Introduction: clever window cleaning robots minimize labor prices and basic safety risks when effectively retaining façades of low-to-mid-increase buildings with prolonged battery lifetime for giant tasks. disregarding regimen façade repairs on minimal-to-mid-increase properties usually leads to persistent grime buildup, compromised aesthetics,