Artificial Intelligence for Energy Processes and Systems: Applications and Perspectives

Dorian Skrobek; Jaroslaw Krzywanski; Marcin Sosnowski; Ghulam Moeen Uddin; Waqar Muhammad Ashraf; Karolina Grabowska; Anna Zylka; Anna Kulakowska; Wojciech Nowak

doi:10.3390/en16083441

Energies (Apr 2023)

Artificial Intelligence for Energy Processes and Systems: Applications and Perspectives

Dorian Skrobek,
Jaroslaw Krzywanski,
Marcin Sosnowski,
Ghulam Moeen Uddin,
Waqar Muhammad Ashraf,
Karolina Grabowska,
Anna Zylka,
Anna Kulakowska,
Wojciech Nowak

Affiliations

Dorian Skrobek: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Jaroslaw Krzywanski: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Marcin Sosnowski: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Ghulam Moeen Uddin: Department of Mechanical Engineering, University of Engineering and Technology, Lahore, Lahore 54890, Punjab, Pakistan
Waqar Muhammad Ashraf: Sargent Centre for Process Systems Engineering, Department of Chemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
Karolina Grabowska: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Anna Zylka: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Anna Kulakowska: Faculty of Science and Technology, Jan Dlugosz University in Czestochowa, Armii Krajowej 13/15, 42-200 Czestochowa, Poland
Wojciech Nowak: Faculty of Energy and Fuels, AGH University of Science and Technology, A. Mickiewicza 30, 30-059 Cracow, Poland

DOI: https://doi.org/10.3390/en16083441
Journal volume & issue: Vol. 16, no. 8
p. 3441

Abstract

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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.

Published in Energies

ISSN: 1996-1073 (Online)
Publisher: MDPI AG
Country of publisher: Switzerland
LCC subjects: Technology
Website: http://www.mdpi.com/journal/energies

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