diff --git a/backend/api/routes/recommendations.py b/backend/api/routes/recommendations.py
index f34198c..6b3be9b 100644
--- a/backend/api/routes/recommendations.py
+++ b/backend/api/routes/recommendations.py
@@ -55,6 +55,54 @@ async def get_recommendations(
             end_date=end_dt
         )
         
+        # 如果是获取有效推荐，尝试更新实时价格
+        if status == 'active' or (status is None and len(recommendations) > 0):
+            try:
+                import sys
+                from pathlib import Path
+                current_file = Path(__file__)
+                backend_path = current_file.parent.parent.parent
+                project_root = backend_path.parent
+                trading_system_path = project_root / 'trading_system'
+                
+                if trading_system_path.exists():
+                    sys.path.insert(0, str(trading_system_path))
+                    from binance_client import BinanceClient
+                    import config
+                    
+                    # 创建客户端实例（不需要连接，只需要访问价格缓存）
+                    client = BinanceClient(
+                        api_key=config.BINANCE_API_KEY,
+                        api_secret=config.BINANCE_API_SECRET,
+                        testnet=config.USE_TESTNET
+                    )
+                    
+                    # 更新推荐中的实时价格和涨跌幅
+                    for rec in recommendations:
+                        symbol = rec.get('symbol')
+                        if symbol:
+                            # 尝试从WebSocket缓存获取实时价格
+                            realtime_price = client.get_realtime_price(symbol)
+                            if realtime_price is not None:
+                                # 更新价格
+                                old_price = rec.get('current_price', 0)
+                                rec['current_price'] = realtime_price
+                                
+                                # 计算新的涨跌幅
+                                if old_price > 0:
+                                    change_percent = ((realtime_price - old_price) / old_price) * 100
+                                    rec['change_percent'] = round(change_percent, 4)
+                                    rec['price_updated'] = True  # 标记价格已更新
+                                else:
+                                    rec['price_updated'] = False
+                            else:
+                                rec['price_updated'] = False
+                        else:
+                            rec['price_updated'] = False
+            except Exception as price_update_error:
+                # 如果价格更新失败，不影响返回推荐列表
+                logger.debug(f"更新推荐实时价格失败（不影响返回）: {price_update_error}")
+        
         return {
             "success": True,
             "count": len(recommendations),
@@ -69,9 +117,58 @@ async def get_recommendations(
 async def get_active_recommendations():
     """
     获取当前有效的推荐（未过期、未执行、未取消）
+    使用WebSocket实时价格更新推荐中的价格信息
     """
     try:
         recommendations = TradeRecommendation.get_active()
+        
+        # 尝试从WebSocket缓存获取实时价格更新推荐中的价格
+        try:
+            import sys
+            from pathlib import Path
+            current_file = Path(__file__)
+            backend_path = current_file.parent.parent.parent
+            project_root = backend_path.parent
+            trading_system_path = project_root / 'trading_system'
+            
+            if trading_system_path.exists():
+                sys.path.insert(0, str(trading_system_path))
+                from binance_client import BinanceClient
+                import config
+                
+                # 创建客户端实例（不需要连接，只需要访问价格缓存）
+                client = BinanceClient(
+                    api_key=config.BINANCE_API_KEY,
+                    api_secret=config.BINANCE_API_SECRET,
+                    testnet=config.USE_TESTNET
+                )
+                
+                # 更新推荐中的实时价格和涨跌幅
+                for rec in recommendations:
+                    symbol = rec.get('symbol')
+                    if symbol:
+                        # 尝试从WebSocket缓存获取实时价格
+                        realtime_price = client.get_realtime_price(symbol)
+                        if realtime_price is not None:
+                            # 更新价格
+                            old_price = rec.get('current_price', 0)
+                            rec['current_price'] = realtime_price
+                            
+                            # 计算新的涨跌幅
+                            if old_price > 0:
+                                change_percent = ((realtime_price - old_price) / old_price) * 100
+                                rec['change_percent'] = round(change_percent, 4)
+                                rec['price_updated'] = True  # 标记价格已更新
+                            else:
+                                rec['price_updated'] = False
+                        else:
+                            rec['price_updated'] = False
+                    else:
+                        rec['price_updated'] = False
+        except Exception as price_update_error:
+            # 如果价格更新失败，不影响返回推荐列表
+            logger.debug(f"更新推荐实时价格失败（不影响返回）: {price_update_error}")
+        
         return {
             "success": True,
             "count": len(recommendations),
diff --git a/frontend/src/components/Recommendations.jsx b/frontend/src/components/Recommendations.jsx
index a15192b..c6cbdfc 100644
--- a/frontend/src/components/Recommendations.jsx
+++ b/frontend/src/components/Recommendations.jsx
@@ -13,6 +13,18 @@ function Recommendations() {
 
   useEffect(() => {
     loadRecommendations()
+    
+    // 如果是查看有效推荐，每10秒自动刷新一次（获取实时价格）
+    let interval = null
+    if (statusFilter === 'active') {
+      interval = setInterval(loadRecommendations, 10000) // 每10秒刷新
+    }
+    
+    return () => {
+      if (interval) {
+        clearInterval(interval)
+      }
+    }
   }, [statusFilter, directionFilter])
 
   const loadRecommendations = async () => {
@@ -208,9 +220,14 @@ function Recommendations() {
                 <div className="price-info">
                   <div className="price-item">
                     <label>当前价格:</label>
-                    <span>{parseFloat(rec.current_price || 0).toFixed(4)} USDT</span>
+                    <span>
+                      {parseFloat(rec.current_price || 0).toFixed(4)} USDT
+                      {rec.price_updated && (
+                        <span className="price-updated-badge" title="价格已通过WebSocket实时更新">🟢</span>
+                      )}
+                    </span>
                   </div>
-                  {rec.change_percent && (
+                  {rec.change_percent !== undefined && rec.change_percent !== null && (
                     <div className="price-item">
                       <label>24h涨跌:</label>
                       <span className={rec.change_percent >= 0 ? 'positive' : 'negative'}>
diff --git a/trading_system/position_manager.py b/trading_system/position_manager.py
index 9d810aa..28ea069 100644
--- a/trading_system/position_manager.py
+++ b/trading_system/position_manager.py
@@ -533,8 +533,10 @@ class PositionManager:
                                     )
                 
                 # 检查止损（使用更新后的止损价）
-                stop_loss = position_info['stopLoss']
-                if position_info['side'] == 'BUY' and current_price <= stop_loss:
+                stop_loss = position_info.get('stopLoss')
+                if stop_loss is None:
+                    logger.warning(f"{symbol} 止损价未设置，跳过止损检查")
+                elif position_info['side'] == 'BUY' and current_price <= stop_loss:
                     logger.warning(
                         f"{symbol} 触发止损: {current_price:.4f} <= {stop_loss:.4f} "
                         f"(盈亏: {pnl_percent:.2f}%)"
@@ -559,7 +561,7 @@ class PositionManager:
                         closed_positions.append(symbol)
                     continue
                 
-                if position_info['side'] == 'SELL' and current_price >= stop_loss:
+                if stop_loss is not None and position_info['side'] == 'SELL' and current_price >= stop_loss:
                     logger.warning(
                         f"{symbol} 触发止损: {current_price:.4f} >= {stop_loss:.4f} "
                         f"(盈亏: {pnl_percent:.2f}%)"
@@ -591,7 +593,7 @@ class PositionManager:
                 remaining_quantity = position_info.get('remainingQuantity', quantity)
                 
                 # 第一目标：盈亏比1:1，了结50%仓位
-                if not partial_profit_taken:
+                if not partial_profit_taken and take_profit_1 is not None:
                     if position_info['side'] == 'BUY' and current_price >= take_profit_1:
                         logger.info(
                             f"{symbol} 触发第一目标止盈（盈亏比1:1）: {current_price:.4f} >= {take_profit_1:.4f} "
@@ -620,7 +622,7 @@ class PositionManager:
                                 logger.info(f"{symbol} 剩余仓位止损移至成本价，配合移动止损博取更大利润")
                         except Exception as e:
                             logger.error(f"{symbol} 部分止盈失败: {e}")
-                    elif position_info['side'] == 'SELL' and current_price <= take_profit_1:
+                    elif take_profit_1 is not None and position_info['side'] == 'SELL' and current_price <= take_profit_1:
                         logger.info(
                             f"{symbol} 触发第一目标止盈（盈亏比1:1）: {current_price:.4f} <= {take_profit_1:.4f} "
                             f"(盈亏: {pnl_percent:.2f}%)"
@@ -649,7 +651,7 @@ class PositionManager:
                             logger.error(f"{symbol} 部分止盈失败: {e}")
                 
                 # 第二目标：原始止盈价，平掉剩余仓位
-                if partial_profit_taken:
+                if partial_profit_taken and take_profit_2 is not None:
                     if position_info['side'] == 'BUY' and current_price >= take_profit_2:
                         logger.info(
                             f"{symbol} 触发第二目标止盈: {current_price:.4f} >= {take_profit_2:.4f} "
@@ -673,7 +675,7 @@ class PositionManager:
                         if await self.close_position(symbol, reason=exit_reason):
                             closed_positions.append(symbol)
                         continue
-                    elif position_info['side'] == 'SELL' and current_price <= take_profit_2:
+                    elif take_profit_2 is not None and position_info['side'] == 'SELL' and current_price <= take_profit_2:
                         logger.info(
                             f"{symbol} 触发第二目标止盈: {current_price:.4f} <= {take_profit_2:.4f} "
                             f"(盈亏: {pnl_percent:.2f}%)"
@@ -699,7 +701,7 @@ class PositionManager:
                 else:
                     # 如果未部分止盈，但达到第二目标，直接全部平仓
                     take_profit = position_info.get('takeProfit')
-                    if position_info['side'] == 'BUY' and current_price >= take_profit:
+                    if take_profit is not None and position_info['side'] == 'BUY' and current_price >= take_profit:
                         logger.info(
                             f"{symbol} 触发止盈: {current_price:.4f} >= {take_profit:.4f} "
                             f"(盈亏: {pnl_percent:.2f}%)"
@@ -723,7 +725,7 @@ class PositionManager:
                             closed_positions.append(symbol)
                         continue
                     
-                    if position_info['side'] == 'SELL' and current_price <= take_profit:
+                    if take_profit is not None and position_info['side'] == 'SELL' and current_price <= take_profit:
                         logger.info(
                             f"{symbol} 触发止盈: {current_price:.4f} <= {take_profit:.4f} "
                             f"(盈亏: {pnl_percent:.2f}%)"