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Author/Affiliation: François Dieudonné Mengue
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16 Pages, 2,851 KB Download PDF

Explainable AI and Active Learning for Photovoltaic System Fault Detection: A Bibliometric Study and Future Directions

Advances in Science, Technology and Engineering Systems Journal, Volume 10, Issue 3, Page # 29–44, 2025; DOI: 10.25046/aj100305
Abstract:

Persistent anomalies in modern photovoltaic (PV) systems present a formidable challenge, impeding optimal power output and system resilience. Artificial Intelligence (AI) has surfaced as a game-changing solution, yet existing research has merely scratched the surface of solar panel prognosis, leaving a critical void in leveraging AI’s explainable nature and active learning capabilities. This pioneering study…

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(This article belongs to the SP18 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2025) & Section Transportation Science & Technology (TST))

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