Katea, D. hassan and Awda, I.J. 2026. Artificial intelligence and machine learning techniques for fault detection and predictive maintenance in photovoltaic systems: A comprehensive review. Al-Rafidain Journal of Engineering Sciences. 4, 1 (Feb. 2026), 225–241. DOI:https://doi.org/10.61268/6dqdn415.