diff --git a/iot-access/access-api/src/main/java/com/njcn/access/pojo/po/CsLineRunData.java b/iot-access/access-api/src/main/java/com/njcn/access/pojo/po/CsLineRunData.java
new file mode 100644
index 0000000..88351ea
--- /dev/null
+++ b/iot-access/access-api/src/main/java/com/njcn/access/pojo/po/CsLineRunData.java
@@ -0,0 +1,48 @@
+package com.njcn.access.pojo.po;
+
+import com.baomidou.mybatisplus.annotation.TableName;
+import com.fasterxml.jackson.annotation.JsonFormat;
+import lombok.Getter;
+import lombok.Setter;
+
+import java.io.Serializable;
+import java.time.LocalDateTime;
+
+/**
+ * <p>
+ * 治理设备模块运行状态记录表
+ * </p>
+ *
+ * @author xy
+ * @since 2025-06-26
+ */
+@Getter
+@Setter
+@TableName("cs_line_run_data")
+public class CsLineRunData implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * 监测点id
+     */
+    private String lineId;
+
+    /**
+     * 子模块编号id(没有子模块，则为0)
+     */
+    private Integer moduleId;
+
+    /**
+     * 最新数据时间
+     */
+    @JsonFormat(pattern = "yyyy-MM-dd HH:mm:ss")
+    private LocalDateTime timeId;
+
+    /**
+     * 子模块通讯状态(0：离线 1：连接)
+     */
+    private Integer runState;
+
+
+}
diff --git a/iot-access/access-boot/pom.xml b/iot-access/access-boot/pom.xml
index 3dc01ea..5598be1 100644
--- a/iot-access/access-boot/pom.xml
+++ b/iot-access/access-boot/pom.xml
@@ -20,6 +20,12 @@
     </properties>
 
     <dependencies>
+
+        <dependency>
+            <groupId>org.eclipse.paho</groupId>
+            <artifactId>org.eclipse.paho.client.mqttv3</artifactId>
+            <version>1.2.5</version>
+        </dependency>
         <dependency>
             <groupId>com.njcn</groupId>
             <artifactId>access-api</artifactId>
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/controller/CsLineRunDataController.java b/iot-access/access-boot/src/main/java/com/njcn/access/controller/CsLineRunDataController.java
new file mode 100644
index 0000000..204afd5
--- /dev/null
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/controller/CsLineRunDataController.java
@@ -0,0 +1,52 @@
+package com.njcn.access.controller;
+
+import com.njcn.access.pojo.po.CsLineRunData;
+import com.njcn.access.service.ICsLineRunDataService;
+import com.njcn.common.pojo.annotation.OperateInfo;
+import com.njcn.common.pojo.enums.common.LogEnum;
+import com.njcn.common.pojo.enums.response.CommonResponseEnum;
+import com.njcn.common.pojo.response.HttpResult;
+import com.njcn.common.utils.HttpResultUtil;
+import com.njcn.web.controller.BaseController;
+import io.swagger.annotations.Api;
+import io.swagger.annotations.ApiImplicitParam;
+import io.swagger.annotations.ApiOperation;
+import lombok.AllArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.validation.annotation.Validated;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.util.List;
+
+/**
+ * <p>
+ * 治理设备模块运行状态记录表 前端控制器
+ * </p>
+ *
+ * @author xy
+ * @since 2025-06-26
+ */
+@RestController
+@RequestMapping("/csLineRunData")
+@Slf4j
+@Api(tags = "治理设备数据运行记录")
+@AllArgsConstructor
+public class CsLineRunDataController extends BaseController {
+
+    private final ICsLineRunDataService csLineRunDataService;
+
+    @OperateInfo(info = LogEnum.BUSINESS_COMMON)
+    @PostMapping("/add")
+    @ApiOperation("新增数据")
+    @ApiImplicitParam(name = "list", value = "参数", required = true)
+    public HttpResult<String> addData(@RequestBody @Validated List<CsLineRunData> list){
+        String methodDescribe = getMethodDescribe("addData");
+        csLineRunDataService.addData(list);
+        return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, null, methodDescribe);
+    }
+
+}
+
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/handler/MqttMessageHandler.java b/iot-access/access-boot/src/main/java/com/njcn/access/handler/MqttMessageHandler.java
index 08cef38..44a00db 100644
--- a/iot-access/access-boot/src/main/java/com/njcn/access/handler/MqttMessageHandler.java
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/handler/MqttMessageHandler.java
@@ -1,6 +1,7 @@
 package com.njcn.access.handler;
 
 import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.date.DatePattern;
 import cn.hutool.core.util.IdUtil;
 import com.alibaba.csp.sentinel.util.StringUtil;
 import com.alibaba.excel.util.CollectionUtils;
@@ -20,7 +21,6 @@ import com.njcn.access.pojo.dto.*;
 import com.njcn.access.pojo.dto.file.FileDto;
 import com.njcn.access.pojo.dto.file.FileRedisDto;
 import com.njcn.access.pojo.param.ReqAndResParam;
-import com.njcn.access.pojo.po.CsDeviceOnlineLogs;
 import com.njcn.access.pojo.po.CsLineModel;
 import com.njcn.access.pojo.po.CsTopic;
 import com.njcn.access.service.ICsDeviceOnlineLogsService;
@@ -31,6 +31,7 @@ import com.njcn.access.utils.ChannelObjectUtil;
 import com.njcn.common.pojo.dto.DeviceLogDTO;
 import com.njcn.common.pojo.exception.BusinessException;
 import com.njcn.csdevice.api.*;
+import com.njcn.csdevice.pojo.dto.PqsCommunicateDto;
 import com.njcn.csdevice.pojo.param.CsLineParam;
 import com.njcn.csdevice.pojo.po.*;
 import com.njcn.device.biz.pojo.po.Overlimit;
@@ -99,6 +100,7 @@ public class MqttMessageHandler {
     private final ChannelObjectUtil channelObjectUtil;
     private final WaveFeignClient waveFeignClient;
     private final RtFeignClient rtFeignClient;
+    private final CsCommunicateFeignClient csCommunicateFeignClient;
     @Autowired
     Validator validator;
 
@@ -311,23 +313,12 @@ public class MqttMessageHandler {
                         csEquipmentDeliveryService.updateStatusBynDid(nDid,AccessEnum.ACCESS.getCode());
                         csEquipmentDeliveryService.updateRunStatusBynDid(nDid,AccessEnum.ONLINE.getCode());
                         //记录设备上线
-                        CsDeviceOnlineLogs record = onlineLogsService.findLastData(nDid);
-                        CsDeviceOnlineLogs csDeviceOnlineLogs = new CsDeviceOnlineLogs();
-                        if(Objects.isNull(record)) {
-                            csDeviceOnlineLogs.setNdid(nDid);
-                            csDeviceOnlineLogs.setOnlineTime(LocalDateTime.now());
-                            onlineLogsService.save(csDeviceOnlineLogs);
-                        } else {
-                            LocalDateTime time = record.getOfflineTime();
-                            if (!Objects.isNull(time)){
-                               csDeviceOnlineLogs.setNdid(nDid);
-                                csDeviceOnlineLogs.setOnlineTime(LocalDateTime.now());
-                                onlineLogsService.save(csDeviceOnlineLogs);
-                           } else {
-                                record.setOnlineTime(LocalDateTime.now());
-                                onlineLogsService.updateById(record);
-                            }
-                        }
+                        PqsCommunicateDto dto = new PqsCommunicateDto();
+                        dto.setTime(LocalDateTime.now().format(DateTimeFormatter.ofPattern(DatePattern.NORM_DATETIME_PATTERN)));
+                        dto.setDevId(nDid);
+                        dto.setType(1);
+                        dto.setDescription("通讯正常");
+                        csCommunicateFeignClient.insertion(dto);
                         //询问设备软件信息
                         askDevData(nDid,version,1,mid);
                         //更新治理监测点信息和设备容量
@@ -437,6 +428,13 @@ public class MqttMessageHandler {
                                     }
                                 }
                                 break;
+                            case 15:
+                                log.info("{}模块{}:处理实时数据", nDid, rspDataDto.getClDid());
+                                JSONObject jsonObject = JSONObject.parseObject(JSON.toJSONString(res));
+                                AppAutoDataMessage appAutoDataMessage = JSONObject.toJavaObject(jsonObject, AppAutoDataMessage.class);
+                                appAutoDataMessage.setId(nDid);
+                                rtFeignClient.apfRtAnalysis(appAutoDataMessage);
+                                break;
                             case 48:
                                 log.info("询问装置项目列表");
                                 logDto.setUserName("运维管理员");
@@ -461,10 +459,16 @@ public class MqttMessageHandler {
                     break;
             }
             //csLogsFeignClient.addUserLog(logDto);
+        } else {
+            String result = getEnum(res.getCode());
+            log.info(result);
+            logDto.setResult(0);
+            logDto.setFailReason(result);
+            csLogsFeignClient.addUserLog(logDto);
+            throw new BusinessException(result);
         }
     }
 
-
     /**
      * 装置心跳 && 主动数据上送
      * fixme 这边由于接收文件数据时间跨度会很长，途中有其他请求进来会中断之前的程序，目前是记录中断的位置，等处理完成再继续请求接收文件
@@ -742,4 +746,41 @@ public class MqttMessageHandler {
         publisher.send("/Pfm/DevCmd/"+version+"/"+nDid, new Gson().toJson(reqAndResParam),1,false);
     }
 
+    public String getEnum(Integer code) {
+        String result = null;
+        switch (code) {
+            case 201:
+                result = AccessEnum.START_CHANNEL.getMessage();
+                break;
+            case 202:
+                result = AccessEnum.WAIT_CHANNEL.getMessage();
+                break;
+            case 400:
+                result = AccessEnum.FAIL.getMessage();
+                break;
+            case 401:
+                result = AccessEnum.ERROR.getMessage();
+                break;
+            case 402:
+                result = AccessEnum.REFUSE_WAIT.getMessage();
+                break;
+            case 403:
+                result = AccessEnum.REFUSE_UNKNOWN.getMessage();
+                break;
+            case 404:
+                result = AccessEnum.NOT_FIND.getMessage();
+                break;
+            case 405:
+                result = AccessEnum.BUSY.getMessage();
+                break;
+            case 406:
+                result = AccessEnum.TIME_OUT.getMessage();
+                break;
+            default:
+                result = AccessEnum.OTHER_ERROR.getMessage();
+                break;
+        }
+        return result;
+    }
+
 }
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/listener/RedisKeyExpirationListener.java b/iot-access/access-boot/src/main/java/com/njcn/access/listener/RedisKeyExpirationListener.java
index 6d58a3b..80b6d6d 100644
--- a/iot-access/access-boot/src/main/java/com/njcn/access/listener/RedisKeyExpirationListener.java
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/listener/RedisKeyExpirationListener.java
@@ -1,5 +1,6 @@
 package com.njcn.access.listener;
 
+import cn.hutool.core.date.DatePattern;
 import com.njcn.access.enums.AccessEnum;
 import com.njcn.access.pojo.dto.NoticeUserDto;
 import com.njcn.access.pojo.po.CsDeviceOnlineLogs;
@@ -10,11 +11,9 @@ import com.njcn.access.service.impl.CsDeviceServiceImpl;
 import com.njcn.access.utils.MqttUtil;
 import com.njcn.access.utils.SendMessageUtil;
 import com.njcn.common.pojo.dto.DeviceLogDTO;
-import com.njcn.csdevice.api.CsDeviceUserFeignClient;
-import com.njcn.csdevice.api.CsLedgerFeignClient;
-import com.njcn.csdevice.api.CsLogsFeignClient;
-import com.njcn.csdevice.api.EquipmentFeignClient;
+import com.njcn.csdevice.api.*;
 import com.njcn.csdevice.pojo.dto.DevDetailDTO;
+import com.njcn.csdevice.pojo.dto.PqsCommunicateDto;
 import com.njcn.csdevice.pojo.po.CsEquipmentDeliveryPO;
 import com.njcn.redis.pojo.enums.AppRedisKey;
 import com.njcn.redis.utils.RedisUtil;
@@ -75,6 +74,9 @@ public class RedisKeyExpirationListener extends KeyExpirationEventMessageListene
     private SendMessageUtil sendMessageUtil;
     @Resource
     private CsDeviceServiceImpl csDeviceServiceImpl;
+    @Resource
+    private CsCommunicateFeignClient csCommunicateFeignClient;
+
     private final Object lock = new Object();
 
     public RedisKeyExpirationListener(RedisMessageListenerContainer listenerContainer) {
@@ -116,9 +118,16 @@ public class RedisKeyExpirationListener extends KeyExpirationEventMessageListene
         logDto.setOperate(nDid +"装置离线");
         sendMessage(nDid);
         //记录装置掉线时间
-        CsDeviceOnlineLogs record = onlineLogsService.findLastData(nDid);
-        record.setOfflineTime(LocalDateTime.now());
-        onlineLogsService.updateById(record);
+//        CsDeviceOnlineLogs record = onlineLogsService.findLastData(nDid);
+//        record.setOfflineTime(LocalDateTime.now());
+//        onlineLogsService.updateById(record);
+        //记录装置掉线时间
+        PqsCommunicateDto dto = new PqsCommunicateDto();
+        dto.setTime(LocalDateTime.now().format(DateTimeFormatter.ofPattern(DatePattern.NORM_DATETIME_PATTERN)));
+        dto.setDevId(nDid);
+        dto.setType(0);
+        dto.setDescription("通讯中断");
+        csCommunicateFeignClient.insertion(dto);
         csLogsFeignClient.addUserLog(logDto);
     }
 
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/mapper/CsLineRunDataMapper.java b/iot-access/access-boot/src/main/java/com/njcn/access/mapper/CsLineRunDataMapper.java
new file mode 100644
index 0000000..d29c0ad
--- /dev/null
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/mapper/CsLineRunDataMapper.java
@@ -0,0 +1,16 @@
+package com.njcn.access.mapper;
+
+import com.baomidou.mybatisplus.core.mapper.BaseMapper;
+import com.njcn.access.pojo.po.CsLineRunData;
+
+/**
+ * <p>
+ * 治理设备模块运行状态记录表 Mapper 接口
+ * </p>
+ *
+ * @author xy
+ * @since 2025-06-26
+ */
+public interface CsLineRunDataMapper extends BaseMapper<CsLineRunData> {
+
+}
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/runner/AutoAccessTimer.java b/iot-access/access-boot/src/main/java/com/njcn/access/runner/AutoAccessTimer.java
index 81736ff..f004acd 100644
--- a/iot-access/access-boot/src/main/java/com/njcn/access/runner/AutoAccessTimer.java
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/runner/AutoAccessTimer.java
@@ -16,7 +16,6 @@ import org.springframework.boot.ApplicationRunner;
 import org.springframework.stereotype.Component;
 
 import java.util.ArrayList;
-import java.util.Arrays;
 import java.util.List;
 import java.util.Objects;
 import java.util.concurrent.*;
@@ -80,7 +79,6 @@ public class AutoAccessTimer implements ApplicationRunner {
                         log.error("任务执行异常", e.getCause());
                     }
                 }
-
                 // 关闭ExecutorService
                 executor.shutdown();
             }
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/service/ICsLineRunDataService.java b/iot-access/access-boot/src/main/java/com/njcn/access/service/ICsLineRunDataService.java
new file mode 100644
index 0000000..08e5599
--- /dev/null
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/service/ICsLineRunDataService.java
@@ -0,0 +1,20 @@
+package com.njcn.access.service;
+
+import com.baomidou.mybatisplus.extension.service.IService;
+import com.njcn.access.pojo.po.CsLineRunData;
+
+import java.util.List;
+
+/**
+ * <p>
+ * 治理设备模块运行状态记录表 服务类
+ * </p>
+ *
+ * @author xy
+ * @since 2025-06-26
+ */
+public interface ICsLineRunDataService extends IService<CsLineRunData> {
+
+    void addData(List<CsLineRunData> list);
+
+}
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsDeviceServiceImpl.java b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsDeviceServiceImpl.java
index 2524a31..0f77c12 100644
--- a/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsDeviceServiceImpl.java
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsDeviceServiceImpl.java
@@ -613,6 +613,7 @@ public class CsDeviceServiceImpl implements ICsDeviceService {
             logDto.setResult(1);
             logDto.setOperate(nDid + "接入失败，装置客户端不在线");
             csLogsFeignClient.addUserLog(logDto);
+            throw new BusinessException(AlgorithmResponseEnum.DEV_OFFLINE);
         }
         boolean result = false;
         Map<Integer,String> modelMap = new HashMap<>();
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsEquipmentDeliveryServiceImpl.java b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsEquipmentDeliveryServiceImpl.java
index 05fd8c2..b1c944c 100644
--- a/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsEquipmentDeliveryServiceImpl.java
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsEquipmentDeliveryServiceImpl.java
@@ -17,6 +17,7 @@ import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Service;
 
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.List;
 import java.util.Objects;
 
@@ -123,6 +124,7 @@ public class CsEquipmentDeliveryServiceImpl extends ServiceImpl<CsEquipmentDeliv
         List<CsEquipmentDeliveryPO> list = this.lambdaQuery()
                 .eq(CsEquipmentDeliveryPO::getRunStatus,AccessEnum.OFFLINE.getCode())
                 .eq(CsEquipmentDeliveryPO::getUsageStatus,1)
+                .in(CsEquipmentDeliveryPO::getStatus, Arrays.asList(2,3))
                 .list();
         if (CollUtil.isNotEmpty(list)) {
             list.forEach(item->{
diff --git a/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsLineRunDataServiceImpl.java b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsLineRunDataServiceImpl.java
new file mode 100644
index 0000000..975c1f1
--- /dev/null
+++ b/iot-access/access-boot/src/main/java/com/njcn/access/service/impl/CsLineRunDataServiceImpl.java
@@ -0,0 +1,26 @@
+package com.njcn.access.service.impl;
+
+import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+import com.njcn.access.mapper.CsLineRunDataMapper;
+import com.njcn.access.pojo.po.CsLineRunData;
+import com.njcn.access.service.ICsLineRunDataService;
+import org.springframework.stereotype.Service;
+
+import java.util.List;
+
+/**
+ * <p>
+ * 治理设备模块运行状态记录表 服务实现类
+ * </p>
+ *
+ * @author xy
+ * @since 2025-06-26
+ */
+@Service
+public class CsLineRunDataServiceImpl extends ServiceImpl<CsLineRunDataMapper, CsLineRunData> implements ICsLineRunDataService {
+
+    @Override
+    public void addData(List<CsLineRunData> list) {
+        this.saveBatch(list);
+    }
+}
diff --git a/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/RtFeignClient.java b/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/RtFeignClient.java
index c6bba3f..da3d915 100644
--- a/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/RtFeignClient.java
+++ b/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/RtFeignClient.java
@@ -5,7 +5,11 @@ import com.njcn.common.pojo.response.HttpResult;
 import com.njcn.mq.message.AppAutoDataMessage;
 import com.njcn.rt.api.fallback.RtClientFallbackFactory;
 import org.springframework.cloud.openfeign.FeignClient;
+import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+
+import java.util.Map;
 
 /**
  * @author xy
@@ -15,4 +19,7 @@ public interface RtFeignClient {
 
     @PostMapping("/rtAnalysis")
     HttpResult<String> analysis(AppAutoDataMessage appAutoDataMessage);
+
+    @PostMapping("/apfRtAnalysis")
+    HttpResult<Map<String,Float>> apfRtAnalysis(@RequestBody @Validated AppAutoDataMessage appAutoDataMessage);
 }
diff --git a/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/fallback/RtClientFallbackFactory.java b/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/fallback/RtClientFallbackFactory.java
index 5d38043..ad8497f 100644
--- a/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/fallback/RtClientFallbackFactory.java
+++ b/iot-analysis/analysis-rt/rt-api/src/main/java/com/njcn/rt/api/fallback/RtClientFallbackFactory.java
@@ -9,6 +9,8 @@ import feign.hystrix.FallbackFactory;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Component;
 
+import java.util.Map;
+
 /**
  * @author xy
  */
@@ -27,7 +29,13 @@ public class RtClientFallbackFactory implements FallbackFactory<RtFeignClient> {
 
             @Override
             public HttpResult<String> analysis(AppAutoDataMessage appAutoDataMessage) {
-                log.error("{}异常，降级处理，异常为：{}","实时数据解析",cause.toString());
+                log.error("{}异常，降级处理，异常为：{}","便携式实时数据解析",cause.toString());
+                throw new BusinessException(finalExceptionEnum);
+            }
+
+            @Override
+            public HttpResult<Map<String,Float>> apfRtAnalysis(AppAutoDataMessage appAutoDataMessage) {
+                log.error("{}异常，降级处理，异常为：{}","APF实时数据解析",cause.toString());
                 throw new BusinessException(finalExceptionEnum);
             }
         };
diff --git a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/controller/RtController.java b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/controller/RtController.java
index 7a4aac8..6e61a8c 100644
--- a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/controller/RtController.java
+++ b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/controller/RtController.java
@@ -19,6 +19,8 @@ import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
+import java.util.Map;
+
 /**
  * 类的介绍：
  *
@@ -45,5 +47,14 @@ public class RtController extends BaseController {
         return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, null, methodDescribe);
     }
 
+    @OperateInfo(info = LogEnum.BUSINESS_COMMON)
+    @PostMapping("/apfRtAnalysis")
+    @ApiOperation("APF实时数据解析")
+    @ApiImplicitParam(name = "appAutoDataMessage", value = "数据实体", required = true)
+    public HttpResult<String> apfRtAnalysis(@RequestBody @Validated AppAutoDataMessage appAutoDataMessage){
+        String methodDescribe = getMethodDescribe("apfRtAnalysis");
+        rtService.apfRtAnalysis(appAutoDataMessage);
+        return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, null, methodDescribe);
+    }
 
 }
diff --git a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/IRtService.java b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/IRtService.java
index 0cb125d..7f4a87a 100644
--- a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/IRtService.java
+++ b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/IRtService.java
@@ -8,4 +8,10 @@ import com.njcn.mq.message.AppAutoDataMessage;
 public interface IRtService {
 
     void analysis(AppAutoDataMessage appAutoDataMessage);
+
+    /**
+     * APF数据解析
+     * @param appAutoDataMessage
+     */
+    void apfRtAnalysis(AppAutoDataMessage appAutoDataMessage);
 }
diff --git a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/impl/RtServiceImpl.java b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/impl/RtServiceImpl.java
index 444d7f7..59359ef 100644
--- a/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/impl/RtServiceImpl.java
+++ b/iot-analysis/analysis-rt/rt-boot/src/main/java/com/njcn/rt/service/impl/RtServiceImpl.java
@@ -97,6 +97,36 @@ public class RtServiceImpl implements IRtService {
         }
     }
 
+    @Override
+    public void apfRtAnalysis(AppAutoDataMessage appAutoDataMessage) {
+        List<CsDataArray> dataArrayList;
+        String lineId;
+        //监测点id
+        if (appAutoDataMessage.getDid() == 1){
+            lineId = appAutoDataMessage.getId() + "0";
+        } else {
+            lineId = appAutoDataMessage.getId() + appAutoDataMessage.getMsg().getClDid();
+        }
+        //获取监测点基础信息
+        CsLinePO po = csLineFeignClient.getById(lineId).getData();
+        //获取数据集 dataSet
+        Integer idx = appAutoDataMessage.getMsg().getDsNameIdx();
+        CsDataSet dataSet = dataSetFeignClient.getDataSetByIdx(po.getDataModelId(),idx).getData();
+
+        String key = "BaseRealData:" + lineId + idx;
+        Object object = redisUtil.getObjectByKey(key);
+        if (Objects.isNull(object)){
+            dataArrayList = saveBaseRealDataSet(key,dataSet.getId());
+        } else {
+            dataArrayList = channelObjectUtil.objectToList(object,CsDataArray.class);
+        }
+        //根据dataArray解析数据
+        AppAutoDataMessage.DataArray item = appAutoDataMessage.getMsg().getDataArray().get(0);
+        Map<String,Float> map = getData(dataArrayList,item);
+        int data = Math.round(map.get("Apf_ModWorkingSts" + "M"));
+        redisUtil.saveByKeyWithExpire("ApfRtData:" + appAutoDataMessage.getMid(),data,10L);
+    }
+
     /**
      * 时间处理
      */
diff --git a/iot-analysis/analysis-zl-event/zl-event-boot/src/main/java/com/njcn/zlevent/service/impl/CsAlarmServiceImpl.java b/iot-analysis/analysis-zl-event/zl-event-boot/src/main/java/com/njcn/zlevent/service/impl/CsAlarmServiceImpl.java
index 93ce47d..9b5fc4b 100644
--- a/iot-analysis/analysis-zl-event/zl-event-boot/src/main/java/com/njcn/zlevent/service/impl/CsAlarmServiceImpl.java
+++ b/iot-analysis/analysis-zl-event/zl-event-boot/src/main/java/com/njcn/zlevent/service/impl/CsAlarmServiceImpl.java
@@ -3,8 +3,11 @@ package com.njcn.zlevent.service.impl;
 import cn.hutool.core.collection.CollectionUtil;
 import cn.hutool.core.util.IdUtil;
 import com.alibaba.nacos.shaded.com.google.gson.Gson;
+import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+import com.njcn.access.pojo.po.CsDeviceOnlineLogs;
 import com.njcn.access.utils.ChannelObjectUtil;
+import com.njcn.common.pojo.exception.BusinessException;
 import com.njcn.csdevice.api.EquipmentFeignClient;
 import com.njcn.csdevice.pojo.po.CsEquipmentDeliveryPO;
 import com.njcn.csharmonic.pojo.po.CsEventPO;
@@ -33,6 +36,8 @@ import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 
+import static com.njcn.csdevice.enums.AlgorithmResponseEnum.DATA_ERROR;
+
 /**
  * <p>
  * 告警事件表 服务实现类
@@ -63,7 +68,7 @@ public class CsAlarmServiceImpl extends ServiceImpl<CsEventMapper, CsEventPO> im
         //获取装置id
         CsEquipmentDeliveryPO po = equipmentFeignClient.findDevByNDid(appEventMessage.getId()).getData();
         List<SysDicTreePO> dictTreeList = channelObjectUtil.objectToList(redisUtil.getObjectByKey(AppRedisKey.DICT_TREE),SysDicTreePO.class);
-        String code = dictTreeList.stream().filter(item->Objects.equals(item.getId(),po.getDevType())).findFirst().orElse(null).getCode();
+            String code = dictTreeList.stream().filter(item->Objects.equals(item.getId(),po.getDevType())).findFirst().orElse(null).getCode();
 
         try {
             //便携式设备
@@ -82,6 +87,17 @@ public class CsAlarmServiceImpl extends ServiceImpl<CsEventMapper, CsEventPO> im
             List<AppEventMessage.DataArray> dataArray = appEventMessage.getMsg().getDataArray();
             for (AppEventMessage.DataArray item : dataArray) {
                 eventTime = eventService.timeFormat(item.getDataTimeSec(),item.getDataTimeUSec());
+                tag = item.getName();
+                //判断各模块事件，如果上次模块事件和这次一致，则不记录
+                CsEventPO csEventPO = this.lambdaQuery().eq(CsEventPO::getLineId,lineId)
+                        .eq(CsEventPO::getClDid,appEventMessage.getMsg().getClDid())
+                        .eq(CsEventPO::getProcess,po.getProcess())
+                        .orderByDesc(CsEventPO::getStartTime).last("LIMIT 1").one();
+                if (csEventPO != null) {
+                    if (Objects.equals(csEventPO.getTag(),tag)) {
+                        throw new BusinessException(DATA_ERROR);
+                    }
+                }
                 //事件入库
                 CsEventPO csEvent = new CsEventPO();
                 csEvent.setLineId(lineId);
@@ -90,7 +106,6 @@ public class CsAlarmServiceImpl extends ServiceImpl<CsEventMapper, CsEventPO> im
                 csEvent.setProcess(po.getProcess());
                 csEvent.setCode(item.getCode());
                 csEvent.setStartTime(eventTime);
-                tag = item.getName();
                 csEvent.setTag(tag);
                 csEvent.setType(3);
                 csEvent.setClDid(appEventMessage.getMsg().getClDid());