Introduction: clever window cleansing robots lower labor expenses and safety challenges although competently sustaining façades of lower-to-mid-increase properties with extended battery everyday living for giant jobs. disregarding program façade maintenance on small-to-mid-increase buildings frequently brings about persistent grime buildup, comp