diff --git a/dolphinscheduler-task-plugin/dolphinscheduler-task-api/src/main/java/org/apache/dolphinscheduler/plugin/task/api/parser/TimePlaceholderUtils.java b/dolphinscheduler-task-plugin/dolphinscheduler-task-api/src/main/java/org/apache/dolphinscheduler/plugin/task/api/parser/TimePlaceholderUtils.java
index 24bb79187073..6c17af83d9b1 100644
--- a/dolphinscheduler-task-plugin/dolphinscheduler-task-api/src/main/java/org/apache/dolphinscheduler/plugin/task/api/parser/TimePlaceholderUtils.java
+++ b/dolphinscheduler-task-plugin/dolphinscheduler-task-api/src/main/java/org/apache/dolphinscheduler/plugin/task/api/parser/TimePlaceholderUtils.java
@@ -18,8 +18,6 @@
 package org.apache.dolphinscheduler.plugin.task.api.parser;
 
 import static org.apache.commons.lang3.time.DateUtils.addWeeks;
-import static org.apache.dolphinscheduler.common.utils.DateUtils.addDays;
-import static org.apache.dolphinscheduler.common.utils.DateUtils.addMinutes;
 import static org.apache.dolphinscheduler.common.utils.DateUtils.addMonths;
 import static org.apache.dolphinscheduler.plugin.task.api.TaskConstants.ADD_CHAR;
 import static org.apache.dolphinscheduler.plugin.task.api.TaskConstants.ADD_MONTHS;
@@ -55,6 +53,8 @@
 
 import org.apache.commons.lang3.StringUtils;
 
+import java.time.LocalDate;
+import java.time.ZoneId;
 import java.util.AbstractMap;
 import java.util.ArrayList;
 import java.util.Calendar;
@@ -528,7 +528,7 @@ public static Map.Entry<Date, String> calcCustomDay(String expression, String ke
                 break;
             case THIS_DAY:
                 dataFormat = expression.substring(THIS_DAY.length() + 1, expression.length() - 1);
-                targetDate = addDays(date, 0);
+                targetDate = date;
                 break;
             case LAST_DAY:
                 dataFormat = expression.substring(LAST_DAY.length() + 1, expression.length() - 1);
@@ -649,9 +649,21 @@ public static Map.Entry<Date, String> calcMinutes(String expression, Date date)
         if (expression.contains("+")) {
             int index = expression.lastIndexOf('+');
 
-            if (Character.isDigit(expression.charAt(index + 1))) {
-                String addMinuteExpr = expression.substring(index + 1);
-                Date targetDate = addMinutes(date, calcMinutes(addMinuteExpr));
+            if (index + 1 < expression.length() && Character.isDigit(expression.charAt(index + 1))) {
+                String addDayExpr = expression.substring(index + 1);
+                int days;
+                try {
+                    days = Integer.parseInt(addDayExpr);
+                } catch (NumberFormatException e) {
+                    throw new IllegalArgumentException("Invalid minute expression: " + expression, e);
+                }
+                LocalDate localDate = date.toInstant()
+                        .atZone(ZoneId.systemDefault())
+                        .toLocalDate()
+                        .plusDays(days);
+
+                Date targetDate = Date.from(
+                        localDate.atStartOfDay(ZoneId.systemDefault()).toInstant());
                 String dateFormat = expression.substring(0, index);
 
                 return new AbstractMap.SimpleImmutableEntry<>(targetDate, dateFormat);
@@ -659,9 +671,21 @@ public static Map.Entry<Date, String> calcMinutes(String expression, Date date)
         } else if (expression.contains("-")) {
             int index = expression.lastIndexOf('-');
 
-            if (Character.isDigit(expression.charAt(index + 1))) {
-                String addMinuteExpr = expression.substring(index + 1);
-                Date targetDate = addMinutes(date, 0 - calcMinutes(addMinuteExpr));
+            if (index + 1 < expression.length() && Character.isDigit(expression.charAt(index + 1))) {
+                String addDayExpr = expression.substring(index + 1);
+                int days;
+                try {
+                    days = Integer.parseInt(addDayExpr);
+                } catch (NumberFormatException e) {
+                    throw new IllegalArgumentException("Invalid minute expression: " + expression, e);
+                }
+                LocalDate localDate = date.toInstant()
+                        .atZone(ZoneId.systemDefault())
+                        .toLocalDate()
+                        .minusDays(days);
+
+                Date targetDate = Date.from(
+                        localDate.atStartOfDay(ZoneId.systemDefault()).toInstant());
                 String dateFormat = expression.substring(0, index);
 
                 return new AbstractMap.SimpleImmutableEntry<>(targetDate, dateFormat);