Yes, solar panels do work on cloudy days, but their efficiency drops considerably because of shading issues due to the presence of clouds. In some cases, the efficiency may drop to 50%. One of the ways to generate more power on cloudy days is to opt for solar panels with a higher efficiency. Talking about nighttime, well, solar panels as we know need sun rays to produce electricity and so solar panels do not function during the nighttime.