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Sumaiya Malik

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Open access Jul 2026

Automated fault detection in solar panels using customized EfficientNetB0 with explainable AI solution for real-time monitoring

Solar energy offers a sustainable solution for power generation, reducing dependence on fossil fuels. However, surface-level anomalies such as dust, snow, bird droppings, and structural damage significantly impact the operational efficiency of solar panels. This study presents a deep learning-based fault detection fram...

S. Sneha, Anik Sen, Sumaiya Malik et al. · 0 citations

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