Generally, solar panels require little to no maintenance on your part. Unless you live in an area that is particularly smoggy or dusty, proactive panel cleaning isn’t really necessary. Having to brush snow off your panels shouldn’t be an issue either, as snow will quickly melt or fall off of panels that are mounted at an angle higher than 15 degrees.