diff --git a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/opc/OpcUtils.java b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/opc/OpcUtils.java
index bd6146d6d0..a9e6d816d3 100644
--- a/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/opc/OpcUtils.java
+++ b/yudao-framework/yudao-common/src/main/java/cn/iocoder/yudao/framework/common/util/opc/OpcUtils.java
@@ -1,8 +1,11 @@
 package cn.iocoder.yudao.framework.common.util.opc;
 
 import org.eclipse.milo.opcua.sdk.client.OpcUaClient;
+import org.eclipse.milo.opcua.sdk.client.api.config.OpcUaClientConfig;
+import org.eclipse.milo.opcua.sdk.client.api.config.OpcUaClientConfigBuilder;
 import org.eclipse.milo.opcua.sdk.client.api.identity.AnonymousProvider;
 import org.eclipse.milo.opcua.sdk.client.api.identity.UsernameProvider;
+import org.eclipse.milo.opcua.stack.client.DiscoveryClient;
 import org.eclipse.milo.opcua.stack.core.types.builtin.DataValue;
 import org.eclipse.milo.opcua.stack.core.types.builtin.NodeId;
 import org.eclipse.milo.opcua.stack.core.types.builtin.Variant;
@@ -10,7 +13,11 @@ import org.eclipse.milo.opcua.stack.core.types.builtin.unsigned.UInteger;
 import org.eclipse.milo.opcua.stack.core.types.enumerated.TimestampsToReturn;
 import org.eclipse.milo.opcua.stack.core.types.structured.EndpointDescription;
 
+import java.net.InetAddress;
+import java.util.List;
+import java.util.Optional;
 import java.util.concurrent.TimeUnit;
+import java.util.function.Function;
 import java.util.function.Predicate;
 
 /**
@@ -37,9 +44,6 @@ public class OpcUtils {
         return connect(url, null, null, timeoutSeconds);
     }
 
-    /**
-     * 连接OPC UA服务器（支持匿名和用户名密码认证）
-     */
     public static boolean connect(String url, String username, String password, int timeoutSeconds) {
         if (isConnected) {
             System.out.println(LOG_PREFIX + "客户端已连接，无需重复连接");
@@ -51,24 +55,105 @@ public class OpcUtils {
         try {
             System.out.println(LOG_PREFIX + "正在连接到OPC UA服务器: " + url);
 
+            // 提取主机和端口
+            final String targetHost = extractHostFromUrl(url);
+            final int targetPort = extractPortFromUrl(url);
+            final String path = extractPathFromUrl(url);
+
+            System.out.println(LOG_PREFIX + "目标主机: " + targetHost + ", 端口: " + targetPort + ", 路径: " + path);
+
+            // 将主机名解析为IP地址
+            final String ipAddress = resolveToIpAddress(targetHost);
+            System.out.println(LOG_PREFIX + "解析为IP地址: " + ipAddress);
+
             if (username != null && password != null && !username.isEmpty()) {
                 System.out.println(LOG_PREFIX + "使用用户名密码认证: " + username);
 
-                Predicate<EndpointDescription> endpointPredicate = e ->
-                        "http://opcfoundation.org/UA/SecurityPolicy#None".equals(e.getSecurityPolicyUri());
-
-                client = OpcUaClient.create(url, endpoints ->
-                                endpoints.stream()
-                                        .filter(endpointPredicate)
-                                        .findFirst(),
-                        configBuilder -> configBuilder
-                                .setIdentityProvider(new UsernameProvider(username, password))
-                                .setRequestTimeout(UInteger.valueOf(timeoutSeconds * 1000L))
-                                .build()
-                );
+                // 用户名密码认证
+                client = OpcUaClient.create(url, endpoints -> {
+                    if (endpoints == null || endpoints.isEmpty()) {
+                        System.err.println(LOG_PREFIX + "服务器未返回任何端点");
+                        return Optional.empty();
+                    }
+
+                    System.out.println(LOG_PREFIX + "发现端点数量: " + endpoints.size());
+
+                    // 查找无安全策略的端点
+                    for (EndpointDescription endpoint : endpoints) {
+                        String endpointUrl = endpoint.getEndpointUrl();
+                        System.out.println(LOG_PREFIX + "检查端点: " + endpointUrl +
+                                " | 安全策略: " + endpoint.getSecurityPolicyUri());
+
+                        if ("http://opcfoundation.org/UA/SecurityPolicy#None".equals(endpoint.getSecurityPolicyUri())) {
+                            // 修正端点URL，强制使用IP地址
+                            String correctedUrl = forceIpAddressEndpoint(endpointUrl, ipAddress, targetPort, path);
+                            System.out.println(LOG_PREFIX + "强制使用IP地址: " + endpointUrl + " -> " + correctedUrl);
+
+                            return Optional.of(new EndpointDescription(
+                                    correctedUrl,
+                                    endpoint.getServer(),
+                                    endpoint.getServerCertificate(),
+                                    endpoint.getSecurityMode(),
+                                    endpoint.getSecurityPolicyUri(),
+                                    endpoint.getUserIdentityTokens(),
+                                    endpoint.getTransportProfileUri(),
+                                    endpoint.getSecurityLevel()
+                            ));
+                        }
+                    }
+
+                    System.err.println(LOG_PREFIX + "未找到无安全策略的端点");
+                    return Optional.empty();
+                }, configBuilder -> configBuilder
+                        .setIdentityProvider(new UsernameProvider(username, password))
+                        .setRequestTimeout(UInteger.valueOf(timeoutSeconds * 1000L))
+                        .build());
             } else {
                 System.out.println(LOG_PREFIX + "使用匿名认证");
-                client = OpcUaClient.create(url);
+
+                // 对于匿名认证，手动发现端点并修正
+                List<EndpointDescription> endpoints = DiscoveryClient.getEndpoints(url).get(timeoutSeconds, TimeUnit.SECONDS);
+
+                if (endpoints == null || endpoints.isEmpty()) {
+                    System.err.println(LOG_PREFIX + "服务器未返回任何端点");
+                    return false;
+                }
+
+                // 查找无安全策略的端点
+                Optional<EndpointDescription> selectedEndpoint = Optional.empty();
+                for (EndpointDescription endpoint : endpoints) {
+                    if ("http://opcfoundation.org/UA/SecurityPolicy#None".equals(endpoint.getSecurityPolicyUri())) {
+                        selectedEndpoint = Optional.of(endpoint);
+                        break;
+                    }
+                }
+
+                if (!selectedEndpoint.isPresent()) {
+                    System.err.println(LOG_PREFIX + "未找到无安全策略的端点");
+                    return false;
+                }
+
+                EndpointDescription endpoint = selectedEndpoint.get();
+                String correctedUrl = forceIpAddressEndpoint(endpoint.getEndpointUrl(), ipAddress, targetPort, path);
+                System.out.println(LOG_PREFIX + "强制使用IP地址: " + endpoint.getEndpointUrl() + " -> " + correctedUrl);
+
+                EndpointDescription correctedEndpoint = new EndpointDescription(
+                        correctedUrl,
+                        endpoint.getServer(),
+                        endpoint.getServerCertificate(),
+                        endpoint.getSecurityMode(),
+                        endpoint.getSecurityPolicyUri(),
+                        endpoint.getUserIdentityTokens(),
+                        endpoint.getTransportProfileUri(),
+                        endpoint.getSecurityLevel()
+                );
+
+                OpcUaClientConfigBuilder configBuilder = OpcUaClientConfig.builder()
+                        .setEndpoint(correctedEndpoint)
+                        .setIdentityProvider(new AnonymousProvider())
+                        .setRequestTimeout(UInteger.valueOf(timeoutSeconds * 1000L));
+
+                client = OpcUaClient.create(configBuilder.build());
             }
 
             client.connect().get(timeoutSeconds, TimeUnit.SECONDS);
@@ -84,10 +169,321 @@ public class OpcUtils {
 
         } catch (Exception e) {
             System.err.println(LOG_PREFIX + "连接失败: " + e.getMessage());
+            e.printStackTrace();
             return false;
         }
     }
 
+    /**
+     * 将主机名解析为IP地址
+     */
+    private static String resolveToIpAddress(String host) {
+        try {
+            // 如果已经是IP地址，直接返回
+            if (host.matches("\\d{1,3}\\.\\d{1,3}\\.\\d{1,3}\\.\\d{1,3}")) {
+                return host;
+            }
+
+            // 尝试解析主机名
+            InetAddress address = InetAddress.getByName(host);
+            return address.getHostAddress();
+
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "解析主机名失败: " + host + ", 错误: " + e.getMessage());
+            return host; // 返回原始值
+        }
+    }
+
+    /**
+     * 强制使用IP地址构建端点URL
+     */
+    private static String forceIpAddressEndpoint(String endpointUrl, String ipAddress, int defaultPort, String defaultPath) {
+        try {
+            // 提取端口和路径
+            int port = extractPortFromUrl(endpointUrl);
+            if (port <= 0) {
+                port = defaultPort;
+            }
+
+            String path = extractPathFromUrl(endpointUrl);
+            if (path.isEmpty()) {
+                path = defaultPath;
+            }
+
+            return String.format("opc.tcp://%s:%d%s", ipAddress, port, path);
+
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "构建IP端点URL失败: " + e.getMessage());
+            return endpointUrl;
+        }
+    }
+
+
+
+
+
+    /**
+     * 从URL中提取主机地址
+     */
+    private static String extractHostFromUrl(String url) {
+        try {
+            // 格式: opc.tcp://host:port/path
+            if (url == null || url.trim().isEmpty()) {
+                return "localhost";
+            }
+
+            String withoutProtocol = url.replace("opc.tcp://", "");
+            // 处理IPv6地址
+            if (withoutProtocol.startsWith("[")) {
+                // IPv6地址格式: [2001:db8::1]:4840/path
+                int closeBracket = withoutProtocol.indexOf("]");
+                if (closeBracket > 0) {
+                    String host = withoutProtocol.substring(1, closeBracket);
+                    return host;
+                }
+            }
+
+            // 普通IPv4或主机名
+            String[] parts = withoutProtocol.split("[:/]");
+            if (parts.length > 0 && !parts[0].isEmpty()) {
+                return parts[0];
+            }
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "提取主机地址失败: " + e.getMessage());
+        }
+        return "localhost";
+    }
+
+    /**
+     * 从URL中提取端口
+     */
+    private static int extractPortFromUrl(String url) {
+        try {
+            if (url == null || url.trim().isEmpty()) {
+                return 4840; // 默认OPC UA端口
+            }
+
+            String withoutProtocol = url.replace("opc.tcp://", "");
+
+            // 查找端口号
+            int portStart = -1;
+            int portEnd = -1;
+
+            if (withoutProtocol.startsWith("[")) {
+                // IPv6地址: [2001:db8::1]:4840/path
+                int closeBracket = withoutProtocol.indexOf("]");
+                if (closeBracket > 0) {
+                    portStart = withoutProtocol.indexOf(":", closeBracket);
+                }
+            } else {
+                // IPv4或主机名: host:4840/path
+                int firstColon = withoutProtocol.indexOf(":");
+                if (firstColon > 0) {
+                    portStart = firstColon;
+                }
+            }
+
+            if (portStart > 0) {
+                portStart++; // 跳过冒号
+                portEnd = withoutProtocol.indexOf("/", portStart);
+                if (portEnd < 0) {
+                    portEnd = withoutProtocol.length();
+                }
+
+                String portStr = withoutProtocol.substring(portStart, portEnd);
+                if (portStr.matches("\\d+")) {
+                    return Integer.parseInt(portStr);
+                }
+            }
+
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "提取端口失败: " + e.getMessage());
+        }
+        return 4840; // 默认OPC UA端口
+    }
+
+    /**
+     * 从URL中提取路径
+     */
+    private static String extractPathFromUrl(String url) {
+        try {
+            if (url == null || url.trim().isEmpty()) {
+                return "";
+            }
+
+            String withoutProtocol = url.replace("opc.tcp://", "");
+
+            // 查找路径开始位置
+            int pathStart = -1;
+
+            if (withoutProtocol.startsWith("[")) {
+                // IPv6地址: [2001:db8::1]:4840/path
+                int closeBracket = withoutProtocol.indexOf("]");
+                if (closeBracket > 0) {
+                    // 检查是否有端口
+                    int colonAfterBracket = withoutProtocol.indexOf(":", closeBracket);
+                    if (colonAfterBracket > 0) {
+                        // 有端口: [2001:db8::1]:4840/path
+                        int slashAfterPort = withoutProtocol.indexOf("/", colonAfterBracket);
+                        if (slashAfterPort > 0) {
+                            return withoutProtocol.substring(slashAfterPort);
+                        }
+                    } else {
+                        // 无端口: [2001:db8::1]/path
+                        int slashAfterBracket = withoutProtocol.indexOf("/", closeBracket);
+                        if (slashAfterBracket > 0) {
+                            return withoutProtocol.substring(slashAfterBracket);
+                        }
+                    }
+                }
+            } else {
+                // IPv4或主机名
+                // 先找主机名结束位置
+                int hostEnd = withoutProtocol.indexOf(":");
+                if (hostEnd < 0) {
+                    // 无端口: host/path
+                    hostEnd = withoutProtocol.indexOf("/");
+                    if (hostEnd > 0) {
+                        return withoutProtocol.substring(hostEnd);
+                    }
+                } else {
+                    // 有端口: host:port/path
+                    int portEnd = withoutProtocol.indexOf("/", hostEnd);
+                    if (portEnd > 0) {
+                        return withoutProtocol.substring(portEnd);
+                    }
+                }
+            }
+
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "提取路径失败: " + e.getMessage());
+        }
+        return "";
+    }
+
+    /**
+     * 从URL中提取协议
+     */
+    private static String extractProtocolFromUrl(String url) {
+        try {
+            if (url == null || url.trim().isEmpty()) {
+                return "opc.tcp";
+            }
+
+            int protocolEnd = url.indexOf("://");
+            if (protocolEnd > 0) {
+                return url.substring(0, protocolEnd);
+            }
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "提取协议失败: " + e.getMessage());
+        }
+        return "opc.tcp";
+    }
+
+    /**
+     * 构建完整的URL
+     */
+    private static String buildUrl(String protocol, String host, int port, String path) {
+        StringBuilder url = new StringBuilder();
+
+        if (protocol == null || protocol.isEmpty()) {
+            protocol = "opc.tcp";
+        }
+        url.append(protocol).append("://");
+
+        // 处理IPv6地址
+        if (host.contains(":")) {
+            url.append("[").append(host).append("]");
+        } else {
+            url.append(host);
+        }
+
+        if (port > 0) {
+            url.append(":").append(port);
+        }
+
+        if (path != null && !path.isEmpty()) {
+            if (!path.startsWith("/")) {
+                url.append("/");
+            }
+            url.append(path);
+        }
+
+        return url.toString();
+    }
+
+    /**
+     * 修正端点URL，强制使用指定的主机和端口
+     */
+    private static String correctEndpointUrl(String endpointUrl, String targetHost, int targetPort) {
+        if (endpointUrl == null || endpointUrl.trim().isEmpty()) {
+            return endpointUrl;
+        }
+
+        try {
+            // 提取原URL的各个部分
+            String protocol = extractProtocolFromUrl(endpointUrl);
+            String originalHost = extractHostFromUrl(endpointUrl);
+            int originalPort = extractPortFromUrl(endpointUrl);
+            String path = extractPathFromUrl(endpointUrl);
+
+            // 决定使用哪个主机
+            String useHost = targetHost;
+            int usePort = (targetPort > 0) ? targetPort : originalPort;
+
+            // 如果原端口无效，使用默认端口
+            if (usePort <= 0) {
+                usePort = 4840;
+            }
+
+            // 构建修正后的URL
+            return buildUrl(protocol, useHost, usePort, path);
+
+        } catch (Exception e) {
+            System.err.println(LOG_PREFIX + "修正端点URL失败: " + e.getMessage());
+            return endpointUrl;
+        }
+    }
+
+
+
+
+
+    /**
+     * 检查是否为本地地址
+     */
+    private static boolean isLocalAddress(String url) {
+        if (url == null) return false;
+
+        return url.contains("127.0.0.1") ||
+                url.contains("localhost") ||
+                url.contains("127.0.1.1") ||
+                url.contains("[::1]") ||
+                url.startsWith("opc.tcp://localhost") ||
+                url.startsWith("opc.tcp://127.");
+    }
+
+    /**
+     * 修正端点URL中的本地地址
+     */
+    private static String correctEndpointUrl(String endpointUrl, String targetHost) {
+        if (endpointUrl == null) return endpointUrl;
+
+        // 替换各种本地地址表示形式
+        String corrected = endpointUrl
+                .replace("127.0.0.1", targetHost)
+                .replace("localhost", targetHost)
+                .replace("127.0.1.1", targetHost)
+                .replace("[::1]", targetHost);
+
+        // 如果还有localhost:端口的形式
+        if (corrected.contains("localhost:")) {
+            corrected = corrected.replace("localhost", targetHost);
+        }
+
+        return corrected;
+    }
+
     /**
      * 断开连接
      */
diff --git a/yudao-framework/yudao-spring-boot-starter-job/src/main/java/cn/iocoder/yudao/framework/quartz/core/scheduler/SchedulerManager.java b/yudao-framework/yudao-spring-boot-starter-job/src/main/java/cn/iocoder/yudao/framework/quartz/core/scheduler/SchedulerManager.java
index 14e376905e..515f463900 100644
--- a/yudao-framework/yudao-spring-boot-starter-job/src/main/java/cn/iocoder/yudao/framework/quartz/core/scheduler/SchedulerManager.java
+++ b/yudao-framework/yudao-spring-boot-starter-job/src/main/java/cn/iocoder/yudao/framework/quartz/core/scheduler/SchedulerManager.java
@@ -42,15 +42,15 @@ public class SchedulerManager {
                        Integer retryCount, Integer retryInterval)
             throws SchedulerException {
         validateScheduler();
-        String jobKeyName = jobHandlerName+ "_"+ jobId;
-        JobKey jobKey = JobKey.jobKey(jobKeyName, DEFAULT_GROUP);
+//        String jobKeyName = jobHandlerName+ "_"+ jobId;
+//        JobKey jobKey = JobKey.jobKey(jobKeyName, DEFAULT_GROUP);
         // 创建 JobDetail 对象
         JobDetail jobDetail = JobBuilder.newJob(JobHandlerInvoker.class)
                 .usingJobData(JobDataKeyEnum.JOB_ID.name(), jobId)
                 .usingJobData(JobDataKeyEnum.JOB_HANDLER_NAME.name(), jobHandlerName)
-                .withIdentity(jobKey).build();
+                .withIdentity(jobHandlerName).build();
         // 创建 Trigger 对象
-        Trigger trigger = this.buildTrigger(jobKey, jobHandlerParam, cronExpression, retryCount, retryInterval);
+        Trigger trigger = this.buildTrigger(jobHandlerName, jobHandlerParam, cronExpression, retryCount, retryInterval);
         // 新增 Job 调度
         scheduler.scheduleJob(jobDetail, trigger);
     }
diff --git a/yudao-module-infra/yudao-module-infra-biz/src/main/java/cn/iocoder/yudao/module/infra/service/job/JobServiceImpl.java b/yudao-module-infra/yudao-module-infra-biz/src/main/java/cn/iocoder/yudao/module/infra/service/job/JobServiceImpl.java
index 87a2158466..73938e40f4 100644
--- a/yudao-module-infra/yudao-module-infra-biz/src/main/java/cn/iocoder/yudao/module/infra/service/job/JobServiceImpl.java
+++ b/yudao-module-infra/yudao-module-infra-biz/src/main/java/cn/iocoder/yudao/module/infra/service/job/JobServiceImpl.java
@@ -48,9 +48,9 @@ public class JobServiceImpl implements JobService {
     public Long createJob(JobSaveReqVO createReqVO) throws SchedulerException {
         validateCronExpression(createReqVO.getCronExpression());
         // 1.1 校验唯一性
-//        if (jobMapper.selectByHandlerName(createReqVO.getHandlerName()) != null) {
-//            throw exception(JOB_HANDLER_EXISTS);
-//        }
+        if (jobMapper.selectByHandlerName(createReqVO.getHandlerName()) != null) {
+            throw exception(JOB_HANDLER_EXISTS);
+        }
         // 1.2 校验 JobHandler 是否存在
         validateJobHandlerExists(createReqVO.getHandlerName());
 
@@ -64,7 +64,7 @@ public class JobServiceImpl implements JobService {
         schedulerManager.addJob(job.getId(), job.getHandlerName(), job.getHandlerParam(), job.getCronExpression(),
                 createReqVO.getRetryCount(), createReqVO.getRetryInterval());
         // 3.2 更新 JobDO
-        JobDO updateObj = JobDO.builder().id(job.getId()).status(JobStatusEnum.STOP.getStatus()).build();
+        JobDO updateObj = JobDO.builder().id(job.getId()).status(JobStatusEnum.NORMAL.getStatus()).build();
         jobMapper.updateById(updateObj);
         return job.getId();
     }
diff --git a/yudao-module-iot/yudao-module-iot-api/src/main/java/cn/iocoder/yudao/module/iot/enums/ErrorCodeConstants.java b/yudao-module-iot/yudao-module-iot-api/src/main/java/cn/iocoder/yudao/module/iot/enums/ErrorCodeConstants.java
index 9635d6bb73..c358cd025f 100644
--- a/yudao-module-iot/yudao-module-iot-api/src/main/java/cn/iocoder/yudao/module/iot/enums/ErrorCodeConstants.java
+++ b/yudao-module-iot/yudao-module-iot-api/src/main/java/cn/iocoder/yudao/module/iot/enums/ErrorCodeConstants.java
@@ -36,6 +36,7 @@ public interface ErrorCodeConstants {
     //======================================数据采集相关=================================================
     ErrorCode DEVICE_MODEL_NOT_EXISTS = new ErrorCode(1_003_000_000, "采集设备模型不存在");
     ErrorCode DEVICE_ID_MODEL_NOT_EXISTS = new ErrorCode(1_003_000_000, "该设备模型ID不能为空");
+    ErrorCode POINT_ID_MODEL_NOT_EXISTS = new ErrorCode(1_003_000_000, "该点位参数ID不能为空");
 
     ErrorCode DEVICE_MODEL_ATTRIBUTE_NOT_EXISTS = new ErrorCode(1_003_000_000, "采集设备模型点位不存在");
     ErrorCode DEVICE_ATTRIBUTE_NOT_EXISTS = new ErrorCode(1_003_000_000, "设备属性不存在");
@@ -49,6 +50,7 @@ public interface ErrorCodeConstants {
     ErrorCode OPC_CLOSE_CONNECT_FAILURE= new ErrorCode(1_003_000_000, "OPC断开连接失败");
     ErrorCode OPC_PARAMETER_DOES_NOT_EXIST= new ErrorCode(1_003_000_000, "连接关闭参数不存在");
     ErrorCode CREATE_TDENGINE_FAILURE= new ErrorCode(1_003_000_000, "创建Tdengine子表失败");
+
     ErrorCode RECIPE_NOT_EXISTS = new ErrorCode(1_003_000_000, "配方主不存在");
     ErrorCode RECIPE_POINT_NOT_EXISTS = new ErrorCode(1_003_000_000, "配方点位配置表（配方与设备点位关联）不存在");
     ErrorCode RECIPE_TYPE_NOT_EXISTS = new ErrorCode(1_003_000_000, "配方类型表（基础字典）不存在");
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/device/DeviceController.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/device/DeviceController.java
index e91aab8955..3f3fca4045 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/device/DeviceController.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/device/DeviceController.java
@@ -5,22 +5,16 @@ import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.common.pojo.PageParam;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
-import cn.iocoder.yudao.framework.common.util.opc.OpcUtils;
 import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
 import cn.iocoder.yudao.module.infra.controller.admin.job.vo.job.JobSaveReqVO;
-import cn.iocoder.yudao.module.infra.dal.dataobject.job.JobDO;
 import cn.iocoder.yudao.module.infra.service.job.JobService;
 import cn.iocoder.yudao.module.iot.controller.admin.device.vo.*;
 import cn.iocoder.yudao.module.iot.controller.admin.devicecontactmodel.vo.DeviceContactModelPageReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.devicemodelattribute.vo.DeviceModelAttributePageReqVO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceAttributeDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceDO;
-import cn.iocoder.yudao.module.iot.dal.dataobject.devicemodelattribute.DeviceModelAttributeDO;
 import cn.iocoder.yudao.module.iot.dal.devicecontactmodel.DeviceContactModelDO;
 import cn.iocoder.yudao.module.iot.service.device.DeviceService;
 import cn.iocoder.yudao.module.iot.service.device.TDengineService;
-import com.alibaba.fastjson.JSON;
-import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
@@ -194,7 +188,6 @@ public class DeviceController {
     }
 
 
-
     // ==================== 子表（设备属性） ====================
 
     @GetMapping("/device-attribute/page")
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/devicemodelattribute/DeviceModelAttributeController.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/devicemodelattribute/DeviceModelAttributeController.java
index fd27c9cf42..a7b0bd6057 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/devicemodelattribute/DeviceModelAttributeController.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/controller/admin/devicemodelattribute/DeviceModelAttributeController.java
@@ -98,4 +98,16 @@ public class DeviceModelAttributeController {
                         BeanUtils.toBean(list, DeviceModelAttributeRespVO.class));
     }
 
+
+    @GetMapping("/operationAnalysisDetails")
+    @Operation(summary = "设备运行参数分析-详情")
+//    @Parameter(name = "deviceId,modelId", description = "设备id，点位参数id", required = true)
+    @PreAuthorize("@ss.hasPermission('iot:device-model-attribute:query')")
+    public CommonResult<List<Map<String, Object>>> operationAnalysisDetails(@RequestParam("deviceId") Long deviceId,
+                                                                             @RequestParam("modelId") Long modelId,
+                                                                             @RequestParam(name = "collectionStartTime", required = false ) String collectionStartTime,
+                                                                             @RequestParam(name = "collectionEndTime", required = false ) String collectionEndTime) {
+        List<Map<String, Object>> deviceModelAttribute = deviceModelAttributeService.operationAnalysisDetails(deviceId,modelId,collectionStartTime,collectionEndTime);
+        return success(deviceModelAttribute);
+    }
 }
\ No newline at end of file
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceService.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceService.java
index 6769e217cc..17d931fbae 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceService.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceService.java
@@ -4,18 +4,12 @@ import cn.hutool.core.collection.CollUtil;
 import cn.iocoder.yudao.framework.common.pojo.PageParam;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.DevicePageReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.DeviceSaveReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.LineDeviceRequestVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.LineDeviceRespVO;
+import cn.iocoder.yudao.module.iot.controller.admin.device.vo.*;
 import cn.iocoder.yudao.module.iot.controller.admin.devicecontactmodel.vo.DeviceContactModelPageReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.devicemodelattribute.vo.DeviceModelAttributePageReqVO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceAttributeDO;
-import cn.iocoder.yudao.module.iot.dal.dataobject.devicemodelattribute.DeviceModelAttributeDO;
 import cn.iocoder.yudao.module.iot.dal.devicecontactmodel.DeviceContactModelDO;
 import com.fasterxml.jackson.core.JsonProcessingException;
-import org.springframework.web.bind.annotation.RequestParam;
 
 import javax.validation.Valid;
 import java.util.Collection;
@@ -128,4 +122,5 @@ public interface DeviceService {
     Map<String, List<Map<String, Object>>>  singleDevice(Long deviceId) throws JsonProcessingException;
 
     List<Map<String, Object>> historyRecord(Long deviceId,String collectionStartTime, String collectionEndTime);
+
 }
\ No newline at end of file
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceServiceImpl.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceServiceImpl.java
index c7194e7df3..a0686fd5fa 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceServiceImpl.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/device/DeviceServiceImpl.java
@@ -6,12 +6,8 @@ import cn.iocoder.yudao.framework.common.pojo.PageParam;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
 import cn.iocoder.yudao.framework.common.util.opc.OpcUtils;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.DevicePageReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.DeviceSaveReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.LineDeviceRequestVO;
-import cn.iocoder.yudao.module.iot.controller.admin.device.vo.LineDeviceRespVO;
+import cn.iocoder.yudao.module.iot.controller.admin.device.vo.*;
 import cn.iocoder.yudao.module.iot.controller.admin.devicecontactmodel.vo.DeviceContactModelPageReqVO;
-import cn.iocoder.yudao.module.iot.controller.admin.devicemodelattribute.vo.DeviceModelAttributePageReqVO;
 import cn.iocoder.yudao.module.iot.controller.admin.mqttdatarecord.vo.MqttDataRecordPageReqVO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.deviceattributetype.DeviceAttributeTypeDO;
@@ -25,22 +21,16 @@ import cn.iocoder.yudao.module.iot.dal.mysql.devicecontactmodel.DeviceContactMod
 import cn.iocoder.yudao.module.iot.dal.mysql.devicemodel.DeviceModelMapper;
 import cn.iocoder.yudao.module.iot.dal.mysql.devicemodelattribute.DeviceModelAttributeMapper;
 import cn.iocoder.yudao.module.iot.dal.mysql.mqttdatarecord.MqttDataRecordMapper;
-import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceAttributeDO;
-import cn.iocoder.yudao.module.iot.dal.mysql.device.DeviceMapper;
 import cn.iocoder.yudao.module.iot.dal.mysql.device.DeviceAttributeMapper;
+
 import com.alibaba.fastjson.JSON;
-import com.baomidou.dynamic.datasource.annotation.DS;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.metadata.IPage;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.core.type.TypeReference;
-import com.fasterxml.jackson.databind.DeserializationFeature;
 import com.fasterxml.jackson.databind.ObjectMapper;
-import com.fasterxml.jackson.databind.SerializationFeature;
-import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
-import com.fasterxml.jackson.datatype.jsr310.deser.LocalDateTimeDeserializer;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.jdbc.core.JdbcTemplate;
@@ -52,7 +42,6 @@ import javax.annotation.Resource;
 import java.sql.Timestamp;
 import java.text.SimpleDateFormat;
 import java.time.LocalDateTime;
-import java.time.format.DateTimeFormatter;
 import java.util.*;
 import java.util.stream.Collectors;
 
@@ -95,6 +84,7 @@ public class DeviceServiceImpl implements DeviceService {
     @Resource
     private DeviceAttributeTypeMapper deviceAttributeTypeMapper;
 
+
     @Override
     @Transactional(rollbackFor = Exception.class)
     public DeviceDO createDevice(DeviceSaveReqVO createReqVO) {
@@ -220,7 +210,8 @@ public class DeviceServiceImpl implements DeviceService {
     public PageResult<DeviceContactModelDO> getDeviceAttributePage(PageParam pageReqVO, DeviceContactModelPageReqVO deviceModelAttributePageReqVO) {
         // 参数校验
         if (deviceModelAttributePageReqVO.getDeviceId() == null) {
-            throw new IllegalArgumentException("关联设备模型ID不能为空");
+            throw exception(DEVICE_ID_MODEL_NOT_EXISTS);
+
         }
 
         // 查询设备信息，只查询一次
@@ -378,21 +369,19 @@ public class DeviceServiceImpl implements DeviceService {
                 deviceModelAttributeLambdaQueryWrapper.eq(DeviceContactModelDO::getDeviceId,createReqVO.getId());
                 List<DeviceContactModelDO> deviceContactModelDOS = deviceContactModelMapper.selectList(deviceModelAttributeLambdaQueryWrapper);
 
-                //连接后查询5次保存到数据库
-                for (int i = 0; i < 3; i++) {
 
-                    if (deviceContactModelDOS != null && deviceContactModelDOS.size() > 0){
-                        for (DeviceContactModelDO deviceContactModelDO : deviceContactModelDOS) {
-                            Object addressValue = OpcUtils.readValue(deviceContactModelDO.getAddress() != null ? deviceContactModelDO.getAddress() : "");
-                            deviceContactModelDO.setAddressValue(addressValue);
-                        }
-                        String json = JSON.toJSONString(deviceContactModelDOS);
-                        tdengineService.insertDeviceData(createReqVO.getId(),json);
+                if (deviceContactModelDOS != null && deviceContactModelDOS.size() > 0){
+                    for (DeviceContactModelDO deviceContactModelDO : deviceContactModelDOS) {
+                        Object addressValue = OpcUtils.readValue(deviceContactModelDO.getAddress() != null ? deviceContactModelDO.getAddress() : "");
+                        deviceContactModelDO.setAddressValue(addressValue);
                     }
-
+                    String json = JSON.toJSONString(deviceContactModelDOS);
+                    tdengineService.insertDeviceData(createReqVO.getId(),json);
                 }
 
 
+
+
             }else {
                 throw exception(OPC_CONNECT_FAILURE_DOES_NOT_EXIST);
             }
@@ -632,6 +621,7 @@ public class DeviceServiceImpl implements DeviceService {
 
     }
 
+
     private void validateDeviceAttributeExists(Long id) {
         if (deviceAttributeMapper.selectById(id) == null) {
             throw exception(DEVICE_ATTRIBUTE_NOT_EXISTS);
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeService.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeService.java
index 59bf320a49..d30c4d1eed 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeService.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeService.java
@@ -52,4 +52,5 @@ public interface DeviceModelAttributeService {
      */
     PageResult<DeviceModelAttributeDO> getDeviceModelAttributePage(DeviceModelAttributePageReqVO pageReqVO);
 
+    List<Map<String, Object>>  operationAnalysisDetails(Long deviceId, Long modelId,String collectionStartTime, String collectionEndTime);
 }
\ No newline at end of file
diff --git a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeServiceImpl.java b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeServiceImpl.java
index 7a1d794afd..207f60c22f 100644
--- a/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeServiceImpl.java
+++ b/yudao-module-iot/yudao-module-iot-biz/src/main/java/cn/iocoder/yudao/module/iot/service/devicemodelattribute/DeviceModelAttributeServiceImpl.java
@@ -1,13 +1,23 @@
 package cn.iocoder.yudao.module.iot.service.devicemodelattribute;
 
+import cn.iocoder.yudao.framework.common.exception.ErrorCode;
 import cn.iocoder.yudao.module.iot.dal.dataobject.deviceattributetype.DeviceAttributeTypeDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.devicemodel.DeviceModelDO;
+import cn.iocoder.yudao.module.iot.dal.mysql.deviceattributetype.DeviceAttributeTypeMapper;
+import cn.iocoder.yudao.module.iot.service.device.TDengineService;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;
 import javax.annotation.Resource;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.transaction.annotation.Transactional;
 
+import java.sql.Timestamp;
+import java.text.SimpleDateFormat;
 import java.util.*;
+import java.util.stream.Collectors;
+
 import cn.iocoder.yudao.module.iot.controller.admin.devicemodelattribute.vo.*;
 import cn.iocoder.yudao.module.iot.dal.dataobject.devicemodelattribute.DeviceModelAttributeDO;
 import cn.iocoder.yudao.framework.common.pojo.PageResult;
@@ -31,6 +41,12 @@ public class DeviceModelAttributeServiceImpl implements DeviceModelAttributeServ
     @Resource
     private DeviceModelAttributeMapper deviceModelAttributeMapper;
 
+    @Resource
+    private TDengineService tdengineService;
+
+    @Resource
+    private DeviceAttributeTypeMapper deviceAttributeTypeMapper;
+
     @Override
     public Long createDeviceModelAttribute(DeviceModelAttributeSaveReqVO createReqVO) {
         // 插入
@@ -76,5 +92,90 @@ public class DeviceModelAttributeServiceImpl implements DeviceModelAttributeServ
         return deviceModelAttributeMapper.selectPage(pageReqVO);
     }
 
+    @Override
+    public List<Map<String, Object>> operationAnalysisDetails(Long deviceId, Long modelId,String collectionStartTime, String collectionEndTime) {
+        if(deviceId == null){
+            throw exception(DEVICE_ID_DOES_NOT_EXIST);
+        }
+        if(modelId == null){
+            throw exception(POINT_ID_MODEL_NOT_EXISTS);
+        }
+
+        List<Map<String, Object>> resultList = new ArrayList<>();
+
+        try {
+            // 1. 获取设备数据列表
+            List<Map<String, Object>> deviceDataList = tdengineService.getstDeviceDataOrderByTimeDesc(deviceId,collectionStartTime,collectionEndTime);
+
+            // 2. 获取属性类型映射
+            Map<Long, String> idToNameMap = deviceAttributeTypeMapper.selectList()
+                    .stream()
+                    .collect(Collectors.toMap(
+                            DeviceAttributeTypeDO::getId,
+                            DeviceAttributeTypeDO::getName
+                    ));
+
+            // 3. 遍历每个时间点的数据
+            for (Map<String, Object> deviceData : deviceDataList) {
+                String queryDataJson = (String) deviceData.get("queryData");
+                Timestamp timestamp = (Timestamp) deviceData.get("timestamp");
+                SimpleDateFormat sdf = new SimpleDateFormat("yy-MM-dd HH:mm:ss");
+                String formattedTime = sdf.format(timestamp);  // 例如 "26-01-06 14:30:45"
+                if (StringUtils.isNotBlank(queryDataJson) && timestamp != null) {
+                    List<Map<String, Object>> dataList = new ObjectMapper().readValue(
+                            queryDataJson,
+                            new TypeReference<List<Map<String, Object>>>() {}
+                    );
+
+                    // 按属性类型分组
+                    Map<String, List<Map<String, Object>>> groupedData = new LinkedHashMap<>();
+
+                    for (Map<String, Object> data : dataList) {
+                        if (((Integer) data.get("id")).longValue() == modelId){
+
+
+                        String attributeTypeName = "其他";
+                        String typeStr = (String) data.get("attributeType");
+                        if (typeStr != null) {
+                            try {
+                                attributeTypeName = typeStr;
+                            } catch (Exception e) {
+                                attributeTypeName = "未知";
+                            }
+                        }
+
+                        Map<String, Object> simplifiedData = new HashMap<>();
+                        simplifiedData.put("addressValue", data.get("addressValue"));
+                        simplifiedData.put("attributeName", data.get("attributeName"));
+
+                        groupedData
+                                .computeIfAbsent(attributeTypeName, k -> new ArrayList<>())
+                                .add(simplifiedData);
+                    }
+                    }
+
+                    // 创建当前时间点的Map
+                    Map<String, Object> timePointData = new LinkedHashMap<>();
+
+                    // 添加属性分组
+                    for (Map.Entry<String, List<Map<String, Object>>> entry : groupedData.entrySet()) {
+                        timePointData.put(entry.getKey(), entry.getValue());
+                    }
+
+                    // 添加收集时间
+                    timePointData.put("collectTime", formattedTime);
+
+                    resultList.add(timePointData);
+                }
+            }
+
+        } catch (Exception e) {
+            throw new RuntimeException("处理设备数据时发生异常", e);
+        }
+
+
+        return resultList;
+    }
+
 
 }
\ No newline at end of file
diff --git a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/OrganizationController.java b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/OrganizationController.java
index e4c3b32ad5..5e977f66fc 100644
--- a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/OrganizationController.java
+++ b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/OrganizationController.java
@@ -4,6 +4,7 @@ import cn.iocoder.yudao.framework.apilog.core.annotation.ApiAccessLog;
 import cn.iocoder.yudao.framework.common.pojo.CommonResult;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
 import cn.iocoder.yudao.framework.excel.core.util.ExcelUtils;
+import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.LineAnalysisTreeDTO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationListReqVO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationRespVO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationSaveReqVO;
@@ -12,6 +13,7 @@ import cn.iocoder.yudao.module.mes.service.organization.OrganizationService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.tags.Tag;
+import org.springframework.security.access.prepost.PreAuthorize;
 import org.springframework.validation.annotation.Validated;
 import org.springframework.web.bind.annotation.*;
 
@@ -92,4 +94,14 @@ public class OrganizationController {
                 organizationService.buildVOList(list));
     }
 
+
+    @GetMapping("/deviceParameterAnalysis")
+    @Operation(summary = "设备运行参数分析")
+    @PreAuthorize("@ss.hasPermission('iot:device:query')")
+    public CommonResult<List<LineAnalysisTreeDTO.LineNode>> deviceParameterAnalysis(@RequestParam(value = "keyword", required = false) String keyword) {
+        List<LineAnalysisTreeDTO.LineNode> list = organizationService.deviceParameterAnalysis(keyword);
+        return success(list);
+    }
+
+
 }
\ No newline at end of file
diff --git a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/LineAnalysisTreeDTO.java b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/LineAnalysisTreeDTO.java
new file mode 100644
index 0000000000..25b89dda3c
--- /dev/null
+++ b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/LineAnalysisTreeDTO.java
@@ -0,0 +1,58 @@
+package cn.iocoder.yudao.module.mes.controller.admin.organization.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+@Builder
+@Schema(description = "管理后台 - 产线数据运行分析 树形结构")
+public class LineAnalysisTreeDTO {
+
+    @Schema(description = "产线节点列表")
+    private List<LineNode> lines = new ArrayList<>();
+
+    // 产线节点
+    @Data
+    @Builder
+    @NoArgsConstructor
+    @AllArgsConstructor
+    public static class LineNode {
+        private Long id;        // 产线ID
+        private String name;    // 产线名称
+        private List<EquipmentNode> equipments = new ArrayList<>();
+    }
+
+    // 设备节点
+    @Data
+    @Builder
+    @NoArgsConstructor
+    @AllArgsConstructor
+    public static class EquipmentNode {
+        private Long id;        // 设备ID
+        private String name;    // 设备名称
+        private List<ParameterNode> parameters = new ArrayList<>();
+    }
+
+    // 参数节点
+    @Data
+    @Builder
+    @NoArgsConstructor
+    @AllArgsConstructor
+    public static class ParameterNode {
+        private Long id;        // 参数ID
+        private String name;    // 参数名称 (对应attributeName)
+        private String code;    // 参数编码 (对应attributeCode)
+        private String type;    // 参数类型 (对应attributeType)
+        private String dataType;// 数据类型
+        private String unit;    // 单位
+        private Double ratio;   // 倍率
+    }
+}
\ No newline at end of file
diff --git a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/OrganizationRespVO.java b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/OrganizationRespVO.java
index e3263b8bd0..6d62fecdff 100644
--- a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/OrganizationRespVO.java
+++ b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/controller/admin/organization/vo/OrganizationRespVO.java
@@ -12,7 +12,7 @@ import java.time.LocalDateTime;
 @Schema(description = "管理后台 - 产线工位 Response VO")
 @Data
 @ExcelIgnoreUnannotated
-public class OrganizationRespVO {
+    public class OrganizationRespVO {
 
     @Schema(description = "组织id", requiredMode = Schema.RequiredMode.REQUIRED, example = "9560")
     @ExcelProperty("组织id")
diff --git a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationService.java b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationService.java
index 1b5c895087..26d3fa7f00 100644
--- a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationService.java
+++ b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationService.java
@@ -2,9 +2,7 @@ package cn.iocoder.yudao.module.mes.service.organization;
 
 import cn.hutool.core.collection.CollUtil;
 import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
-import cn.iocoder.yudao.module.erp.controller.admin.product.vo.product.ErpProductRespVO;
-import cn.iocoder.yudao.module.erp.dal.dataobject.stock.ErpStockOutItemDO;
-import cn.iocoder.yudao.module.mes.controller.admin.feedingrecord.vo.FeedingRecordRespVO;
+import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.LineAnalysisTreeDTO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationListReqVO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationRespVO;
 import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationSaveReqVO;
@@ -81,4 +79,6 @@ public interface OrganizationService {
         if(ids.isEmpty())return new HashMap<>();
         return convertMap(getOrganizationVOList(ids), OrganizationDO::getId);
     }
+
+    List<LineAnalysisTreeDTO.LineNode> deviceParameterAnalysis(String keyword);
 }
\ No newline at end of file
diff --git a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationServiceImpl.java b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationServiceImpl.java
index 9cd5785bd1..275fb05b43 100644
--- a/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationServiceImpl.java
+++ b/yudao-module-mes/yudao-module-mes-biz/src/main/java/cn/iocoder/yudao/module/mes/service/organization/OrganizationServiceImpl.java
@@ -4,18 +4,13 @@ import cn.hutool.core.collection.CollUtil;
 import cn.iocoder.yudao.framework.common.util.collection.CollectionUtils;
 import cn.iocoder.yudao.framework.common.util.collection.MapUtils;
 import cn.iocoder.yudao.framework.common.util.object.BeanUtils;
-import cn.iocoder.yudao.module.erp.controller.admin.product.vo.product.ErpProductRespVO;
-import cn.iocoder.yudao.module.erp.dal.dataobject.product.ErpProductDO;
-import cn.iocoder.yudao.module.erp.dal.dataobject.stock.ErpStockOutItemDO;
 import cn.iocoder.yudao.module.iot.dal.dataobject.device.DeviceDO;
+import cn.iocoder.yudao.module.iot.dal.devicecontactmodel.DeviceContactModelDO;
+import cn.iocoder.yudao.module.iot.dal.mysql.device.DeviceMapper;
+import cn.iocoder.yudao.module.iot.dal.mysql.devicecontactmodel.DeviceContactModelMapper;
 import cn.iocoder.yudao.module.iot.service.device.DeviceService;
-import cn.iocoder.yudao.module.mes.controller.admin.feedingrecord.vo.FeedingRecordRespVO;
-import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrgClassEnum;
-import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationListReqVO;
-import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationRespVO;
-import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.OrganizationSaveReqVO;
+import cn.iocoder.yudao.module.mes.controller.admin.organization.vo.*;
 import cn.iocoder.yudao.module.mes.controller.admin.orgworker.vo.OrgWorkerPageReqVO;
-import cn.iocoder.yudao.module.mes.dal.dataobject.machine.MachineComponentDO;
 import cn.iocoder.yudao.module.mes.dal.dataobject.organization.OrganizationDO;
 import cn.iocoder.yudao.module.mes.dal.dataobject.orgworker.OrgWorkerDO;
 import cn.iocoder.yudao.module.mes.dal.mysql.organization.OrganizationMapper;
@@ -24,6 +19,7 @@ import cn.iocoder.yudao.module.mes.dal.redis.no.MesNoRedisDAO;
 import cn.iocoder.yudao.module.mes.service.machine.MachineComponentService;
 import cn.iocoder.yudao.module.system.api.user.AdminUserApi;
 import cn.iocoder.yudao.module.system.api.user.dto.AdminUserRespDTO;
+import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.stereotype.Service;
 import org.springframework.validation.annotation.Validated;
@@ -31,6 +27,7 @@ import org.springframework.validation.annotation.Validated;
 import javax.annotation.Resource;
 import java.time.LocalDateTime;
 import java.util.*;
+import java.util.function.Function;
 import java.util.stream.Collectors;
 
 import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
@@ -55,7 +52,10 @@ public class OrganizationServiceImpl implements OrganizationService {
     private MesNoRedisDAO noRedisDAO;
     @Resource
     private AdminUserApi adminUserApi;
-
+    @Resource
+    private DeviceContactModelMapper deviceContactModelMapper;
+    @Resource
+    private DeviceMapper deviceMapper;
     @Override
     public Long createOrganization(OrganizationSaveReqVO createReqVO) {
         // 校验父组织id的有效性
@@ -255,4 +255,320 @@ public class OrganizationServiceImpl implements OrganizationService {
         List<OrganizationDO> list = organizationMapper.selectBatchIds(ids);
         return list;
     }
+
+    @Override
+    public List<LineAnalysisTreeDTO.LineNode> deviceParameterAnalysis(String keyword) {
+
+        //1. 获取产线集合
+        OrganizationListReqVO organizationListReqVO = new OrganizationListReqVO();
+        List<OrganizationDO> organizationDOS = getOrganizationList(organizationListReqVO);
+        List<OrganizationRespVO> organizationRespVOS = buildVOList(organizationDOS);
+        if (com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isEmpty(organizationRespVOS)) {
+            return  Collections.emptyList();
+        }
+
+        // 2. 获取所有有machineId的产线
+        List<Long> machineIds = organizationRespVOS.stream()
+                .map(OrganizationRespVO::getMachineId)
+                .filter(Objects::nonNull)
+                .collect(Collectors.toList());
+
+        // 3. 根据machineId查询设备
+        List<DeviceDO> allDevices = Collections.emptyList();
+        if (!machineIds.isEmpty()) {
+            LambdaQueryWrapper<DeviceDO> deviceWrapper = new LambdaQueryWrapper<>();
+            deviceWrapper.in(DeviceDO::getId, machineIds)
+                    .eq(DeviceDO::getIsEnable, true);
+            allDevices = deviceMapper.selectList(deviceWrapper);
+        }
+
+        // 4. 获取所有参数
+        List<DeviceContactModelDO> allParameters = getAllParameters(allDevices);
+
+
+        // 5. 构建映射关系
+        Map<Long, DeviceDO> deviceById = allDevices.stream()
+                .collect(Collectors.toMap(DeviceDO::getId, Function.identity()));
+
+        // 6. 构建设备按产线分组的映射
+        Map<Long, List<DeviceDO>> devicesByLineId = new HashMap<>();
+        for (OrganizationRespVO line : organizationRespVOS) {
+            if (line.getMachineId() != null) {
+                DeviceDO device = deviceById.get(line.getMachineId());
+                if (device != null) {
+                    devicesByLineId.computeIfAbsent(line.getId(), k -> new ArrayList<>())
+                            .add(device);
+                }
+            }
+        }
+
+        Map<Long, List<DeviceContactModelDO>> paramsByDeviceId = allParameters.stream()
+                .filter(param -> param.getDeviceId() != null)
+                .collect(Collectors.groupingBy(DeviceContactModelDO::getDeviceId));
+
+        // 7. 构建树结构
+        return buildTreeStructureWithKeyword(organizationRespVOS, devicesByLineId, paramsByDeviceId,keyword);
+
+    }
+    private List<LineAnalysisTreeDTO.LineNode> buildTreeStructureWithKeyword(List<OrganizationRespVO> lines,
+                                                                             Map<Long, List<DeviceDO>> devicesByLineId,
+                                                                             Map<Long, List<DeviceContactModelDO>> paramsByDeviceId,
+                                                                             String keyword) {
+
+        // 统一处理关键词
+        boolean hasKeyword = StringUtils.isNotBlank(keyword);
+        String lowerKeyword = hasKeyword ? keyword.toLowerCase() : "";
+
+        // 记录匹配情况
+        Map<Long, Boolean> lineMatchedMap = new HashMap<>();
+        Map<Long, Boolean> deviceMatchedMap = new HashMap<>();
+
+        // 第一遍：分析匹配情况
+        for (OrganizationRespVO line : lines) {
+            // 产线是否匹配
+            boolean lineMatch = !hasKeyword ||
+                    (line.getName() != null && line.getName().toLowerCase().contains(lowerKeyword));
+            lineMatchedMap.put(line.getId(), lineMatch);
+
+            // 检查该产线的设备
+            List<DeviceDO> lineDevices = devicesByLineId.getOrDefault(line.getId(), new ArrayList<>());
+            for (DeviceDO device : lineDevices) {
+                // 设备是否匹配
+                boolean deviceMatch = !hasKeyword ||
+                        (device.getDeviceName() != null &&
+                                device.getDeviceName().toLowerCase().contains(lowerKeyword));
+                deviceMatchedMap.put(device.getId(), deviceMatch);
+            }
+        }
+
+        // 第二遍：构建树结构
+        return lines.stream().map(line -> {
+                    boolean lineMatch = lineMatchedMap.getOrDefault(line.getId(), false);
+
+                    // 关键修改：如果产线匹配，跳过后续的设备过滤逻辑
+                    if (hasKeyword && !lineMatch) {
+                        // 检查产线下是否有匹配的设备或参数
+                        boolean hasMatchingDeviceOrParam = checkIfLineHasMatchingDeviceOrParam(
+                                line, devicesByLineId, paramsByDeviceId, lowerKeyword, deviceMatchedMap);
+                        if (!hasMatchingDeviceOrParam) {
+                            return null;
+                        }
+                    }
+
+                    // 获取该产线的设备
+                    List<DeviceDO> lineDevices = devicesByLineId.getOrDefault(line.getId(), new ArrayList<>());
+
+                    // 构建设备节点
+                    List<LineAnalysisTreeDTO.EquipmentNode> equipmentNodes = lineDevices.stream()
+                            .map(device -> {
+                                boolean deviceMatch = deviceMatchedMap.getOrDefault(device.getId(), false);
+
+                                // 关键修改：如果产线匹配，保留所有设备
+                                if (lineMatch) {
+                                    // 产线匹配时，保留该设备
+                                    List<DeviceContactModelDO> deviceParams = paramsByDeviceId.getOrDefault(device.getId(), new ArrayList<>());
+
+                                    // 产线匹配时，显示所有参数
+                                    List<LineAnalysisTreeDTO.ParameterNode> parameterNodes = deviceParams.stream()
+                                            .map(this::buildParameterNode)
+                                            .collect(Collectors.toList());
+
+                                    return LineAnalysisTreeDTO.EquipmentNode.builder()
+                                            .id(device.getId())
+                                            .name(device.getDeviceName())
+                                            .parameters(parameterNodes)
+                                            .build();
+                                }
+
+                                // 以下为原有逻辑：产线不匹配时的处理
+                                if (hasKeyword && !deviceMatch) {
+                                    boolean hasMatchingParam = checkIfDeviceHasMatchingParam(
+                                            device, paramsByDeviceId, lowerKeyword);
+                                    if (!hasMatchingParam) {
+                                        return null;
+                                    }
+                                }
+
+                                List<DeviceContactModelDO> deviceParams = paramsByDeviceId.getOrDefault(device.getId(), new ArrayList<>());
+
+                                // 构建参数节点
+                                List<LineAnalysisTreeDTO.ParameterNode> parameterNodes = deviceParams.stream()
+                                        .filter(param -> {
+                                            if (!hasKeyword) {
+                                                return true; // 没有关键词，显示所有
+                                            }
+
+                                            // 有关键词时：
+                                            // 如果设备匹配，显示所有参数
+                                            if (deviceMatch) {
+                                                return true;
+                                            }
+
+                                            // 否则，只显示匹配的参数
+                                            return isParameterMatch(param, lowerKeyword);
+                                        })
+                                        .map(this::buildParameterNode)
+                                        .collect(Collectors.toList());
+
+                                return LineAnalysisTreeDTO.EquipmentNode.builder()
+                                        .id(device.getId())
+                                        .name(device.getDeviceName())
+                                        .parameters(parameterNodes)
+                                        .build();
+                            })
+                            .filter(Objects::nonNull)
+                            .filter(equipmentNode -> !lineMatch || !equipmentNode.getParameters().isEmpty())  // 修改过滤条件
+                            .collect(Collectors.toList());
+
+                    // 构建设备节点
+                    return LineAnalysisTreeDTO.LineNode.builder()
+                            .id(line.getId())
+                            .name(line.getName())
+                            .equipments(equipmentNodes)
+                            .build();
+                })
+                .filter(Objects::nonNull)
+                .filter(lineNode -> !hasKeyword || lineMatchedMap.getOrDefault(lineNode.getId(), false) || !lineNode.getEquipments().isEmpty())
+                .collect(Collectors.toList());
+    }
+
+    /**
+     * 检查产线下是否有匹配的设备或参数
+     */
+    private boolean checkIfLineHasMatchingDeviceOrParam(OrganizationRespVO line,
+                                                        Map<Long, List<DeviceDO>> devicesByLineId,
+                                                        Map<Long, List<DeviceContactModelDO>> paramsByDeviceId,
+                                                        String lowerKeyword,
+                                                        Map<Long, Boolean> deviceMatchedMap) {
+
+        List<DeviceDO> lineDevices = devicesByLineId.getOrDefault(line.getId(), new ArrayList<>());
+
+        for (DeviceDO device : lineDevices) {
+            // 检查设备是否匹配
+            boolean deviceMatch = deviceMatchedMap.getOrDefault(device.getId(), false);
+            if (deviceMatch) {
+                return true;
+            }
+
+            // 检查设备下的参数是否匹配
+            List<DeviceContactModelDO> deviceParams = paramsByDeviceId.getOrDefault(device.getId(), new ArrayList<>());
+            boolean hasMatchingParam = deviceParams.stream()
+                    .anyMatch(param -> isParameterMatch(param, lowerKeyword));
+            if (hasMatchingParam) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    /**
+     * 检查设备下是否有匹配的参数
+     */
+    private boolean checkIfDeviceHasMatchingParam(DeviceDO device,
+                                                  Map<Long, List<DeviceContactModelDO>> paramsByDeviceId,
+                                                  String lowerKeyword) {
+
+        List<DeviceContactModelDO> deviceParams = paramsByDeviceId.getOrDefault(device.getId(), new ArrayList<>());
+        return deviceParams.stream()
+                .anyMatch(param -> isParameterMatch(param, lowerKeyword));
+    }
+    private List<LineAnalysisTreeDTO.LineNode> buildTreeStructure(List<OrganizationRespVO> lines,
+                                                                  Map<Long, List<DeviceDO>> devicesByLineId,
+                                                                  Map<Long, List<DeviceContactModelDO>> paramsByDeviceId) {
+        return lines.stream().map(line -> {
+            LineAnalysisTreeDTO.LineNode lineNode = LineAnalysisTreeDTO.LineNode.builder()
+                    .id(line.getId())
+                    .name(line.getName())
+                    .build();
+
+            // 获取该产线的设备
+            List<DeviceDO> lineDevices = devicesByLineId.getOrDefault(line.getId(), new ArrayList<>());
+
+            // 构建设备节点
+            List<LineAnalysisTreeDTO.EquipmentNode> equipmentNodes = lineDevices.stream()
+                    .map(device -> buildEquipmentNode(device, paramsByDeviceId))
+                    .collect(Collectors.toList());
+
+            lineNode.setEquipments(equipmentNodes);
+            return lineNode;
+        }).collect(Collectors.toList());
+    }
+
+    /**
+     * 判断参数是否匹配关键词
+     */
+    private boolean isParameterMatch(DeviceContactModelDO param, String lowerKeyword) {
+        if (StringUtils.isBlank(lowerKeyword)) {
+            return true;
+        }
+
+        return (param.getAttributeName() != null && param.getAttributeName().toLowerCase().contains(lowerKeyword)) ||
+                (param.getAttributeCode() != null && param.getAttributeCode().toLowerCase().contains(lowerKeyword));
+    }
+
+
+    /**
+     * 构建设备节点
+     */
+    private LineAnalysisTreeDTO.EquipmentNode buildEquipmentNode(DeviceDO device,
+                                                                 Map<Long, List<DeviceContactModelDO>> paramsByDeviceId) {
+        LineAnalysisTreeDTO.EquipmentNode equipmentNode = LineAnalysisTreeDTO.EquipmentNode.builder()
+                .id(device.getId())
+                .name(device.getDeviceName())
+                .build();
+
+        // 获取设备参数
+        List<DeviceContactModelDO> deviceParams =
+                paramsByDeviceId.getOrDefault(device.getId(), new ArrayList<>());
+
+        // 构建参数节点
+        List<LineAnalysisTreeDTO.ParameterNode> parameterNodes = deviceParams.stream()
+                .map(this::buildParameterNode)
+                .collect(Collectors.toList());
+
+        equipmentNode.setParameters(parameterNodes);
+        return equipmentNode;
+    }
+
+    /**
+     * 构建参数节点
+     */
+    private LineAnalysisTreeDTO.ParameterNode buildParameterNode(DeviceContactModelDO param) {
+        return LineAnalysisTreeDTO.ParameterNode.builder()
+                .id(param.getId())
+                .name(param.getAttributeName())
+                .code(param.getAttributeCode())
+                .type(param.getAttributeType())
+                .dataType(param.getDataType())
+                .unit(param.getDataUnit())
+                .ratio(param.getRatio())
+                .build();
+    }
+
+
+    private List<DeviceContactModelDO> getAllParameters(List<DeviceDO> devices) {
+
+        if (com.baomidou.mybatisplus.core.toolkit.CollectionUtils.isEmpty(devices)) {
+            return Collections.emptyList();
+        }
+
+        List<Long> deviceIds = devices.stream()
+                .map(DeviceDO::getId)
+                .collect(Collectors.toList());
+
+        LambdaQueryWrapper<DeviceContactModelDO> wrapper = new LambdaQueryWrapper<>();
+        wrapper.in(DeviceContactModelDO::getDeviceId, deviceIds)
+                .orderByAsc(DeviceContactModelDO::getSort); // 按排序字段排序
+
+        List<DeviceContactModelDO> result = deviceContactModelMapper.selectList(wrapper);
+
+        // 调试日志
+        System.out.println("查询条件: 设备IDs=" + deviceIds);
+        System.out.println("查询结果数量: " + result.size());
+
+        return result;
+    }
+
+
 }
\ No newline at end of file