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2026. Deep Learning-Based Solar Panel Cleanliness Detection for Autonomous Cleaning Robots Using Adaptive Decision Thresholding. Journal of Pure and Applied Sciences (Science Forum). 26, 5 (Special) (Oct. 2026). DOI:https://doi.org/10.70882/349rtd24.