From 82e98b24e0871366a5fc8bddab07bbabfc321eb3 Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期一, 17 三月 2025 14:54:29 +0800
Subject: [PATCH] 构造样本优化
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java | 114 ++++++++++++++++++++++++++++++++++++++++++++------------
1 files changed, 89 insertions(+), 25 deletions(-)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
index 1a8d9d9..159aabd 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
@@ -13,6 +13,7 @@
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.*;
import com.iailab.module.model.api.mdk.dto.StScheduleRecordVO;
+import com.iailab.module.model.common.enums.CommonDict;
import com.iailab.module.model.common.enums.DataTypeEnum;
import com.iailab.module.model.common.enums.PreLineTypeEnum;
import com.iailab.module.model.enums.CommonConstant;
@@ -24,12 +25,13 @@
import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
import com.iailab.module.model.mcs.pre.service.*;
import com.iailab.module.model.mcs.pre.vo.MmItemOutputRespVO;
+import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmConfigSaveReqVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
+import com.iailab.module.model.mcs.sche.entity.StAdjustConfigDetEntity;
+import com.iailab.module.model.mcs.sche.entity.StScheduleModelEntity;
import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
-import com.iailab.module.model.mcs.sche.service.StScheduleRecordService;
-import com.iailab.module.model.mcs.sche.service.StScheduleSchemeService;
-import com.iailab.module.model.mcs.sche.service.StScheduleSuggestService;
+import com.iailab.module.model.mcs.sche.service.*;
import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
import com.iailab.module.model.mdk.vo.ItemVO;
import com.iailab.module.model.mpk.service.ChartParamService;
@@ -78,6 +80,9 @@
private MmItemResultJsonService mmItemResultJsonService;
@Autowired
+ private StAdjustResultService stAdjustResultService;
+
+ @Autowired
private ChartService chartService;
@Autowired
@@ -107,6 +112,14 @@
@Autowired
private ElectricityPriceSegmentedService electricityPriceSegmentedService;
+ @Autowired
+ private StScheduleModelService stScheduleModelService;
+
+ @Autowired
+ private StScheduleModelSettingService stScheduleModelSettingService;
+
+ @Autowired
+ private StAdjustConfigService stAdjustConfigService;
private int HOUR_MINS = 60;
@Override
@@ -121,6 +134,7 @@
PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
moduleOpt.setId(item.getId());
moduleOpt.setLabel(item.getModulename());
+ moduleOpt.setDisabled(true);
List<PredictItemTreeDTO> children = new ArrayList<>();
List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
itemList.forEach(item1 -> {
@@ -164,7 +178,7 @@
break;
}
}
- ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
+ ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
if (predictItem.getLastTime() != null) {
predictTime = predictItem.getLastTime();
} else {
@@ -204,6 +218,9 @@
viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ viewDto.setCurData(mmItemResultJsonService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ // 模拟调整曲线
+ viewDto.setAdjData(stAdjustResultService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
List<Double> values = new ArrayList<>();
if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
@@ -251,6 +268,14 @@
viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
}
+ //处理预测累计
+ if (output.getIscumulant() == 1) {
+ if (StringUtils.isNotBlank(output.getCumulpoint())) {
+ viewDto.setCumulantRealData(getHisData(output.getCumulpoint(), startTime, endTime));
+ }
+ viewDto.setCumulantPreData(mmItemResultService.getData(output.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ }
+
dataViewList.add(viewDto);
}
result.setStartTime(startTime);
@@ -308,6 +333,16 @@
viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
}
viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ //处理预测累计
+ if (out.getIscumulant() == 1) {
+ if (StringUtils.isNotBlank(out.getCumulpoint())) {
+ viewDto.setCumulantRealData(getHisData(out.getCumulpoint(), startTime, endTime));
+ }
+ viewDto.setCumulantPreData(mmItemResultService.getData(out.getId() + CommonDict.CUMULANT_SUFFIX, startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ }
+ // 调整预测值
+ viewDto.setAdjData(stAdjustResultService.getData(out.getId(),predictItem.getLastTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+
viewMap.put(out.getResultName(), viewDto);
}
result.setStartTime(startTime);
@@ -370,7 +405,9 @@
} else {
dataView.setRealData(new ArrayList<>());
}
- dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
+ dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat, 3));
+ // 调整预测值
+ dataView.setAdjData(stAdjustResultService.getData(outPut.getId(),predictTime,timeFormat));
dataView.setLineType(lineType.getCode());
switch (lineType) {
case TN:
@@ -394,8 +431,8 @@
}).collect(Collectors.toList());
dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
- dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)));
- dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()));
+ dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)).setScale(2, BigDecimal.ROUND_HALF_UP));
+ dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()).setScale(2, BigDecimal.ROUND_HALF_UP));
}
String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
@@ -513,6 +550,9 @@
*/
private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
List<Object[]> result = new ArrayList<>();
+ if (StringUtils.isBlank(pointId)) {
+ return result;
+ }
ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
queryPointDto.setPointNo(pointDTO.getPointNo());
@@ -525,7 +565,7 @@
valueDTOS.forEach(item -> {
Object[] values = new Object[2];
values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
- values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
+ values[1] = new BigDecimal(item.getV()).setScale(3, BigDecimal.ROUND_HALF_UP);
result.add(values);
});
return result;
@@ -554,7 +594,7 @@
valueDTOS.forEach(item -> {
Object[] values = new Object[2];
values[0] = DateUtils.format(item.getT(), timeFormat);
- values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
+ values[1] = new BigDecimal(item.getV()).setScale(3, BigDecimal.ROUND_HALF_UP);
result.add(values);
});
return result;
@@ -681,9 +721,15 @@
result.put(key, BigDecimal.ZERO);
}
MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), itemNo[1], itemNo[2]);
-
+ String outputId = outPut.getId();
+ // 判断是否有第五个参数，如果有第5个参数为1，则取累计值
+ if (itemNo.length >= 5){
+ if (StringUtils.isNotBlank(itemNo[4]) && "1".equals(itemNo[4])){
+ outputId = outPut.getId() + CommonDict.CUMULANT_SUFFIX;
+ }
+ }
Date predictTime = predictItem.getLastTime();
- List<Object[]> curData = mmItemResultJsonService.getData(outPut.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+ List<Object[]> curData = mmItemResultJsonService.getData(outputId, predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
if(CollectionUtils.isEmpty(curData)) {
result.put(key, BigDecimal.ZERO);
} else {
@@ -767,20 +813,38 @@
return true;
}
- /**
- * 计算功率因数 p²/（根号：p²+Q²）
- **/
- public Double calculateCos(Double PValue,Double QValue) {
- // 绝对值
- PValue = Math.abs(PValue);
- QValue = Math.abs(QValue);
- //PValue [0,0.001] 直接判断为关闭返回0
- if (PValue >= 0 && PValue <= 0.001) {
- return 0.0;
- }else {
- BigDecimal result = new BigDecimal(PValue).divide(BigDecimal.valueOf(Math.sqrt(Math.pow(PValue, 2) + Math.pow(QValue, 2))), 2, BigDecimal.ROUND_HALF_UP);
- return result.doubleValue();
- }
+ @Override
+ public Boolean updateScheduleModelSetting(String modelCode, String key, String value) {
+ StScheduleModelEntity model = stScheduleModelService.getByModelCode(modelCode);
+ stScheduleModelSettingService.updateByModelIdAndKey(model.getId(), key, value);
+ return true;
+ }
+
+ @Override
+ public List<StAdjustConfigDetDTO> getAdjustConfigListByModelId(String modelId) {
+ List<StAdjustConfigDetEntity> list = stAdjustConfigService.getDetByModelId(modelId);
+ return ConvertUtils.sourceToTarget(list, StAdjustConfigDetDTO.class);
+ }
+
+ @Override
+ public Boolean updateAlarmConfig(String alarmObj,String upperLimit,String lowerLimit) {
+ MmPredictAlarmConfigSaveReqVO reqVO = new MmPredictAlarmConfigSaveReqVO();
+ reqVO.setAlarmObj(alarmObj);
+ reqVO.setUpperLimit(BigDecimal.valueOf(Double.parseDouble(upperLimit)));
+ reqVO.setLowerLimit(BigDecimal.valueOf(Double.parseDouble(lowerLimit)));
+ mmPredictAlarmConfigService.updateByAlarmObj(reqVO);
+ return true;
+ }
+
+ @Override
+ public Boolean updateChartParam(ChartDTO chartDTO) {
+ ChartDTO oldChartDTO = chartService.getChartByChartCode(chartDTO.getChartCode());
+ List<ChartParamDTO> chartParams = chartDTO.getChartParams();
+ chartParams.forEach(item -> {
+ item.setChartId(oldChartDTO.getId());
+ });
+ chartParamService.updateByChartIdAndParamCode(chartParams);
+ return true;
}
private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
--
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