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Hybrid modeling approach for precise estimation of energy production and consumption based on temperature variations.

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第一作者： Wulfran Fendzi,Mbasso

第一单位： Technology and Applied Sciences Laboratory, U.I.T. of Douala, University of Douala, P.O. Box 8689, Douala, Cameroon.

作者： Wulfran Fendzi,Mbasso ^[1] ; Reagan Jean Jacques,Molu ^[1] ; Ambe,Harrison ^[2] ; Mukesh,Pushkarna ^[3] ; Fritz Nguemo,Kemdoum ^[1] ; Emmanuel Fendzi,Donfack ^[4] ; Pradeep,Jangir ^[5] ; Pierre,Tiako ^[6] ; Milkias Berhanu,Tuka ^[7]

作者单位： Technology and Applied Sciences Laboratory, U.I.T. of Douala, University of Douala, P.O. Box 8689, Douala, Cameroon. ^[1] Department of Electrical and Electronics Engineering, College of Technology (COT), University of Buea, P.O. Box Buea 63, Buea, Cameroon. ^[2] Department of Electrical Engineering, GLA University Mathura, Mathura, India. ^[3] Department of Physics, The Higher Teacher's Training College, Nonlinear Physics and Complex Systems Group, University of Yaoundé I, P.O. Box47, Yaounde, Cameroon.;Pure Physics Laboratory, Group of Nonlinear Physics and Complex Systems, Department of Physics, Faculty of Sciences, University of Douala, P.O. Box24157, Douala, Cameroon.;Laboratory of Mechanics, Materials and Structures, Department of Physics, Faculty of Science, University of Yaoundé I, P.O. Box 812, Yaoundé, Cameroon. ^[4] Department of Biosciences, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602 105, India.;University Centre for Research and Development, Chandigarh University, Gharuan, 140413, Mohali, India.;Applied Science Research Center, Applied Science Private University, Amman, 11931, Jordan. ^[5] Center for IT Research and Development, Tiako University in Oklahoma, Oklahoma City, OK, USA. ^[6] Department of Electrical and Computer Engineering, College of Engineering, Sustainable Energy Center of Excellency, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia. milkias.berhanu@aastu.edu.et. ^[7]

关键词 Climatic variability Energy consumption Energy modeling Energy production Hybrid models Polynomial regression Renewable energy planning Sinusoidal functions Temperature impact

DOI 10.1038/s41598-024-75244-0

PMID 39424655

发布时间 2024-10-21

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