The cleaning robot makes solar panels more efficient in a number of settings, including solar panels for houses and other applications. Photovoltaics (PV) is a novel technology in the energy sector that transforms solar irradiance—the sun's radiant energy—directly into electricity. Here, the energy present in the photons that the sun emits is taken by the photovoltaic cells and converted into useful energy. Thanks to PV technology, which has made it feasible to generate clean power and move toward more environmentally friendly energy practices internationally, the energy sector has undergone a fundamental upheaval. However, one of the main problems that affects the energy efficiency of panels is the accumulation of dust. This is a major issue in regions with high levels of air pollution, particularly in Africa. However, maintaining the panels is a critical issue that is frequently disregarded because some of the panels are difficult to access and hazardous. Robots for cleaning solar panels were created as a clever solution that combines cutting-edge technology to navigate and do so quickly and efficiently without the need for manual labor. In order to keep their performance at its best, solar panels are equipped with a variety of instruments for cleaning dust, filth, and other pollutants from their surfaces that are typical in Africa.