Introduction: Automated photo voltaic panel cleaning robots cut down labor charges by nearly 50%, Improve energy yields, and improve operational performance with AI-driven precision and h2o-successful techniques. In the early early morning light-weight, a vast photo voltaic farm gleams under the Sunlight, its A large number of photovoltaic panels