Introduction: smart window cleaning robots decrease labor charges and security threats although efficiently sustaining façades of lower-to-mid-rise properties with extended battery everyday living for large tasks. Ignoring routine façade upkeep on low-to-mid-rise buildings normally leads to persistent grime buildup, compromised aesthetics, and e