A Multi-Layer Deep Learning System for Fault Detection Solar Cell Electroluminescence Images

• 主要な著者: Almashhadani R., Hock G.C., Hani Nordin F., Abdulrazzak H.N., Ali Abbas Z.
• その他の著者: 57223341022
• フォーマット: Conference paper
• 出版事項: IEEE Computer Society 2025
• 主題: Convolutional neural networks; Deep neural networks; Multilayer neural networks; Classification system; Convolutional neural network; Defect detection; Electroluminescence images; Faults detection; Multi-layers; Neural-networks; Photovoltaic systems; Photovoltaics; VGG16; Support vector machines

An automatic solar defect detection with a classification system was proposed using deep learning. This paper focuses on solar defects in photovoltaic systems identified through electroluminescence (EL) images. Convolutional Neural Networks (CNNS), Artificial Neural Networks (ANN), Support Vector Ma...