Introduction: Automated solar panel cleaning robots maintain over 99% cleanliness, reducing labor costs, saving energy, and extending panel lifespan for improved solar farm efficiency. In industrial solar farms, the routine of keeping panels clear of dust and grime often disrupts operations and drains resources. The daily inefficiencies in manual