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Enhanced photovoltaic panel diagnostics through AI integration with experimental DC to DC Buck Boost converter implementation.

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第一作者： Chouaib,Labiod

第一单位： Department of Mechanical Engineering, University of El Oued, El Oued, 39000, Algeria.;Laboratory of Energy Systems Modeling (LMSE), Department of Electrical Engineering, University of Biskra, BP 145, Biskra, 07000, Algeria.

作者： Chouaib,Labiod ^[1] ; Redha,Meneceur ^[2] ; Ali,Bebboukha ^[2] ; Abdelmoumene,Hechifa ^[3] ; Kamel,Srairi ^[4] ; Adel,Ghanem ^[5] ; Ievgen,Zaitsev ^[6] ; Mohit,Bajaj ^[7]

作者单位： Department of Mechanical Engineering, University of El Oued, El Oued, 39000, Algeria.;Laboratory of Energy Systems Modeling (LMSE), Department of Electrical Engineering, University of Biskra, BP 145, Biskra, 07000, Algeria. ^[1] UDERZA Unit, Faculty of Technology, University of El Oued, El Oued, 39000, Algeria. ^[2] LGMM Laboratory, Faculty of Technology, University of 20 August 1955, Skikda, Algeria. ^[3] Laboratory of Energy Systems Modeling (LMSE), Department of Electrical Engineering, University of Biskra, BP 145, Biskra, 07000, Algeria. ^[4] Department of Mechanical Engineering, University of El Oued, El Oued, 39000, Algeria. ^[5] Department of Theoretical Electrical Engineering and Diagnostics of Electrical Equipment, Institute of Electrodynamics, National Academy of Sciences of Ukraine, Beresteyskiy, 56, Kyiv-57, 03680, Ukraine. zaitsev@i.ua.;Center for Information-Analytical and Technical Support of Nuclear Power Facilities Monitoring, National Academy of Sciences of Ukraine, Akademika Palladina Avenue, 34-A, Kyiv, Ukraine. zaitsev@i.ua. ^[6] Department of Electrical Engineering, Graphic Era (Deemed to be University), Dehradun, 248002, India. mb.czechia@gmail.com.;Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan. mb.czechia@gmail.com.;College of Engineering, University of Business and Technology, Jeddah, 21448, Saudi Arabia. mb.czechia@gmail.com. ^[7]

关键词 Artificial Intelligence DC/DC Buck-Boost Converter Fault Detection Feature selection Harris Hawks optimization I-V characteristics Machine learning Photovoltaic System Real-Time Data Monitoring XGBoost

DOI 10.1038/s41598-024-84365-5

PMID 39748058

发布时间 2025-01-05

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