Solar panel hotspot localization and fault classification using deep learning approach

• Published in: Procedia computer science Vol. 204; pp. 698 - 705
• Main Authors: Pathak, Sujata P., Patil, Dr.Sonali, Patel, Shailee
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2022
• Subjects: Faster R-CNN;ResNet-50; Photovoltaic; Thermal images; Faster R-CNN;ResNet-50; Photovoltaic; Thermal images

There has been an exponential increase in Photovoltaic energy over the last decade. The size and the complexity of photovoltaic solar power plants are increasing, and it requires advanced and robust condition monitoring systems for ensuring their reliability. To this aim, a novel method is addressed...