getTheoryPower());
|
|
|
+ }
|
|
|
+
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ // 根据tbName和ts排序
|
|
|
+// tdEquiomentMeterInfoPower.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
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+// tdEquiomentMeterInfoSpeed.sort(Comparator.comparing(TDEquipmentMeterInfo::getTbName).thenComparing(TDEquipmentMeterInfo::getTs));
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+
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+ // 日理论发电量和日实际发电量
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+ double c = 0;
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+ double b = 0;
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+ double d = 0;
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+ for (TDEquipmentMeterInfo tDEquiomentMeterInfo : tdEquiomentMeterInfoSpeed) {
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+ tDEquiomentMeterInfo.setTheoreticalPowerGeneration(tDEquiomentMeterInfo.getTheoreticalPower() / 60);
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+ tDEquiomentMeterInfo.setActualGeneration(tDEquiomentMeterInfo.getActualPower() / 60);
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+
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+// c += tDEquiomentMeterInfo.getTheoreticalPowerGeneration();
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+// b += tDEquiomentMeterInfo.getActualGeneration();
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+ double c1 = tDEquiomentMeterInfo.getTheoreticalPowerGeneration();
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+// double b1 = tDEquiomentMeterInfo.getActualGeneration();
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+ c += c1;
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+// b += b1;
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+// d += Math.max(c1, b1);
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+ }
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+
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+ System.out.println("理论功率功率理论发电量: " + c);
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+ System.out.println("实际平均功率发电量: " + b);
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+ System.out.println("优化理论发电量发电量: " + d);
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+ }
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+
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+
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+}
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+
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+
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+
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+
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+
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+
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+
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+
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+
|
