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This paper presents a defect analysis and performance evaluation of photovoltaic (PV) modules using quantitative electroluminescence imaging (EL). The study analyzed three common PV technologies: thin-film, monocrystalline silicon, and polycrystalline silicon. Experimental results indicate that. . With the global increase in the deployment of photovoltaic (PV) modules in recent years, the need to explore and understand their reported failure mechanisms has become crucial. Some degradations. . Different cleaning methods such as electrostatic cleaning, super hyperbolic coating, mechanical, microcontroller-based automatic cleaning, self-cleaning nanodomes, and various characteristics of dust particles were discussed. These issues reduce overall efficiency and may lead to more expensive repairs if not addressed promptly. Weather-related solar panel damage is also on the rise. Our proposed model achieves an impressive MAE of 1.
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