Introduction: Intelligent window cleaning robots cut down labor prices and security risks when effectively preserving façades of reduced-to-mid-rise buildings with extended battery lifetime for big duties. disregarding plan façade maintenance on low-to-mid-rise properties frequently causes persistent grime buildup, compromised aesthetics, and mo