No? San Francisco has had electric busses for decades. They go up and down hills all the time. Their only problem is they have no batteries, so once they are disconnected they stop. It happens every day.

I think something combination of a small battery and a direct connection will work great. The battery only needs to work for an hour and the bus will be able to get around just fine.