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diff --git a/src/main/java/com/dsideal/QingLong/Collect/Model/CollectModel.java b/src/main/java/com/dsideal/QingLong/Collect/Model/CollectModel.java
index cfe95585..63fd1f1e 100644
--- a/src/main/java/com/dsideal/QingLong/Collect/Model/CollectModel.java
+++ b/src/main/java/com/dsideal/QingLong/Collect/Model/CollectModel.java
@@ -671,6 +671,7 @@ public class CollectModel {
         for (int colNum = 0; colNum < ed.getLastCellNum(); colNum++) {
             if (StrKit.isBlank(ed.getCell(colNum).toString())) {//下面没有，应该听上面的
                 original_name = CommonUtil.removeKuoHao(st.getCell(colNum).toString().replace("\n", ""));
+                if (StrKit.isBlank(original_name)) continue;
                 column_name = ChineseCharacterUtil.getColumnNameByMemo(CommonUtil.removeKuoHao(st.getCell(colNum).toString()));
                 Record record = new Record();
                 record.set("original_name", original_name);
diff --git a/src/main/java/com/dsideal/QingLong/Util/ChineseCharacterUtil.java b/src/main/java/com/dsideal/QingLong/Util/ChineseCharacterUtil.java
index acf377b7..ebdb7142 100644
--- a/src/main/java/com/dsideal/QingLong/Util/ChineseCharacterUtil.java
+++ b/src/main/java/com/dsideal/QingLong/Util/ChineseCharacterUtil.java
@@ -118,9 +118,13 @@ public class ChineseCharacterUtil {
         else
             res = convertHanzi2Pinyin(memo, false);
 
-        res=res.replace("\n", "").trim().replace("/", "_");
-        res=res.replace("（","");
-        res=res.replace("）","");
+        res = res.replace("\n", "").trim().replace("/", "_");
+        res = res.replace("（", "");
+        res = res.replace("）", "");
+        // 正则表达式，匹配非字母、数字、下划线的字符
+        String regex = "[^a-zA-Z0-9_]";
+        // 使用replaceAll方法替换匹配的字符为空字符串，即删除这些字符
+        res = res.replaceAll(regex, "");
         return res;
     }
 }