diff --git a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/HeartVolunteerService.java b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/HeartVolunteerService.java
index abccaae1e6..b8e4414f60 100644
--- a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/HeartVolunteerService.java
+++ b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/HeartVolunteerService.java
@@ -11,5 +11,5 @@ import java.util.List;
   *@Date        2021/12/8
   */
 public interface HeartVolunteerService {
-    List<VolunteerInfoEntity> listVolunteersPage(String customerId, Date endCreateTime, Integer pageNum, Integer pageSize);
+    List<VolunteerInfoEntity> listVolunteers(String customerId, Date endCreateTime);
 }
diff --git a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/impl/HeartVolunteerServiceImpl.java b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/impl/HeartVolunteerServiceImpl.java
index c95fd094fe..902a6a8713 100644
--- a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/impl/HeartVolunteerServiceImpl.java
+++ b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/heart/impl/HeartVolunteerServiceImpl.java
@@ -29,12 +29,10 @@ public class HeartVolunteerServiceImpl implements HeartVolunteerService {
     private VolunteerInfoDao volunteerInfoDao;
     
     @Override
-    public List<VolunteerInfoEntity> listVolunteersPage(String customerId, Date endCreateTime, Integer pageNum, Integer pageSize) {
-        return PageHelper.startPage(pageNum, pageSize).doSelectPage(() -> {
-            LambdaQueryWrapper<VolunteerInfoEntity> query = new LambdaQueryWrapper<>();
-            query.eq(VolunteerInfoEntity::getCustomerId, customerId);
-            query.lt(VolunteerInfoEntity::getCreatedTime, endCreateTime);
-            volunteerInfoDao.selectList(query);
-        });
+    public List<VolunteerInfoEntity> listVolunteers(String customerId, Date endCreateTime) {
+        LambdaQueryWrapper<VolunteerInfoEntity> query = new LambdaQueryWrapper<>();
+        query.eq(VolunteerInfoEntity::getCustomerId, customerId);
+        query.lt(VolunteerInfoEntity::getCreatedTime, endCreateTime);
+        return volunteerInfoDao.selectList(query);
     }
 }
diff --git a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/impl/DemandServiceImpl.java b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/impl/DemandServiceImpl.java
index 7782226923..e165e95a75 100644
--- a/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/impl/DemandServiceImpl.java
+++ b/epmet-module/data-statistical/data-statistical-server/src/main/java/com/epmet/service/impl/DemandServiceImpl.java
@@ -67,11 +67,12 @@ public class DemandServiceImpl implements DemandService {
 
     /**
      * 清理旧数据
-     * @param yestoday
+     * @param targetDate 要清理哪天的数据
+     * @param customerIds 要清理哪些客户的
      */
-    private void clearOldDatas(List<String> customerIds, Date yestoday) {
+    private void clearOldDatas(List<String> customerIds, Date targetDate) {
 
-        String dateDimId = DimIdGenerator.getDateDimId(yestoday);
+        String dateDimId = DimIdGenerator.getDateDimId(targetDate);
 
         demandStatsService.clearVolunteerDemandServiceDailyStats(customerIds, dateDimId);
 
@@ -90,50 +91,40 @@ public class DemandServiceImpl implements DemandService {
         // 居民志愿者数量
         Integer resiVolunteerCount = 0;
 
+        // 党员志愿者用户id列表
         List<String> partymemberVolunteerUserIds = new ArrayList<>(16);
 
-        int pageNum = 1;
-        int volunteerPageSize = 5;
+        List<VolunteerInfoEntity> volunteers = heartVolunteerService.listVolunteers(customerId, endTime);
 
-        while (true) {
-
-            int shardingStartIndex = 0;
-            int shardingSize = 2;
+        volunteerTotalCount = volunteers.size();
 
-            List<VolunteerInfoEntity> volunteersPage = heartVolunteerService.listVolunteersPage(customerId, endTime, pageNum, volunteerPageSize);
+        // 分片开始下标
+        int shardingStartIndex = 0;
+        // 分片大小(条数)
+        int shardingSize = 2;
+        
+        // 分片去确定党员身份，防止in条件过大
+        while (true) {
+            int realShardingSize = Math.min(shardingSize, volunteerTotalCount - shardingStartIndex);
 
-            // 如果查询结果为0，说明没有更多的志愿者了
-            if (volunteersPage.size() == 0) {
+            if (realShardingSize <= 0) {
                 break;
             }
 
-            volunteerTotalCount += volunteersPage.size();
-
-            // 分片去确定党员身份
-            while (true) {
-                int realShardingSize = Math.min(shardingSize, volunteersPage.size() - shardingStartIndex);
+            int shardingEndIndex = shardingStartIndex + realShardingSize;
+            List<String> volunteerUserIds = volunteers.subList(shardingStartIndex, shardingEndIndex)
+                    .stream()
+                    .map((volunteerInfoEntity) -> volunteerInfoEntity.getUserId())
+                    .collect(Collectors.toList());
 
-                if (realShardingSize == 0) {
-                    break;
-                }
-
-                int shardingEndIndex = shardingStartIndex + realShardingSize;
-                List<String> volunteerUserIds = volunteersPage.subList(shardingStartIndex, shardingEndIndex)
-                        .stream()
-                        .map((volunteerInfoEntity) -> volunteerInfoEntity.getUserId())
-                        .collect(Collectors.toList());
-
-                List<String> tempPartymemberUserIds = userService.filterUserIds(volunteerUserIds, EpmetRoleKeyConstant.PARTYMEMBER);
+            List<String> tempPartymemberUserIds = userService.filterUserIds(volunteerUserIds, EpmetRoleKeyConstant.PARTYMEMBER);
 
-                partymemberVolunteerUserIds.addAll(tempPartymemberUserIds);
-
-                shardingStartIndex = shardingEndIndex;
-            }
+            partymemberVolunteerUserIds.addAll(tempPartymemberUserIds);
 
-            pageNum++;
+            shardingStartIndex = shardingEndIndex;
         }
 
-        partymemberVolunteerCount += partymemberVolunteerUserIds.size();
+        partymemberVolunteerCount = partymemberVolunteerUserIds.size();
         resiVolunteerCount = volunteerTotalCount - partymemberVolunteerCount;
 
         //2. 查询志愿者服务次数
diff --git a/epmet-user/epmet-user-client/src/main/java/com/epmet/dto/result/VolunteerDistributionResultDTO.java b/epmet-user/epmet-user-client/src/main/java/com/epmet/dto/result/VolunteerDistributionResultDTO.java
index c1bb3d866c..94a4d4ac88 100644
--- a/epmet-user/epmet-user-client/src/main/java/com/epmet/dto/result/VolunteerDistributionResultDTO.java
+++ b/epmet-user/epmet-user-client/src/main/java/com/epmet/dto/result/VolunteerDistributionResultDTO.java
@@ -27,7 +27,7 @@ public class VolunteerDistributionResultDTO {
 
     @Data
     public static class Distribution {
-        private Set<String> volunteerTypes;
+        private Set<String> volunteerCategories;
         private String epmetUserId;
         private String icResiUserId;
         private String longitude;
diff --git a/epmet-user/epmet-user-server/src/main/java/com/epmet/service/impl/VolunteerServiceImpl.java b/epmet-user/epmet-user-server/src/main/java/com/epmet/service/impl/VolunteerServiceImpl.java
index f0e2796a98..d259315211 100644
--- a/epmet-user/epmet-user-server/src/main/java/com/epmet/service/impl/VolunteerServiceImpl.java
+++ b/epmet-user/epmet-user-server/src/main/java/com/epmet/service/impl/VolunteerServiceImpl.java
@@ -162,7 +162,7 @@ public class VolunteerServiceImpl implements VolunteerService, ResultDataResolve
                     ServiceConstant.GOV_ORG_SERVER,
                     EpmetErrorCode.EPMET_COMMON_OPERATION_FAIL.getCode(), msg, msg);
 
-            distribution.setVolunteerTypes(volunteerTypes);
+            distribution.setVolunteerCategories(volunteerTypes);
             distribution.setEpmetUserId(userBaseInfo.getUserId());
             distribution.setIcResiUserId(icResiUserInfo.getId());
             Optional.of(building).ifPresent(b -> {