评价指标再次优化时间线，由之前的小时级调整为分钟级，产品定的

signal-optimize-service/src/main/java/net/wanji/opt/service/impl/RunningEvaluateServiceImpl.java

@@ -389,10 +389,11 @@ public class RunningEvaluateServiceImpl implements RunningEvaluateService {
     }
 
     private Map<String, List<CrossDataHistPO>> buildTimePOMap(List<CrossDataHistPO> crossDataHistPOList) {
-        SimpleDateFormat sdf = new SimpleDateFormat("HH");
+        SimpleDateFormat sdf = new SimpleDateFormat("HH:mm");//HH
         Map<String, List<CrossDataHistPO>> timePOMap = crossDataHistPOList.stream()
                 .collect(Collectors.groupingBy(po -> {
-                    Date date = new Date((long) po.getBatchTime() * 1000); // 将10位时间戳转换为Date对象
+//                    Date date = new Date((long) po.getBatchTime() * 1000); // 将10位时间戳转换为Date对象
+                    Date date = po.getStartTime();
                     return sdf.format(date); // 将Date对象转换为"HH"格式的字符串
                 }));
         return timePOMap;
@@ -937,15 +938,20 @@ public class RunningEvaluateServiceImpl implements RunningEvaluateService {
         List<RunningEvaluateIndexStatusVO> res = new ArrayList<>();
         //根据查询时间，startTime和endTime，生成时间列表，
         // 比如，开始时间是2025-04-08 09:10:10 ，结束时间是2025-04-08 09:20:10，则生成时间列表是["09:10", "09:15" ... "09:20"]
-        String startHour = startTime.substring(11, 13);
-        String endHour = endTime.substring(11, 13);
+//        String startHour = startTime.substring(11, 13);
+//        String endHour = endTime.substring(11, 13);
+        SimpleDateFormat sdf = new SimpleDateFormat("HH:mm");
+        String startMinute = sdf.format(startDate);
+        String endMinute = sdf.format(endDate);
+
         //在startHour和endHour之间生成时间列表
-        List<String> timeArray = TimeArrayUtil.getHourArrayScope(Integer.valueOf(startHour), Integer.valueOf(endHour));
+//        List<String> timeArray = TimeArrayUtil.getHourArrayScope(Integer.valueOf(startHour), Integer.valueOf(endHour));
+        List<String> timeArray = TimeArrayUtil.getCustomTimeIntervals(startMinute, endMinute,5);
 
         for (String time : timeArray) {
             RunningEvaluateIndexStatusVO vo = new RunningEvaluateIndexStatusVO();
             vo.setTime(time);
-            List<CrossDataHistPO> subList = timePOMap.get(time.substring(0, 2)); // 保留小时字符串
+            List<CrossDataHistPO> subList = timePOMap.get(time); // time.substring(0, 2)保留小时字符串
             if (subList != null) {
                 //根据状态计算平均值（拥堵、溢出、失衡、空放）
                 Double avgCongestionIndex = calcAvgIndex(subList, status);
@@ -977,6 +983,7 @@ public class RunningEvaluateServiceImpl implements RunningEvaluateService {
                     .orElse(0.0);
         }else if (status == CrossStatusEnum.EMPTY_RELEASE.getCode()) {
             average = subList.stream()
+                    .filter(crossDataHistPO -> crossDataHistPO.getStatus() == status)
                     .mapToDouble(CrossDataHistPO::getDuration)
                     .average()
                     .orElse(0.0);