I know someone who actually did heat their home through some pretty brutal winters using just solar heat.. and a pretty simple setup he jury-rigged himself, at that.

So it can be done.

There are also energy storage technologies like ordinary batteries to more exotic technology like molten salt storage for energy generated by solar panels.