There is a growing interest in solar electricity generation in many countries worldwide. This trend is the recent installation of photovoltaic panels rather than solar power plants. However, the conversion efficiency of photovoltaic (PV) panels in solar electricity generation is declining due to the accumulation of dust and surface contamination. Furthermore, the process of cleaning photovoltaic (PV) panels situated on the roofs of residential and commercial buildings is a challenging and potentially hazardous task. In this study, the SELFCLEAN PV hydrophilic nano coating was applied to a single photovoltaic panel on a solar energy conversion system at Trakya University Faculty of Engineering, with consideration given to the roof slopes of buildings in Edirne province. During the summer season, when solar radiation is its highest, continuous data was collected over four months. Upon analysis of the results with this application, it was observed that there was an 8.14% increase in energy production in June, a 7.73% increase in July, a 6.34% increase in August, and a 5.34% increase in September, in comparison to the standard PV panel. Furthermore, cleaning PV panels over four months offers labor and cost advantages. Furthermore, water use is not required, significantly contributing to sustainability.