diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmClassController.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmClassController.java
index b39630c..ed8c8ae 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmClassController.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmClassController.java
@@ -95,17 +95,4 @@ public class AlgorithmClassController {
         }
     }
 
-    @PostMapping("/callAlgorithmAnalyse")
-    @ApiOperation("调用算法分析")
-    public ResponseResult callAlgorithmAnalyse(String id) {
-        if (StrUtil.isBlank(id)) {
-            return ResponseResult.error("算法分类id为空");
-        }
-        boolean isOK = algorithmClassService.deleteAlgorithmClass(id);
-        if (isOK) {
-            return ResponseResult.success();
-        } else {
-            return ResponseResult.error();
-        }
-    }
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmParamsController.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmParamsController.java
index 89851e9..8bb0505 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmParamsController.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/controller/AlgorithmParamsController.java
@@ -1,5 +1,7 @@
 package com.yfd.platform.modules.algorithm.controller;
 
+import cn.hutool.core.util.StrUtil;
+import cn.hutool.json.JSONObject;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import com.yfd.platform.config.ResponseResult;
 import com.yfd.platform.modules.algorithm.domain.AlgorithmClass;
@@ -37,11 +39,11 @@ public class AlgorithmParamsController {
         return ResponseResult.successData(algorithmClassList);
     }
 
-
     @GetMapping("/getAlgorithmParamsNameList")
-    @ApiOperation("根据算法id过去参数名称")
-    public ResponseResult getAlgorithmParamsNameList(String algorithmId) {
-        List<Map<String, Object>> algorithmClassList = algorithmParamsService.getAlgorithmParamsNameList(algorithmId);
+    @ApiOperation("获取参数名称")
+    public ResponseResult getAlgorithmParamsNameList(String algorithmId, String componentId) {
+        List<Map<String, Object>> algorithmClassList = algorithmParamsService.getAlgorithmParamsNameList(algorithmId,
+                componentId);
         return ResponseResult.successData(algorithmClassList);
     }
 
@@ -88,4 +90,14 @@ public class AlgorithmParamsController {
             return ResponseResult.error();
         }
     }
+
+    @PostMapping("/callAlgorithmAnalyse")
+    @ApiOperation("调用算法分析")
+    public ResponseResult callAlgorithmAnalyse(String id,String componentId) {
+        if (StrUtil.isBlank(id)) {
+            return ResponseResult.error("算法分类id为空");
+        }
+        JSONObject data = algorithmParamsService.callAlgorithmAnalyse(id, componentId);
+        return ResponseResult.successData(data);
+    }
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/mapper/AlgorithmParamsMapper.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/mapper/AlgorithmParamsMapper.java
index 26f9cb6..79a3061 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/mapper/AlgorithmParamsMapper.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/mapper/AlgorithmParamsMapper.java
@@ -18,5 +18,5 @@ public interface AlgorithmParamsMapper extends BaseMapper<AlgorithmParams> {
 
     List<Map<String, Object>> getAlgorithmParamsList(String algorithmId,String componentId);
 
-    List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId);
+    List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId,String componentId);
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/IAlgorithmParamsService.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/IAlgorithmParamsService.java
index 7d25f09..406d699 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/IAlgorithmParamsService.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/IAlgorithmParamsService.java
@@ -1,5 +1,6 @@
 package com.yfd.platform.modules.algorithm.service;
 
+import cn.hutool.json.JSONObject;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import com.yfd.platform.modules.algorithm.domain.AlgorithmParams;
 import com.baomidou.mybatisplus.extension.service.IService;
@@ -27,5 +28,8 @@ public interface IAlgorithmParamsService extends IService<AlgorithmParams> {
 
     boolean deleteAlgorithmParams(String id);
 
-    List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId);
+    List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId,String componentId);
+
+    JSONObject callAlgorithmAnalyse(String id, String componentId);
+
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmDeviceServiceImpl.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmDeviceServiceImpl.java
index 8a9be0f..7a8fad4 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmDeviceServiceImpl.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmDeviceServiceImpl.java
@@ -1,5 +1,6 @@
 package com.yfd.platform.modules.algorithm.service.impl;
 
+import cn.hutool.core.date.DateUtil;
 import cn.hutool.core.util.NumberUtil;
 import cn.hutool.core.util.StrUtil;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
@@ -11,17 +12,20 @@ import com.yfd.platform.modules.auxcontrol.domain.DeviceSignal;
 import com.yfd.platform.modules.auxcontrol.domain.DeviceWorkData;
 import com.yfd.platform.modules.auxcontrol.mapper.DeviceSignalMapper;
 import com.yfd.platform.modules.auxcontrol.service.IDeviceWorkDataService;
+import com.yfd.platform.modules.basedata.domain.SubstationDevice;
+import com.yfd.platform.modules.basedata.mapper.SubstationDeviceMapper;
+import com.yfd.platform.modules.patroltask.domain.TaskResult;
+import com.yfd.platform.modules.patroltask.mapper.TaskResultMapper;
 import com.yfd.platform.utils.SecurityUtils;
 import org.springframework.stereotype.Service;
 
 import javax.annotation.Resource;
 import java.time.LocalDateTime;
+import java.time.ZoneId;
 import java.time.format.DateTimeFormatter;
+import java.time.format.DateTimeParseException;
 import java.time.temporal.ChronoUnit;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.stream.Collectors;
 
 /**
@@ -41,6 +45,10 @@ public class AlgorithmDeviceServiceImpl extends ServiceImpl<AlgorithmDeviceMappe
     private DeviceSignalMapper deviceSignalMapper;
     @Resource
     private IDeviceWorkDataService deviceWorkDataService;
+    @Resource
+    private TaskResultMapper taskResultMapper;
+    @Resource
+    private SubstationDeviceMapper substationDeviceMapper;
 
     /**********************************
      * 用途说明: 批量新增算法分类部件点位关联数据
@@ -79,15 +87,23 @@ public class AlgorithmDeviceServiceImpl extends ServiceImpl<AlgorithmDeviceMappe
         List<String> deviceIdList = groupedDevices.get("1");
         List<String> signalIdList = groupedDevices.get("2");
         if (deviceIdList != null && deviceIdList.size() > 0) {
-
+            List<TaskResult> deviceWorkDataList = taskResultMapper.getResultCurveData(deviceIdList);
+            Map<String, List<TaskResult>> collect =
+                    deviceWorkDataList.stream().collect(Collectors.groupingBy(TaskResult::getDeviceId));
+            for (String deviceId : collect.keySet()) {
+                List<TaskResult> taskResults = collect.get(deviceId);
+                Map<String, Object> map = processDeviceData(taskResults, deviceId);
+                deviceDataList.add(map);
+            }
         }
         if (signalIdList != null && signalIdList.size() > 0) {
             List<DeviceWorkData> deviceWorkDataList = deviceWorkDataService.getHistoricalCurveList(signalIdList);
             Map<String, List<DeviceWorkData>> collect =
                     deviceWorkDataList.stream().collect(Collectors.groupingBy(DeviceWorkData::getSignalId));
+
             for (String signalId : collect.keySet()) {
                 List<DeviceWorkData> deviceWorkDataGroup = collect.get(signalId);
-                Map<String, Object> map = processDeviceData(deviceWorkDataGroup, signalId);
+                Map<String, Object> map = processSignalData(deviceWorkDataGroup, signalId);
                 deviceDataList.add(map);
             }
 
@@ -96,7 +112,13 @@ public class AlgorithmDeviceServiceImpl extends ServiceImpl<AlgorithmDeviceMappe
         return deviceDataList;
     }
 
-    public Map<String, Object> processDeviceData(List<DeviceWorkData> deviceWorkDataList, String signalId) {
+    /**********************************
+    * 用途说明: 绘制信号ECharts折线图
+    * 参数说明 deviceWorkDataList 信号数据
+    * 参数说明 signalId 信号id
+    * 返回值说明: java.util.Map<java.lang.String,java.lang.Object>
+    ***********************************/
+    public Map<String, Object> processSignalData(List<DeviceWorkData> deviceWorkDataList, String signalId) {
         // 生成过去60分钟的分钟时间槽
         LocalDateTime now = LocalDateTime.now().truncatedTo(ChronoUnit.MINUTES);
         LocalDateTime startTime = now.minusMinutes(59);
@@ -153,4 +175,96 @@ public class AlgorithmDeviceServiceImpl extends ServiceImpl<AlgorithmDeviceMappe
         return result;
     }
 
+
+    /**********************************
+    * 用途说明: 绘制点位ECharts折线图
+    * 参数说明 taskResults 点位数据
+    * 参数说明 deviceId 点位id
+    * 返回值说明: java.util.Map<java.lang.String,java.lang.Object>
+    ***********************************/
+    public Map<String, Object> processDeviceData(List<TaskResult> taskResults, String deviceId) {
+        // 定义时间格式解析器
+        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+
+        // 预处理：过滤无效数据并解析时间
+        List<ProcessedData> processedList = new ArrayList<>();
+        for (TaskResult result : taskResults) {
+            try {
+                // 解析时间字符串为LocalDateTime（仅用于排序）
+                LocalDateTime dateTime = LocalDateTime.parse(result.getPatroldeviceDate(), formatter);
+
+                // 解析数值
+                double value;
+                try {
+                    value = NumberUtil.parseDouble(result.getValue());
+                } catch (Exception e) {
+                    // 非数值处理为0
+                    value = 0.0;
+                }
+
+                processedList.add(new ProcessedData(
+                        result.getPatroldeviceDate(),
+                        value,
+                        dateTime
+                ));
+            } catch (DateTimeParseException e) {
+                // 时间解析失败时跳过此条记录
+                System.err.println("Invalid date format: " + result.getPatroldeviceDate());
+            }
+        }
+
+        // 按时间排序（基于解析后的LocalDateTime）
+        processedList.sort(Comparator.comparing(ProcessedData::getDateTime));
+
+        // 构建ECharts数据结构
+        Map<String, Object> result = new LinkedHashMap<>();
+
+
+        Map<String, Object> xAxis = new LinkedHashMap<>();
+        xAxis.put("type", "category");  // 关键变化点
+        xAxis.put("data", processedList.stream()
+                .map(ProcessedData::getOriginalDate) // 直接使用原始字符串
+                .collect(Collectors.toList()));
+        result.put("xAxis", xAxis);
+
+
+        Map<String, Object> yAxis = new HashMap<>();
+        yAxis.put("type", "value");
+        result.put("yAxis", yAxis);
+
+
+        List<Double> seriesData = processedList.stream()
+                .map(ProcessedData::getValue)
+                .collect(Collectors.toList());
+
+        SubstationDevice substationDevice = substationDeviceMapper.selectById(deviceId);
+        String name = substationDevice == null ? "" : substationDevice.getDeviceName();
+        Map<String, Object> series = new LinkedHashMap<>();
+        series.put("name", name);
+        series.put("type", "line");
+        series.put("data", seriesData);  // 直接对应xAxis.data的顺序
+        result.put("series", Collections.singletonList(series));
+
+        return result;
+    }
+
+
+    private static class ProcessedData {
+        // 原始时间字符串（用于最终展示）
+        private final String originalDate;
+        private final double value;
+        // 仅用于排序
+        private final LocalDateTime dateTime;
+
+        public ProcessedData(String originalDate, double value, LocalDateTime dateTime) {
+            this.originalDate = originalDate;
+            this.value = value;
+            this.dateTime = dateTime;
+        }
+
+        public String getOriginalDate() { return originalDate; }
+        public double getValue() { return value; }
+        public LocalDateTime getDateTime() { return dateTime; }
+    }
+
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmParamsServiceImpl.java b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmParamsServiceImpl.java
index 9792614..d3ff05d 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmParamsServiceImpl.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/algorithm/service/impl/AlgorithmParamsServiceImpl.java
@@ -1,7 +1,9 @@
 package com.yfd.platform.modules.algorithm.service.impl;
 
+import cn.hutool.json.JSONObject;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
 import com.yfd.platform.modules.algorithm.domain.AlgorithmParams;
+import com.yfd.platform.modules.algorithm.mapper.AlgorithmDeviceMapper;
 import com.yfd.platform.modules.algorithm.mapper.AlgorithmParamsMapper;
 import com.yfd.platform.modules.algorithm.service.IAlgorithmParamsService;
 import org.springframework.stereotype.Service;
@@ -23,10 +25,12 @@ public class AlgorithmParamsServiceImpl extends ServiceImpl<AlgorithmParamsMappe
 
     @Resource
     private AlgorithmParamsMapper algorithmParamsMapper;
+    @Resource
+    private AlgorithmDeviceMapper algorithmDeviceMapper;
 
     @Override
-    public List<Map<String, Object>> getAlgorithmParamsList(String algorithmId,String componentId) {
-        return algorithmParamsMapper.getAlgorithmParamsList(algorithmId,componentId);
+    public List<Map<String, Object>> getAlgorithmParamsList(String algorithmId, String componentId) {
+        return algorithmParamsMapper.getAlgorithmParamsList(algorithmId, componentId);
     }
 
     @Override
@@ -50,7 +54,13 @@ public class AlgorithmParamsServiceImpl extends ServiceImpl<AlgorithmParamsMappe
     }
 
     @Override
-    public List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId) {
-        return algorithmParamsMapper.getAlgorithmParamsNameList(algorithmId);
+    public List<Map<String, Object>> getAlgorithmParamsNameList(String algorithmId, String componentId) {
+        return algorithmParamsMapper.getAlgorithmParamsNameList(algorithmId, componentId);
+    }
+
+    @Override
+    public JSONObject callAlgorithmAnalyse(String id, String componentId) {
+
+        return null;
     }
 }
diff --git a/riis-system/src/main/java/com/yfd/platform/modules/patroltask/mapper/TaskResultMapper.java b/riis-system/src/main/java/com/yfd/platform/modules/patroltask/mapper/TaskResultMapper.java
index a7abb7f..fbe58af 100644
--- a/riis-system/src/main/java/com/yfd/platform/modules/patroltask/mapper/TaskResultMapper.java
+++ b/riis-system/src/main/java/com/yfd/platform/modules/patroltask/mapper/TaskResultMapper.java
@@ -210,4 +210,6 @@ public interface TaskResultMapper extends BaseMapper<TaskResult> {
     List<TaskResult> getNonCoherentResult(String areaId,String bayId,String mainDeviceId,String componentId,String recognitionTypeList,String meterType,String resultId,String taskTodoId,String phase);
 
     Page<Map<String, Object>> getHistoryDevice(Page<Map<String, Object>> page, String startDate, String endDate, String deviceId);
+
+    List<TaskResult> getResultCurveData(List<String> deviceIdList);
 }
diff --git a/riis-system/src/main/resources/mapper/algorithm/AlgorithmDeviceMapper.xml b/riis-system/src/main/resources/mapper/algorithm/AlgorithmDeviceMapper.xml
index 8e013af..1b1bda5 100644
--- a/riis-system/src/main/resources/mapper/algorithm/AlgorithmDeviceMapper.xml
+++ b/riis-system/src/main/resources/mapper/algorithm/AlgorithmDeviceMapper.xml
@@ -14,10 +14,10 @@
         WHERE
             ap.param_fixed = '1'
         <if test="algorithmId != null and algorithmId != ''">
-            AND ad.algorithm_id LIKE CONCAT('%',#{algorithmId},'%')
+            AND ad.algorithm_id = #{algorithmId}
         </if>
         <if test="componentId != null and componentId != ''">
-            AND ad.component_id LIKE CONCAT('%',#{componentId},'%')
+            AND ad.component_id =#{componentId}
         </if>
     </select>
     <select id="getAlgorithmDeviceType" resultType="java.util.Map">
@@ -30,10 +30,10 @@
         WHERE
             ap.param_fixed = '0'
         <if test="algorithmId != null and algorithmId != ''">
-            AND ad.algorithm_id LIKE CONCAT('%',#{algorithmId},'%')
+            AND ad.algorithm_id =#{algorithmId}
         </if>
         <if test="componentId != null and componentId != ''">
-            AND ad.component_id LIKE CONCAT('%',#{componentId},'%')
+            AND ad.component_id =#{componentId}
         </if>
     </select>
 </mapper>
diff --git a/riis-system/src/main/resources/mapper/algorithm/AlgorithmParamsMapper.xml b/riis-system/src/main/resources/mapper/algorithm/AlgorithmParamsMapper.xml
index 07586ec..c978880 100644
--- a/riis-system/src/main/resources/mapper/algorithm/AlgorithmParamsMapper.xml
+++ b/riis-system/src/main/resources/mapper/algorithm/AlgorithmParamsMapper.xml
@@ -34,15 +34,20 @@
     </select>
     <select id="getAlgorithmParamsNameList" resultType="java.util.Map">
         SELECT
-            id,
-            param_name,
-            param_type,
-            param_unit
+        ap.param_unit,
+        ap.param_name,
+        ap.id
         FROM
-            iis_algorithm_params
-            WHERE 1=1
+        iis_algorithm_params ap
+        LEFT JOIN iis_algorithm_device ad
+        ON ap.id = ad.param_id
+        <!-- 动态添加 component_id 匹配条件 -->
+        <if test="componentId != null and componentId != ''">
+            AND ad.component_id = #{componentId}
+        </if>
+        WHERE 1=1 AND ap.param_fixed='0'
         <if test="algorithmId != null and algorithmId != ''">
-            AND algorithm_id = #{algorithmId}
+            AND ap.algorithm_id = #{algorithmId}
         </if>
     </select>
 </mapper>
diff --git a/riis-system/src/main/resources/mapper/patroltask/TaskResultMapper.xml b/riis-system/src/main/resources/mapper/patroltask/TaskResultMapper.xml
index 04b724b..b3c6f54 100644
--- a/riis-system/src/main/resources/mapper/patroltask/TaskResultMapper.xml
+++ b/riis-system/src/main/resources/mapper/patroltask/TaskResultMapper.xml
@@ -911,4 +911,28 @@ ORDER BY
             AND t.patroldevice_date &lt;= #{endDate}
         </if>
     </select>
+    <select id="getResultCurveData" resultType="com.yfd.platform.modules.patroltask.domain.TaskResult">
+        SELECT
+        device_id,
+        value,
+        patroldevice_date
+        FROM (
+        SELECT
+        *,
+        ROW_NUMBER() OVER (
+        PARTITION BY device_id
+        ORDER BY patroldevice_date DESC
+        ) AS row_num
+        FROM iis_task_result
+        WHERE flag='2' AND device_id  IN
+        <foreach collection="deviceIdList" item="deviceId" open="(" separator=","
+                 close=")">
+            #{deviceId}
+        </foreach>
+
+        ) AS ranked
+        WHERE row_num &lt;= 60
+        ORDER BY device_id, patroldevice_date DESC;
+
+    </select>
 </mapper>