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Diagnosis of Faults and Defects in Photovoltaic Panels

Diagnosis of Faults and Defects in Photovoltaic Panels

Paperback

Physics

ISBN10: 6209588174
ISBN13: 9786209588174
Publisher: LAP Lambert Academic Publishing
Published: Jan 21 2026
Pages: 136
Weight: 0.42
Height: 0.32 Width: 6.00 Depth: 9.00
Language: English
This book presents a comprehensive overview of intelligent fault diagnosis for photovoltaic (PV) systems in the context of modern large-scale solar installations. It reviews common electrical, mechanical, and environmental faults and highlights the limitations of traditional inspection and monitoring methods. The book focuses on advanced sensing and imaging techniques, including RGB, infrared thermography, and electroluminescence, and explains how these data sources are combined with machine learning and deep learning methods for automated fault detection, classification, and localization. Key topics such as data preprocessing, feature extraction, model training, evaluation, and deployment are discussed, providing a solid reference for researchers and engineers working on intelligent PV monitoring and maintenance systems.

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Physics