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[pdf] In this research paper, we will try to find a way to smartly detect the future prediction of the energy which will be generated by the solar panels in a solar power station. Issues like dust, bird droppings, and physical damage can severely impact efficiency. This project proposes an intelligent system utilizing Convolutional. . The early detection of faults in photovoltaic (PV) systems is crucial for ensuring efficiency, minimizing energy losses, and extending operational lifespan.
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