Browsing by Subject "Dust detection, solar panels, deep learning, convolutional neural network (CNN), data augmentation, pre-processing, model training, accuracy."

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    • A Deep Learning-Based Approach for Detecting Dust on Solar Panels 

      Weerasekara, WMTN; Maduranga, MWP (2023-09)
      Solar energy has emerged as a crucial alternative to conventional power sources, but the accumulation of dust particles on solar panels poses a significant challenge to their efficiency. Frequent cleaning of the ...