diff --git a/freqtrade/templates/FreqaiExampleStrategy.py b/freqtrade/templates/FreqaiExampleStrategy.py
index 74ab473..133151b 100644
--- a/freqtrade/templates/FreqaiExampleStrategy.py
+++ b/freqtrade/templates/FreqaiExampleStrategy.py
@@ -309,15 +309,12 @@ class FreqaiExampleStrategy(IStrategy):
         enter_long_conditions = [
             (df["rsi"] < df["buy_rsi_pred"]),  # RSI 低于买入阈值
             (df["volume"] > df["volume"].rolling(window=10).mean() * 1.2),  # 成交量高于近期均值20%
-            (df["close"] > df["bb_middleband"]),  # 价格高于布林带中轨
-            (df["close"] > df["bb_upperband"].shift(1)),  # 当前价格高于上一周期的布林带上轨
-            (df["volume"] > df["volume"].shift(1) * 1.1)  # 当前成交量高于上一周期的10%
+            (df["close"] > df["bb_middleband"])  # 价格高于布林带中轨
         ]
 
         # 如果 MACD 列存在，则添加 MACD 金叉条件
         if "macd" in df.columns and "macdsignal" in df.columns:
             enter_long_conditions.append((df["macd"] > df["macdsignal"]))
-            enter_long_conditions.append((df["macd"] > df["macd"].shift(1)))  # MACD 上升趋势
         
         # 确保模型预测为买入
         enter_long_conditions.append((df["do_predict"] == 1))