diff --git a/zc-business/src/main/java/com/zc/business/service/impl/DcGantryStatisticsDataImpl.java b/zc-business/src/main/java/com/zc/business/service/impl/DcGantryStatisticsDataImpl.java
index 91095202..d40b9185 100644
--- a/zc-business/src/main/java/com/zc/business/service/impl/DcGantryStatisticsDataImpl.java
+++ b/zc-business/src/main/java/com/zc/business/service/impl/DcGantryStatisticsDataImpl.java
@@ -141,6 +141,9 @@ public class DcGantryStatisticsDataImpl extends ServiceImpl<DcGantryStatisticsDa
      * 然后分别计算每个门架的统计信息，并将这些统计信息添加到每日交通门架指标统计缓存中。
      */
     private void recoveryHourlyCache(List<DcGantryStatisticsData> dcGantryStatisticsDataList) {
+        if (dcGantryStatisticsDataList == null || dcGantryStatisticsDataList.isEmpty()) {
+            return;
+        }
         dcGantryStatisticsDataMapper.insertOrUpdateBatch(dcGantryStatisticsDataList);
     }
 
diff --git a/zc-business/src/main/java/com/zc/business/service/impl/IDcGantryMetricsStatisticsDataServiceImpl.java b/zc-business/src/main/java/com/zc/business/service/impl/IDcGantryMetricsStatisticsDataServiceImpl.java
index 3c5e1a8c..4df08393 100644
--- a/zc-business/src/main/java/com/zc/business/service/impl/IDcGantryMetricsStatisticsDataServiceImpl.java
+++ b/zc-business/src/main/java/com/zc/business/service/impl/IDcGantryMetricsStatisticsDataServiceImpl.java
@@ -168,6 +168,9 @@ public class IDcGantryMetricsStatisticsDataServiceImpl
      * 然后分别计算每个门架的统计信息，并将这些统计信息添加到每日交通门架指标统计缓存中。
      */
     private void recoveryHourlyCache(List<DcGantryMetricsStatisticsData> gantryMetricsStatisticsDataList) {
+        if (gantryMetricsStatisticsDataList == null || gantryMetricsStatisticsDataList.isEmpty()) {
+            return;
+        }
         gantryMetricsStatisticsDataMapper.insertOrUpdateBatch(gantryMetricsStatisticsDataList);
     }
 
diff --git a/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryMetricsStatistics.java b/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryMetricsStatistics.java
index 866c5c99..b66ace17 100644
--- a/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryMetricsStatistics.java
+++ b/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryMetricsStatistics.java
@@ -46,6 +46,11 @@ public class TrafficGantryMetricsStatistics {
     public void performHourlyCleanupAndPersist() {
 
         List<DcGantryMetricsStatisticsData> lastHourData = dcGantryMetricsStatisticsDataService.lastHourData();
+
+        if (lastHourData == null || lastHourData.isEmpty()) {
+            return;
+        }
+
         // 数据库批量插入最近一小时的数据
         dcGantryMetricsStatisticsDataMapper.insertOrUpdateBatch(lastHourData);
 
diff --git a/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryStatistics.java b/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryStatistics.java
index f309afa6..fd73854c 100644
--- a/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryStatistics.java
+++ b/zc-business/src/main/java/com/zc/business/statistics/handler/TrafficGantryStatistics.java
@@ -45,6 +45,11 @@ public class TrafficGantryStatistics {
     public void performHourlyCleanupAndPersist() {
 
         List<DcGantryStatisticsData> lastHourData = dcGantryStatisticsDataService.lastHourData();
+
+        if (lastHourData == null || lastHourData.isEmpty()) {
+            return;
+        }
+
         // 数据库批量插入最近一小时的数据
         dcGantryStatisticsDataMapper.insertOrUpdateBatch(lastHourData);