diff --git a/packages/plugins/@nocobase/plugin-workflow/src/server/triggers/ScheduleTrigger/DateFieldScheduleTrigger.ts b/packages/plugins/@nocobase/plugin-workflow/src/server/triggers/ScheduleTrigger/DateFieldScheduleTrigger.ts
index f87c99b3d1..20599abb08 100644
--- a/packages/plugins/@nocobase/plugin-workflow/src/server/triggers/ScheduleTrigger/DateFieldScheduleTrigger.ts
+++ b/packages/plugins/@nocobase/plugin-workflow/src/server/triggers/ScheduleTrigger/DateFieldScheduleTrigger.ts
@@ -12,7 +12,7 @@ import parser from 'cron-parser';
 import type Plugin from '../../Plugin';
 import type { WorkflowModel } from '../../types';
 import { parseDateWithoutMs, SCHEDULE_MODE } from './utils';
-import { parseCollectionName } from '@nocobase/data-source-manager';
+import { parseCollectionName, SequelizeCollectionManager } from '@nocobase/data-source-manager';
 
 export type ScheduleOnField = {
   field: string;
@@ -68,10 +68,10 @@ function getDataOptionTime(record, on, dir = 1) {
 
 const DialectTimestampFnMap: { [key: string]: (col: string) => string } = {
   postgres(col) {
-    return `CAST(FLOOR(extract(epoch from "${col}")) AS INTEGER)`;
+    return `CAST(FLOOR(extract(epoch from ${col})) AS INTEGER)`;
   },
   mysql(col) {
-    return `CAST(FLOOR(UNIX_TIMESTAMP(\`${col}\`)) AS SIGNED INTEGER)`;
+    return `CAST(FLOOR(UNIX_TIMESTAMP(${col})) AS SIGNED INTEGER)`;
   },
   sqlite(col) {
     return `CAST(FLOOR(unixepoch(${col})) AS INTEGER)`;
@@ -160,7 +160,7 @@ export default class ScheduleTrigger {
     { config: { collection, limit, startsOn, repeat, endsOn }, allExecuted }: WorkflowModel,
     currentDate: Date,
   ) {
-    const { db } = this.workflow.app;
+    const { dataSourceManager } = this.workflow.app;
     if (limit && allExecuted >= limit) {
       return [];
     }
@@ -174,6 +174,14 @@ export default class ScheduleTrigger {
       return [];
     }
 
+    const [dataSourceName, collectionName] = parseCollectionName(collection);
+    const { collectionManager } = dataSourceManager.get(dataSourceName);
+    if (!(collectionManager instanceof SequelizeCollectionManager)) {
+      return [];
+    }
+    const { db } = collectionManager;
+    const { model } = collectionManager.getCollection(collectionName);
+
     const range = this.cacheCycle * 2;
 
     const conditions: any[] = [
@@ -191,9 +199,12 @@ export default class ScheduleTrigger {
       if (typeof repeat === 'number') {
         const tsFn = DialectTimestampFnMap[db.options.dialect];
         if (repeat > range && tsFn) {
+          const { field } = model.getAttributes()[startsOn.field];
           const modExp = fn(
             'MOD',
-            literal(`${Math.round(timestamp / 1000)} - ${tsFn(startsOn.field)}`),
+            literal(
+              `${Math.round(timestamp / 1000)} - ${db.sequelize.getQueryInterface().quoteIdentifiers(tsFn(field))}`,
+            ),
             Math.round(repeat / 1000),
           );
           conditions.push(where(modExp, { [Op.lt]: Math.round(range / 1000) }));
@@ -230,7 +241,6 @@ export default class ScheduleTrigger {
       });
     }
 
-    const { model } = db.getCollection(collection);
     return model.findAll({
       where: {
         [Op.and]: conditions,