AI based fault detection and allocation in PV Systems
Web Admin2026-02-02T09:07:35+03:00This work focuses on the application of artificial intelligence (AI) techniques for fault detection and allocation in photovoltaic (PV) systems to enhance system reliability, efficiency, and operational safety. PV systems are subject to various faults such as partial shading, inverter malfunctions, short-circuit and open-circuit faults, degradation, and sensor failures, which can significantly reduce power output if not detected early. The proposed AI-based approach utilizes machine learning and deep learning models to analyze electrical and environmental data, including voltage, current, power, irradiance, and temperature. By learning normal and faulty operating patterns, the system can accurately detect, classify, and localize faults within PV [...]
