diff --git a/freqtrade/tests/test_hyperopt.py b/freqtrade/tests/test_hyperopt.py
index fa1c0fab1..ae085fe90 100644
--- a/freqtrade/tests/test_hyperopt.py
+++ b/freqtrade/tests/test_hyperopt.py
@@ -52,6 +52,8 @@ def buy_strategy_generator(params):
             conditions.append(dataframe['adx'] > params['adx']['value'])
         if params['cci']['enabled']:
             conditions.append(dataframe['cci'] < params['cci']['value'])
+        if params['rsi']['enabled']:
+            conditions.append(dataframe['rsi'] < params['rsi']['value'])
         if params['over_sar']['enabled']:
             conditions.append(dataframe['close'] > dataframe['sar'])
         if params['uptrend_sma']['enabled']:
@@ -114,6 +116,10 @@ def test_hyperopt(conf, pairs, mocker):
             {'enabled': False},
             {'enabled': True, 'value': hp.uniform('cci-value', -200, -100)}
         ]),
+        'rsi': hp.choice('rsi', [
+            {'enabled': False},
+            {'enabled': True, 'value': hp.uniform('rsi-value', 20, 30)}
+        ]),
         'below_sma': hp.choice('below_sma', [
             {'enabled': False},
             {'enabled': True}