Zoe Mazurkiewicz

1. Introduction Solar energy has become a cornerstone of renewable energy initiatives due to its sustainability and scalability. However, in regions that experience significant snowfall, the performance of solar photovoltaic (PV) systems can be severely impacted during the winter months. Snow accumulation on solar panels obstructs sunlight, which is critical for energy generation, leading to drastic reductions in energy efficiency.