Intelligent solar panel monitoring system and shading detection using artificial neural networks

• Main Authors: M. Abdallah, Fahad Saleh, Abdullah, M.N., Musirin, Ismail, M. Elshamy, Ahmed
• Format: Article
• Language: English
• Published: Elsevier 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/11631/1/J16143_eac313c9cbc1fdd5c22b7e6ec3a3d051.pdf; http://eprints.uthm.edu.my/11631/; https://doi.org/10.1016/j.egyr.2023.05.163

Detecting shading in Photovoltaic panels (PV) is crucial for ensuring optimal energy generation. This paper proposes a novel monitoring system that uses Artificial Neural Network (ANN) technology to detect shading and other faults in PV panels. The system is also supervised using an Internet of Th...