LAPSE:2023.34880
Published Article
LAPSE:2023.34880
Artificial Intelligence for Energy Processes and Systems: Applications and Perspectives
April 28, 2023
In recent years, artificial intelligence has become increasingly popular and is more often used by scientists and entrepreneurs. The rapid development of electronics and computer science is conducive to developing this field of science. Man needs intelligent machines to create and discover new relationships in the world, so AI is beginning to reach various areas of science, such as medicine, economics, management, and the power industry. Artificial intelligence is one of the most exciting directions in the development of computer science, which absorbs a considerable amount of human enthusiasm and the latest achievements in computer technology. This article was dedicated to the practical use of artificial neural networks. The article discusses the development of neural networks in the years 1940−2022, presenting the most important publications from these years and discussing the latest achievements in the use of artificial intelligence. One of the chapters focuses on the use of artificial intelligence in energy processes and systems. The article also discusses the possible directions for the future development of neural networks.
Record ID
Keywords
Artificial Intelligence, deep learning, energy processes and systems, Machine Learning, neural networks
Suggested Citation
Skrobek D, Krzywanski J, Sosnowski M, Uddin GM, Ashraf WM, Grabowska K, Zylka A, Kulakowska A, Nowak W. Artificial Intelligence for Energy Processes and Systems: Applications and Perspectives. (2023). LAPSE:2023.34880
Author Affiliations
Skrobek D: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Krzywanski J: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Sosnowski M: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Uddin GM: Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Lahore 54890, Punjab, Pakistan
Ashraf WM: Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
Grabowska K: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Zylka A: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Kulakowska A: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Nowak W: Faculty of Energy and Fuels, AGH University of Science and Technology, A. Mickiewicza 30, 30-059 Cracow, Poland [ORCID]
Krzywanski J: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Sosnowski M: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Uddin GM: Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Lahore 54890, Punjab, Pakistan
Ashraf WM: Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
Grabowska K: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Zylka A: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Kulakowska A: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland [ORCID]
Nowak W: Faculty of Energy and Fuels, AGH University of Science and Technology, A. Mickiewicza 30, 30-059 Cracow, Poland [ORCID]
Journal Name
Energies
Volume
16
Issue
8
First Page
3441
Year
2023
Publication Date
2023-04-14
Published Version
ISSN
1996-1073
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PII: en16083441, Publication Type: Journal Article
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LAPSE:2023.34880
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doi:10.3390/en16083441
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Apr 28, 2023
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