diff --git a/freqtrade/analyze.py b/freqtrade/analyze.py
index e3148349f..657ffb14e 100644
--- a/freqtrade/analyze.py
+++ b/freqtrade/analyze.py
@@ -31,12 +31,13 @@ def populate_indicators(dataframe: DataFrame) -> DataFrame:
     """
     Adds several different TA indicators to the given DataFrame
     """
+    dataframe['sar'] = ta.SAR(dataframe)
     dataframe['adx'] = ta.ADX(dataframe)
     stoch = ta.STOCHF(dataframe)
     dataframe['fastd'] = stoch['fastd']
     dataframe['fastk'] = stoch['fastk']
     dataframe['blower'] = ta.BBANDS(dataframe, nbdevup=2, nbdevdn=2)['lowerband']
-    dataframe['sma'] = ta.SMA(dataframe, timeperiod=30)
+    dataframe['sma'] = ta.SMA(dataframe, timeperiod=40)
     dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
     dataframe['mfi'] = ta.MFI(dataframe)
     return dataframe
diff --git a/freqtrade/tests/test_hyperopt.py b/freqtrade/tests/test_hyperopt.py
index f1ce196af..b32dda382 100644
--- a/freqtrade/tests/test_hyperopt.py
+++ b/freqtrade/tests/test_hyperopt.py
@@ -84,6 +84,8 @@ def buy_strategy_generator(params):
         conditions = []
         if params['below_sma']['enabled']:
             conditions.append(dataframe['close'] < dataframe['sma'])
+        if params['over_sma']['enabled']:
+            conditions.append(dataframe['close'] > dataframe['sma'])
         conditions.append(dataframe['tema'] <= dataframe['blower'])
         if params['mfi']['enabled']:
             conditions.append(dataframe['mfi'] < params['mfi']['value'])
@@ -91,7 +93,8 @@ def buy_strategy_generator(params):
             conditions.append(dataframe['fastd'] < params['fastd']['value'])
         if params['adx']['enabled']:
             conditions.append(dataframe['adx'] > params['adx']['value'])
-
+        if params['over_sar']['enabled']:
+            conditions.append(dataframe['close'] > dataframe['sar'])
         dataframe.loc[
             reduce(lambda x, y: x & y, conditions),
             'buy'] = 1
@@ -123,6 +126,14 @@ def test_hyperopt(conf, pairs, mocker):
             {'enabled': False},
             {'enabled': True}
         ]),
+        'over_sma': hp.choice('over_sma', [
+            {'enabled': False},
+            {'enabled': True}
+        ]),
+        'over_sar': hp.choice('over_sar', [
+            {'enabled': False},
+            {'enabled': True}
+        ]),
     }
 
     # print(hyperopt.pyll.stochastic.sample(space))