智慧分析 - 健康等级

amos-boot-system-jxiop/amos-boot-module-jxiop-analyse-biz/src/main/java/com/yeejoin/amos/boot/module/jxiop/biz/service/IFanHealthIndexService.java

@@ -16,6 +16,8 @@ import java.util.List;
  */
 public interface IFanHealthIndexService {
 
+    List<FanHealthIndex> getInfoListByGroupByCdFan(String startTime, String tableName, String analysisObjectType);
+
     List<FanHealthIndex> getInfoListByGroupByZxtFan(String startTime, String tableName, String analysisObjectType);
 
     /**

amos-boot-system-jxiop/amos-boot-module-jxiop-analyse-biz/src/main/java/com/yeejoin/amos/boot/module/jxiop/biz/service/IPvHealthIndexService.java

@@ -17,6 +17,10 @@ import java.util.List;
  */
 public interface IPvHealthIndexService {
 
+    List<PvHealthIndex> getInfoListByGroupByCdPv(String startTime,
+                                                 String tableName,
+                                                 String analysisObjectType);
+
 
     /**
      * 设备加权平均

amos-boot-system-jxiop/amos-boot-module-jxiop-analyse-biz/src/main/java/com/yeejoin/amos/boot/module/jxiop/biz/service/impl/FanHealthIndexServiceImpl.java

@@ -36,6 +36,52 @@ public class FanHealthIndexServiceImpl implements IFanHealthIndexService {
     @Autowired
     private IdxBizFanWeightMapper idxBizFanWeightMapper;
 
+    @Override
+    public List<FanHealthIndex> getInfoListByGroupByCdFan(String startTime, String tableName, String analysisObjectType) {
+        List<FanHealthIndex> fanHealthIndicesZxt = fanHealthIndexMapper.getInfoList(startTime, tableName, analysisObjectType);
+        QueryWrapper<IdxBizFanWeight> idxBizFanWeightQueryWrapper = new QueryWrapper<>();
+        idxBizFanWeightQueryWrapper.eq("type", "5");
+        idxBizFanWeightQueryWrapper.isNotNull("value");
+        List<IdxBizFanWeight> idxBizFanWeights = idxBizFanWeightMapper.selectList(idxBizFanWeightQueryWrapper);
+        Map<String, Float> weightMap = idxBizFanWeights.stream().collect(Collectors.toMap(o -> o.getArae() + o.getStation() + o.getEquipmentName() + o.getSubarray() + o.getPointName(), IdxBizFanWeight::getValue));
+        // 开始计算加权平均
+        Map<String, List<FanHealthIndex>> fanHealthIndicesZxtMap = fanHealthIndicesZxt.stream().collect(Collectors.groupingBy(o -> o.getGatewayId() + o.getStation() + o.getAnalysisObjType() + o.getArea() + o.getSubSystem() + o.getEquipmentName() + o.getNumber() + o.getOrgCode()));
+        List<FanHealthIndex> fanHealthIndicesZxtNews = new ArrayList<>();
+        fanHealthIndicesZxtMap.forEach((k, v) -> {
+            FanHealthIndex fanHealthIndex = new FanHealthIndex();
+            fanHealthIndex.setIndexAddress(v.get(0).getIndexAddress());
+            fanHealthIndex.setGatewayId(v.get(0).getGatewayId());
+            fanHealthIndex.setStation(v.get(0).getStation());
+            fanHealthIndex.setAnalysisObjType("测点");
+            fanHealthIndex.setAnalysisObjSeq(v.get(0).getAnalysisObjSeq());
+            fanHealthIndex.setWeight(v.get(0).getWeight());
+            fanHealthIndex.setArea(v.get(0).getArea());
+            fanHealthIndex.setSubSystem(v.get(0).getSubSystem());
+            fanHealthIndex.setNumber(v.get(0).getNumber());
+            fanHealthIndex.setEquipmentName(v.get(0).getEquipmentName());
+            fanHealthIndex.setPointName(v.get(0).getPointName());
+            fanHealthIndex.setKks(v.get(0).getNumber());
+            fanHealthIndex.setOrgCode(v.get(0).getOrgCode());
+            // 例如 子系统 = (测点1 * 测点1权重 + 测点2 * 测点2权重 + .... 测点n权重) /  (测点1权重 + 测点2权重 + .... 测点n权重)
+            // 但是测点是没有权重的，所以子系统无法计算加权平均
+            // 设备 = (子系统1 * 子系统1权重 + 子系统2 * 子系统2权重 + .... 子系统n权重) /  (子系统1权重 + 子系统2权重 + .... 子系统n权重)
+            // 但如果没有配置子系统的权重，如何计算？
+            try {
+                // 加权平均
+                Double totalHealthIndex = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubSystem() + o.getPointName(), weightMap) * o.getHealthIndex()).sum();
+                Double totalAnomaly = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubSystem() + o.getPointName(), weightMap) * o.getAnomaly()).sum();
+                Double totalWeight = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubSystem() + o.getPointName(), weightMap)).sum();
+                fanHealthIndex.setAnomaly(totalAnomaly / totalWeight);
+                fanHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
+            } catch (Exception e) {
+                // 普通平均
+                this.calculateAvg(fanHealthIndex, v);
+            }
+            fanHealthIndicesZxtNews.add(fanHealthIndex);
+        });
+        return fanHealthIndicesZxtNews;
+    }
+
     /**
      * 子系统加权平均
      * 加权平均数 = (w1 * x1 + w2 * x2 + … + wn * xn) / (w1 + w2 + … + wn)

amos-boot-system-jxiop/amos-boot-module-jxiop-analyse-biz/src/main/java/com/yeejoin/amos/boot/module/jxiop/biz/service/impl/PvHealthIndexServiceImpl.java

@@ -37,6 +37,53 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
     @Autowired
     private IdxBizPvWeightMapper idxBizPvWeightMapper;
 
+    @Override
+    public List<PvHealthIndex> getInfoListByGroupByCdPv(String startTime, String tableName, String analysisObjectType) {
+        List<PvHealthIndex> pvHealthIndices = pvHealthIndexMapper.getInfoList(startTime, tableName, analysisObjectType);
+        QueryWrapper<IdxBizPvWeight> queryWrapper = new QueryWrapper<>();
+        queryWrapper.eq("type", "5");
+        queryWrapper.isNotNull("value");
+        List<IdxBizPvWeight> idxBizFanWeights = idxBizPvWeightMapper.selectList(queryWrapper);
+        Map<String, Float> weightMap = idxBizFanWeights.stream().collect(Collectors.toMap(o -> o.getArae() + o.getStation() + o.getEquipmentName() + o.getSubarray() + o.getPointName(), IdxBizPvWeight::getValue));
+        // 开始计算加权平均
+        Map<String, List<PvHealthIndex>> healthIndicesMap = pvHealthIndices.stream().collect(Collectors.groupingBy(o -> o.getGatewayId() + o.getIndexAddress() + o.getStation() + o.getAnalysisObjType() + o.getAnalysisObjSeq() + o.getWeight() + o.getArea() + o.getSubarray() + o.getManufacturer() + o.getEquipmentName() + o.getPointName() + o.getDeviceType() + o.getKks() + o.getOrgCode()));
+        List<PvHealthIndex> pvHealthIndexList = new ArrayList<>();
+        healthIndicesMap.forEach((k, v) -> {
+            PvHealthIndex pvHealthIndex = new PvHealthIndex();
+            pvHealthIndex.setIndexAddress(v.get(0).getIndexAddress());
+            pvHealthIndex.setGatewayId(v.get(0).getGatewayId());
+            pvHealthIndex.setStation(v.get(0).getStation());
+            pvHealthIndex.setAnalysisObjType("测点");
+            pvHealthIndex.setAnalysisObjSeq(v.get(0).getAnalysisObjSeq());
+            pvHealthIndex.setWeight(v.get(0).getWeight());
+            pvHealthIndex.setArea(v.get(0).getArea());
+            pvHealthIndex.setSubarray(v.get(0).getSubarray());
+            pvHealthIndex.setManufacturer(v.get(0).getManufacturer());
+            pvHealthIndex.setEquipmentName(v.get(0).getEquipmentName());
+            pvHealthIndex.setPointName(v.get(0).getPointName());
+            pvHealthIndex.setDeviceType(v.get(0).getDeviceType());
+            pvHealthIndex.setKks(v.get(0).getKks());
+            pvHealthIndex.setOrgCode(v.get(0).getOrgCode());
+            // 例如 子系统 = (测点1 * 测点1权重 + 测点2 * 测点2权重 + .... 测点n权重) /  (测点1权重 + 测点2权重 + .... 测点n权重)
+            // 但是测点是没有权重的，所以子系统无法计算加权平均
+            // 设备 = (子系统1 * 子系统1权重 + 子系统2 * 子系统2权重 + .... 子系统n权重) /  (子系统1权重 + 子系统2权重 + .... 子系统n权重)
+            // 但如果没有配置子系统的权重，如何计算？
+            try {
+                // 加权平均
+                Double totalHealthIndex = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubarray() + o.getPointName(), weightMap) * o.getHealthIndex()).sum();
+                Double totalAnomaly = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubarray() + o.getPointName(), weightMap) * o.getAnomaly()).sum();
+                Double totalWeight = v.stream().mapToDouble(o -> getWeight(() -> o.getArea() + o.getStation() + o.getEquipmentName() + o.getSubarray() + o.getPointName(), weightMap)).sum();
+                pvHealthIndex.setAnomaly(totalAnomaly / totalWeight);
+                pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
+            } catch (Exception e) {
+                // 普通平均
+                this.calculateAvg(pvHealthIndex, v);
+            }
+            pvHealthIndexList.add(pvHealthIndex);
+        });
+        return pvHealthIndexList;
+    }
+
     /**
      * 设备加权平均
      * 加权平均数 = (w1 * x1 + w2 * x2 + … + wn * xn) / (w1 + w2 + … + wn)
@@ -87,7 +134,6 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
                 pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
             } catch (Exception e) {
                 // 普通平均
-                log.error("计算加权平均异常", e.getMessage());
                 this.calculateAvg(pvHealthIndex, v);
             }
             pvHealthIndexList.add(pvHealthIndex);
@@ -144,7 +190,6 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
                 pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
             } catch (Exception e) {
                 // 普通平均
-                log.error("计算加权平均异常", e.getMessage());
                 this.calculateAvg(pvHealthIndex, v);
             }
             pvHealthIndexList.add(pvHealthIndex);
@@ -199,7 +244,6 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
                 pvHealthIndex.setAnomaly(totalAnomaly / totalWeight);
                 pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
             } catch (Exception e) {
-                log.error("计算加权平均异常", e.getMessage());
                 // 普通平均
                 this.calculateAvg(pvHealthIndex, v);
             }
@@ -253,7 +297,6 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
                 pvHealthIndex.setAnomaly(totalAnomaly / totalWeight);
                 pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
             } catch (Exception e) {
-                log.error("计算加权平均异常", e.getMessage());
                 // 普通平均
                 this.calculateAvg(pvHealthIndex, v);
             }
@@ -307,7 +350,6 @@ public class PvHealthIndexServiceImpl implements IPvHealthIndexService {
                 pvHealthIndex.setHealthIndex(totalHealthIndex / totalWeight);
             } catch (Exception e) {
                 // 普通平均
-                log.error("计算加权平均异常", e.getMessage());
                 this.calculateAvg(pvHealthIndex, v);
             }
             pvHealthIndexList.add(pvHealthIndex);