Introduction: automated photo voltaic panel cleaning robots autonomously manage Countless sq. meters of utility-scale PV arrays, reducing labor, optimizing cleansing, and enhancing process uptime. everyday functions at sprawling photo voltaic farms normally wrestle with balancing comprehensive panel upkeep and source administration. observing upke