Solar panels actually perform much better in cold weather. The colder the better. High temperatures really hurt performance.
Solar panels are driven by sunlight, not heat. Of course the days are shorter in the winter months, but the panels actually perform better. A side benefit is that sunlight reflected off of snow can dramatically increase production. In fact, there have been instances where reflected sunlight caused production to increase so much it exceeded the capacity of the inverter.