diff --git a/backend/app/services/ai/knowledge_analysis_v2.py b/backend/app/services/ai/knowledge_analysis_v2.py
index eafc93a..ea0eeef 100644
--- a/backend/app/services/ai/knowledge_analysis_v2.py
+++ b/backend/app/services/ai/knowledge_analysis_v2.py
@@ -176,7 +176,7 @@ class KnowledgeAnalysisServiceV2:
         """
         提取文档内容
         
-        支持：PDF、Word（docx）、文本文件
+        支持：PDF、Word（docx）、Excel（xlsx/xls）、文本文件
         """
         suffix = file_path.suffix.lower()
         
@@ -185,6 +185,8 @@ class KnowledgeAnalysisServiceV2:
                 return await self._extract_pdf_content(file_path)
             elif suffix in ['.docx', '.doc']:
                 return await self._extract_docx_content(file_path)
+            elif suffix in ['.xlsx', '.xls']:
+                return await self._extract_excel_content(file_path)
             elif suffix in ['.txt', '.md', '.text']:
                 return await self._extract_text_content(file_path)
             else:
@@ -272,6 +274,35 @@ class KnowledgeAnalysisServiceV2:
             logger.error(f"文本文件读取失败: {e}")
             raise ValueError(f"文本文件读取失败: {e}")
     
+    async def _extract_excel_content(self, file_path: Path) -> str:
+        """提取 Excel 文件内容"""
+        try:
+            from openpyxl import load_workbook
+            
+            wb = load_workbook(str(file_path), read_only=True, data_only=True)
+            text_parts = []
+            
+            for sheet_name in wb.sheetnames:
+                sheet = wb[sheet_name]
+                text_parts.append(f"【工作表: {sheet_name}】")
+                
+                for row in sheet.iter_rows(values_only=True):
+                    # 过滤空行
+                    row_values = [str(cell) if cell is not None else '' for cell in row]
+                    if any(v.strip() for v in row_values):
+                        text_parts.append(' | '.join(row_values))
+            
+            wb.close()
+            content = '\n'.join(text_parts)
+            return self._clean_content(content)
+            
+        except ImportError:
+            logger.error("openpyxl 未安装，无法读取 Excel 文件")
+            raise ValueError("服务器未安装 Excel 读取组件(openpyxl)")
+        except Exception as e:
+            logger.error(f"Excel 文件读取失败: {e}")
+            raise ValueError(f"Excel 文件读取失败: {e}")
+    
     def _clean_content(self, content: str) -> str:
         """清理和截断内容"""
         # 移除多余空白
diff --git a/frontend/src/views/manager/student-scores.vue b/frontend/src/views/manager/student-scores.vue
index 0efb172..5341591 100644
--- a/frontend/src/views/manager/student-scores.vue
+++ b/frontend/src/views/manager/student-scores.vue
@@ -62,12 +62,14 @@
           </el-select>
         </el-form-item>
         <el-form-item label="课程">
-          <el-select v-model="filterForm.course" placeholder="请选择" clearable>
-            <el-option label="全部课程" value="" />
-            <el-option label="皮肤管理基础" value="skin_management" />
-            <el-option label="美容产品知识" value="beauty_products" />
-            <el-option label="客户沟通技巧" value="communication" />
-            <el-option label="轻医美项目" value="light_medical" />
+          <el-select v-model="filterForm.courseId" placeholder="请选择课程" clearable style="width: 200px">
+            <el-option label="全部课程" :value="null" />
+            <el-option 
+              v-for="course in courseList" 
+              :key="course.id" 
+              :label="course.name" 
+              :value="course.id" 
+            />
           </el-select>
         </el-form-item>
         <el-form-item label="成绩范围">
@@ -323,6 +325,7 @@
 import { ref, reactive, computed, onMounted } from 'vue'
 import { ElMessage, ElMessageBox } from 'element-plus'
 import { getStudentScores, getStudentScoresStatistics, getExamMistakes, deleteExamRecord, type StudentScoreRecord, type MistakeRecord } from '@/api/manager/scores'
+import { getManagerCourses } from '@/api/manager'
 
 // 加载状态
 const loading = ref(false)
@@ -350,10 +353,30 @@ const mistakesList = ref<MistakeRecord[]>([])
 const filterForm = reactive({
   studentName: '',
   position: '',
-  course: '',
+  courseId: null as number | null,
   scoreRange: ''
 })
 
+// 课程列表
+const courseList = ref<Array<{id: number, name: string}>>([])
+
+/**
+ * 加载课程列表
+ */
+const loadCourseList = async () => {
+  try {
+    const res = await getManagerCourses({ page: 1, size: 100, status: 'published' })
+    if (res.code === 200 && res.data) {
+      courseList.value = res.data.items.map(item => ({
+        id: item.id,
+        name: item.name || item.title
+      }))
+    }
+  } catch (error) {
+    console.error('加载课程列表失败:', error)
+  }
+}
+
 // 成绩统计数据
 const scoreStats = ref([
   {
@@ -498,6 +521,9 @@ const loadScoresList = async () => {
     if (filterForm.position) {
       params.position = getPositionText(filterForm.position)
     }
+    if (filterForm.courseId) {
+      params.course_id = filterForm.courseId
+    }
     if (filterForm.scoreRange) {
       params.score_range = filterForm.scoreRange
     }
@@ -568,7 +594,7 @@ const handleSearch = () => {
 const handleReset = () => {
   filterForm.studentName = ''
   filterForm.position = ''
-  filterForm.course = ''
+  filterForm.courseId = null
   filterForm.scoreRange = ''
   dateRange.value = [
     new Date(new Date().setDate(new Date().getDate() - 30)),
@@ -700,6 +726,7 @@ const handleDeleteRecord = async (record: StudentScoreRecord) => {
 
 // 组件挂载时初始化数据
 onMounted(() => {
+  loadCourseList()
   loadScoresList()
   loadStatistics()
 })