Some of devices have default settings to configure Bluetooth auto connect and auto off.. check your device settings to activate it..Then , you won't leave Bluetooth on even accidentally.Also, there are apps in Play store to achieve this goal.. I don't know if all these apps work 100% successfully. But, you can try..