Numerous factors, such as dust accumulation and light reflection off photovoltaic (PV) panel surfaces, adversely affect the performance efficiency of PV solar panels. On panels, increases with time. Irradiation losses caused by deposition have a negative impact on Regular cleaning is necessary for maintenance, but when carried out manually, it labor-intensive. The hand-cleaning techniques use l...