Introduction: Automatic photo voltaic panel cleansing robots autonomously preserve 1000s of sq. meters of utility-scale PV arrays, decreasing labor, optimizing cleaning, and improving program uptime. every day functions at sprawling solar farms normally wrestle with balancing complete panel upkeep and resource management. observing routine mainten