diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/mini/controller/MiniMajorController.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/mini/controller/MiniMajorController.java
index 2919957..fffae39 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/mini/controller/MiniMajorController.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/mini/controller/MiniMajorController.java
@@ -42,11 +42,11 @@ import java.util.*;
 @Slf4j
 @RequestMapping("/mini/major")
 public class MiniMajorController {
-    @Autowired
+    @Resource
     private IYxMajorService yxMajorService;
-    @Autowired
+    @Resource
     private IYxCalculationMajorService yxCalculationMajorService;
-    @Autowired
+    @Resource
     private RedisUtil redisUtil;
     @Resource
     private MiniTestCulturalService testCulturalService;
@@ -116,11 +116,11 @@ public class MiniMajorController {
             String str = null;
             List<String> notList= Arrays.asList("文7专3","专过文排","文8专2","文6专4","文5专5");
             if (queryRecommendMajorVO.getProfessionalCategory().equals("音乐类")) {
-                str = "[\"文过专排主科\",\"文过专排\",\"专过文排\",\"文1专1\",\"文3专7\",\"文3专10\",\"文4专10\",\"文4专6\",\"文5专10\",\"文5专5\",\"文6专10\",\"文6专4\",\"文7专3\"]";
+                str = "[\"文过专排主科\",\"文过专排\",\"专过文排\",\"文1专1\",\"文3专7\",\"文3专10\",\"文4专10\",\"文4专6\",\"文5专10\",\"文5专5\",\"文6专10\",\"文6专4\",\"文7专3\",\"文8专2\"]";
             } else if (queryRecommendMajorVO.getProfessionalCategory().equals("体育类")) {
-                str = "[\"文过专排\",\"专过文排\",\"文3专7\",\"文5专5\",\"文7专3\"]";
+                str = "[\"专过文排\",\"文7专3\" ,\"文5专5\",\"文3专7\",\"文过专排\"]";
             } else {
-                str = "[\"文过专排\",\"专过文排\",\"文1专1\",\"文3专7\",\"文3专10\",\"文4专10\",\"文4专6\",\"文5专10\",\"文5专5\",\"文6专10\",\"文6专4\",\"文7专3\"]";
+                str = "[\"文过专排\",\"专过文排\",\"文1专1\",\"文3专7\",\"文3专10\",\"文4专10\",\"文4专6\",\"文5专10\",\"文5专5\",\"文6专10\",\"文6专4\",\"文7专3\",\"文8专2\"]";
             }//277
             JSONArray objects = JSONArray.parseArray(str);
             List<String> javaList = objects.toJavaList(String.class);
@@ -146,7 +146,7 @@ public class MiniMajorController {
         String schoolCode = queryRecommendMajorVO.getSchoolCode();
         String year = queryRecommendMajorVO.getYear();
         AssertUtils.notNull(loginUser, "未获取到登录信息");
-        AssertUtils.notNull(year, "请选择年份");
+        // AssertUtils.notNull(year, "请选择年份");
         return Result.OK(testCulturalService.testCultural(schoolCode));
     }
 
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/constant/YxConstant.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/constant/YxConstant.java
index 8c362c8..5ca7b0c 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/constant/YxConstant.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/constant/YxConstant.java
@@ -15,24 +15,24 @@ public class YxConstant {
     /**
      * 当前年
      */
-    public static final String nowYear = "2024";
+    public static final String nowYear = "2025";
 
     /**
      * 使用省控线年份
      */
-    public static String historyControlLineYear = "2023";
+    public static String historyControlLineYear = "2025";
     /**
      * 旧日期
      */
-    public static final List<String> oldYearList = Arrays.asList("2023", "2022", "2021", "2020");
+    public static final List<String> oldYearList = Arrays.asList("2024", "2023", "2022", "2021");
 
-    public static final List<String> showOldYearList = Arrays.asList("2024", "2023", "2022", "2021", "2020");
+    public static final List<String> showOldYearList = Arrays.asList("2024", "2023", "2022", "2021");
 
     public static List<String> cankaoMajorTypeList = Arrays.asList("音乐类", "舞蹈类", "播音与主持类", "表演类", "戏曲类");
 
     public static List<String> betaMajorTypeList = Arrays.asList("美术与设计类", "书法类", "体育类");
 
-    public static List<String> cankaoYearList = Arrays.asList("2023", "2022");
+    public static List<String> cankaoYearList = Arrays.asList("2024", "2023");
 
     public static String w1z1 = "文1专1";
     public static String w1jiaz1 = "文1+专1";
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxHistoryMajorEnrollController.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxHistoryMajorEnrollController.java
index 6e258fe..238b7b9 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxHistoryMajorEnrollController.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxHistoryMajorEnrollController.java
@@ -444,16 +444,13 @@ public class YxHistoryMajorEnrollController extends JeecgController<YxHistoryMaj
                     AssertUtils.notNull(major, String.format("行[%s],专业未在系统中找到", index));
                     yxHistoryMajorEnroll.setMajorCode(major.getMajorCode());
 
-                    if (index==11) {
-                        System.out.println("1");
-                    }
 
                     if ("提前批".equals(batch)) {
                         batch = "本科提前批";
                     }
                     //省控线
                     //文科_本科A段_美术与设计_2023
-                    if ("舞蹈类".equals(majorType)) {
+                    if ("舞蹈类".equals(majorType) && Integer.parseInt(year) <= 2023) {
                         AssertUtils.notEmpty(mainSubjects, String.format("行[%s],未识别到舞蹈类型", index));
                         if (mainSubjects.contains("艺术舞蹈")) {
                             key = category + "_" + batch + "_" + "艺术舞蹈类" + "_" + year;
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxScoreController.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxScoreController.java
index 0b5b0bb..c0b5036 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxScoreController.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/controller/YxScoreController.java
@@ -69,9 +69,11 @@ public class YxScoreController {
         String professionalCategoryChildren = userScoreUpdateDTO.getProfessionalCategoryChildren();
         AssertUtils.notNull(professionalCategory, "请选择[专业类别]");
         AssertUtils.notNull(cognitioPolyclinic, "请选择[选考科目]");
-        AssertUtils.hasSize(userScoreUpdateDTO.getSubjectList(),"请选择[选考科目]");
-        AssertUtils.notTrue(userScoreUpdateDTO.getSubjectList().size() != 2,"选考科目必须选两项");
 
+        if("表演类".equals(professionalCategory) || "音乐类".equals(professionalCategory)){
+            AssertUtils.hasSize(userScoreUpdateDTO.getSubjectList(),"请选择[专业选课]");
+            AssertUtils.notTrue(userScoreUpdateDTO.getSubjectList().size() != 2,"选考科目必须选两项");
+        }
         AssertUtils.notTrue(culturalScore.compareTo(YxConstant.bigDecimal750) > 0, "[文化成绩]最高分为750");
         AssertUtils.notTrue(culturalScore.compareTo(YxConstant.bigDecimal0) < 0, "[文化成绩]最低分为0");
 
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxCalculationMajorServiceImpl.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxCalculationMajorServiceImpl.java
index 5fe882b..da74d44 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxCalculationMajorServiceImpl.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxCalculationMajorServiceImpl.java
@@ -1,12 +1,10 @@
 package org.jeecg.modules.yx.service.impl;
 
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
-import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.baomidou.mybatisplus.core.metadata.IPage;
 import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.lang.StringUtils;
-import org.jeecg.common.util.RedisUtil;
 import org.jeecg.modules.web.dto.ArtRecommendMajorBaseDTO;
 import org.jeecg.modules.web.dto.RecommendMajorDTO;
 import org.jeecg.modules.web.vo.QueryRecommendMajorVO;
@@ -54,8 +52,6 @@ public class YxCalculationMajorServiceImpl extends ServiceImpl<YxCalculationMajo
     private YxSchoolMajorMapper yxSchoolMajorMapper;
     @Resource
     private YxSchoolMapper yxSchoolMapper;
-    @Resource
-    private RedisUtil redisUtil;
 
     @Override
     public List<RecommendMajorDTO> calculationMajor(YxUserScore userScore) {
@@ -556,6 +552,11 @@ public class YxCalculationMajorServiceImpl extends ServiceImpl<YxCalculationMajo
                         continue;
                     }
 
+                    // 判断 schoolCode 6110
+                    if ("6110".equals(recommendMajorDTO.getSchoolCode()) && "动画".equals(recommendMajorDTO.getMajorName())) {
+                        System.out.println("qvq");
+                    }
+
                     //不是体育类的专业，如果是文过专排，并且没有录取计算运算符时，文过专排是文*0+专*1,专过文排是文*1+专*0
                     if ("文过专排".equals(rulesEnrollProbability) && StringUtils.isBlank(probabilityOperator)) {
                         probabilityOperator = "文*0+专*1";
@@ -581,8 +582,8 @@ public class YxCalculationMajorServiceImpl extends ServiceImpl<YxCalculationMajo
                         }
                     }
 
-
                     //算分用
+                    // 当前学生的分数折合
                     studentScore = ScoreUtil.convertIntoScore(rulesEnrollProbability, activeCurrentUserScore.getCulturalScore(), activeCurrentUserScore.getProfessionalScore(), recommendMajorDTO.getFirstLevelDiscipline(), probabilityOperator);
                     recommendMajorDTO.setPrivateStudentScore(studentScore);
                     if (StringUtils.isNotBlank(recommendMajorDTO.getRulesEnrollProbability())) {
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxUserScoreServiceImpl.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxUserScoreServiceImpl.java
index 730d637..d9cbbca 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxUserScoreServiceImpl.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/service/impl/YxUserScoreServiceImpl.java
@@ -1,6 +1,7 @@
 package org.jeecg.modules.yx.service.impl;
 
 import cn.hutool.core.collection.CollectionUtil;
+import com.alibaba.fastjson.JSONObject;
 import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
 import org.apache.commons.collections.CollectionUtils;
@@ -8,6 +9,7 @@ import org.apache.commons.lang.StringUtils;
 import org.apache.shiro.SecurityUtils;
 import org.jeecg.common.system.vo.LoginUser;
 import org.jeecg.common.util.AssertUtils;
+import org.jeecg.common.util.RedisUtil;
 import org.jeecg.modules.yx.dto.ProfessionalCategoryChildrenDTO;
 import org.jeecg.modules.yx.dto.UserScoreUpdateDTO;
 import org.jeecg.modules.yx.entity.YxCalculationMajor;
@@ -38,6 +40,9 @@ import java.util.stream.Collectors;
 public class YxUserScoreServiceImpl extends ServiceImpl<YxUserScoreMapper, YxUserScore> implements IYxUserScoreService {
     @Autowired
     private IYxVipCardService yxVipCardService;
+
+    @Resource
+    private RedisUtil redisUtil;
     @Override
     public YxUserScore getActiveUserScore(String createBy) {
         LambdaQueryWrapper<YxUserScore> queryWrapper=new LambdaQueryWrapper<>();
@@ -52,8 +57,15 @@ public class YxUserScoreServiceImpl extends ServiceImpl<YxUserScoreMapper, YxUse
         LoginUser sysUser = (LoginUser) SecurityUtils.getSubject().getPrincipal();
         AssertUtils.notNull(sysUser,"请先登录!");
         String userId = sysUser.getId();
+        // 获取redis中的成绩缓存
+        String scoreKey = "USER:SCORE:"+ userId;
+        YxUserScore userScore = null;
+        if(redisUtil.hasKey(scoreKey)){
+            userScore = JSONObject.parseObject((String)redisUtil.get(scoreKey), YxUserScore.class);
+            return userScore;
+        }
         //查询成绩
-        YxUserScore userScore = getActiveUserScore(userId);
+        userScore = getActiveUserScore(userId);
         if (userScore==null) {
             return null;
         }
@@ -82,6 +94,9 @@ public class YxUserScoreServiceImpl extends ServiceImpl<YxUserScoreMapper, YxUse
                 }
             }
             userScore.setProfessionalCategoryChildrenList(professionalCategoryChildrenList);
+
+            // 将成绩记录缓存
+            redisUtil.set(scoreKey, JSONObject.toJSONString(userScore), 3600);
         }
         return userScore;
     }
diff --git a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/util/ScoreUtil.java b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/util/ScoreUtil.java
index 37ffc45..9ba50e1 100644
--- a/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/util/ScoreUtil.java
+++ b/jeecg-module-system/jeecg-system-biz/src/main/java/org/jeecg/modules/yx/util/ScoreUtil.java
@@ -74,10 +74,59 @@ public class ScoreUtil {
         return sum;
     }
 
+    /**
+     * 计算历年录取分差（录取线 - 省控线），并返回平均分差
+     * @param rulesEnrollProbability 当前录取方式（如"文过专排"）
+     * @param historyMajorEnrollList 历年录取数据
+     * @return Map<String, Object> 包含平均分差（scoreDifference）
+     */
+    public static Map<String, Object> computeHistoryMajorEnrollScoreLineDifferenceWithRulesEnrollProbability(
+            String rulesEnrollProbability,
+            List<YxHistoryMajorEnroll> historyMajorEnrollList) {
+        // 1. 提前返回空结果，避免后续空指针
+        if (CollectionUtils.isEmpty(historyMajorEnrollList)) {
+            return Collections.singletonMap("scoreDifference", BigDecimal.ZERO);
+        }
+        // 2. 使用更高效的累加方式（避免频繁BigDecimal运算）
+        BigDecimal sum = BigDecimal.ZERO;
+        int validYearCount = 0;
+        for (YxHistoryMajorEnroll enrollData : historyMajorEnrollList) {
+            BigDecimal admissionLine = enrollData.getAdmissionLine();
+            BigDecimal controlLine = enrollData.getControlLine();
+            // 3. 跳过无效数据（录取线≤0）
+            if (admissionLine.signum() <= 0) {
+                continue;
+            }
+            // 4. 计算当前年份分差（录取线 - 省控线）
+            BigDecimal currentDiff = admissionLine.subtract(controlLine);
+            // 5. 特殊逻辑：高职高专（非体育类）需计算分差率（分差/省控线）
+            boolean isVocationalCollege = "高职高专".equals(enrollData.getBatch());
+            boolean isSportsMajor = "体育类".equals(enrollData.getMajorType());
+            if (isVocationalCollege && !isSportsMajor) {
+                currentDiff = currentDiff.divide(controlLine, 6, RoundingMode.HALF_UP);
+            }
+            // 6. 非高职高专 or 体育类：检查录取方式是否一致  validYearCount >= 1 &&
+            else if (!rulesEnrollProbability.equals(enrollData.getRulesEnrollProbability())) {
+                continue; // 录取方式不一致，跳过
+            }
+
+            sum = sum.add(currentDiff);
+            validYearCount++;
+        }
+
+        // 7. 计算平均分差（避免除零错误）
+        BigDecimal averageDiff = validYearCount > 0
+                ? sum.divide(new BigDecimal(validYearCount), 4, RoundingMode.HALF_UP)
+                : BigDecimal.ZERO;
+
+        return Collections.singletonMap("scoreDifference", averageDiff);
+    }
+
+
     /**
      * 根据 当前年一致的录取方式，计算 往年分数差之和 (往年的录取线-省控线)
      */
-    public static Map<String,Object> computeHistoryMajorEnrollScoreLineDifferenceWithRulesEnrollProbability(String rulesEnrollProbability,List<YxHistoryMajorEnroll> historyMajorEnrollList){
+    public static Map<String,Object> computeHistoryMajorEnrollScoreLineDifferenceWithRulesEnrollProbability_old(String rulesEnrollProbability,List<YxHistoryMajorEnroll> historyMajorEnrollList){
         BigDecimal sum=new BigDecimal("0");//历年分差之和
         BigDecimal nowSum=new BigDecimal("0");
         Map<String,Object> data=new LinkedHashMap<>();
@@ -88,10 +137,10 @@ public class ScoreUtil {
         int yearNum=0;
         BigDecimal controlLine = null;//文科-省控线
         BigDecimal admissionLine = null;//文科-录取线
-        YxHistoryMajorEnroll yxHistoryMajorEnroll1 = historyMajorEnrollList.get(0);
         for (YxHistoryMajorEnroll yxHistoryMajorEnroll : historyMajorEnrollList) {
             controlLine = yxHistoryMajorEnroll.getControlLine();
             admissionLine = yxHistoryMajorEnroll.getAdmissionLine();
+            // 如果录取分数线(admissionLine)小于等于0，就直接跳过当前循环，处理下一条数据
             if (admissionLine.compareTo(YxConstant.bigDecimal0) <=0) {
                 continue;
             }
@@ -106,9 +155,6 @@ public class ScoreUtil {
                 //将 分差/省控线
                 nowSum = nowSum.divide(yxHistoryMajorEnroll.getControlLine(),6,RoundingMode.HALF_UP);
             }
-            /*if (!sum.equals(BigDecimal.ZERO)) {
-                // 判断 两年分差double v = sum.subtract(nowSum).doubleValue();if (v <=2 || v>=2) {    //历年分差 在 2 至上时，将用户当前年分差-2    data.put("flag",true);}
-            }*/
             sum=sum.add(nowSum);//录取线-省控线
             yearNum++;
         }
@@ -117,20 +163,6 @@ public class ScoreUtil {
             data.put("scoreDifference",divide);
         }
         return data;
-        /*if (wenFlag) {
-            //文科生
-        }else{
-            //理科生
-            BigDecimal scienceControlLine=null;//理科-省控线
-            BigDecimal scienceAdmissionLine=null;//理科-录取线
-            for (YxHistoryMajorEnroll yxHistoryMajorEnroll : historyMajorEnrollList) {
-                scienceControlLine = yxHistoryMajorEnroll.getScienceControlLine();
-                scienceAdmissionLine = yxHistoryMajorEnroll.getScienceAdmissionLine();
-                sum=sum.add(scienceAdmissionLine.subtract(scienceControlLine));//录取线-省控线
-                yearNum++;
-            }
-        }*/
-        //return sum;
     }