Switch your supplier. Cut my supply rate nearly 50%. Not perfect but every little bit helps. Turn off light’s when you’re not using them etc. Some heat pumps aren’t very efficient as temperatures drop, and they will work hard to reach the desired temperature. I shut mine off at the end of November and I will just the oil until March/April.