Introduction: smart window cleansing robots minimize labor fees and safety risks even though successfully sustaining façades of reduced-to-mid-increase buildings with prolonged battery lifetime for large tasks. disregarding routine façade upkeep on reduced-to-mid-increase buildings generally contributes to persistent grime buildup, compromised a