Here in central Wi, at 45 degrees north latitude roof top solar is very challenging from a cost and battery storage point of view. Snow build up on panels would be impossible for me to deal with, not that much energy would be produced during Nov, Dec, Jan, Feb anyways Lots of cloudy days...