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Modeling and Optimizing the Charge of Electric Vehicles with Genetic Algorithm in the Presence of Renewable Energy Sources
|Journal of Operation and Automation in Power Engineering
|دوره 11، شماره 1، تیر 2023، صفحه 33-38 اصل مقاله (562.7 K)
|نوع مقاله: Research paper
|شناسه دیجیتال (DOI): 10.22098/joape.2023.9970.1707
|S. Chupradit1؛ G. Widjaja* 2؛ S. J. Mahendra3؛ M. H. Ali4؛ M. A. Tashtoush5، 6؛ A. Surendar7؛ M. M. Kadhim8، 9، 10؛ A. Y. Oudah9، 10؛ I. Fardeeva11؛ F. Firman12
|1Department of Occupational Therapy, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, 50200, Thailand
|2Faculty of Public Health, Universitas Indonesia; Faculty of Law, Universitas Krisnadwipayana
|3Department of Medical Electronics, M S Ramaiah Institute of Technology, Bengaluru.
|4Al-Nisour University College, Iraq
|5AL-Balqa Applied University , AL-Huson College University , P. O. Box 50, AL-Huson 21510, Jordan, AL-Huson
|6Sohar University, Faculty of Education & Arts, Sultanate of Oman
|7Department of Pharmacology, saveetha dental College and hospital, saveetha institute of medical and technical sciences, chennai, india
|8Department of Dentistry, Kut University College, Kut, Wasit, 52001, Iraq
|9Department of Computer Sciences, College of Education for Pure Science, University of Thi-Qar, Iraq
|10Information and Communication Technology Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, Iraq
|11Department of Legal Disciplines, Kazan Federal Uninersity, Kazan, Russia
|12Institut Agama Islam Negeri Palopo, Indonesia
|In recent years, as a result of remarkable increase in energy industry, discrimination between lower and higher loads as well as economic crisis which pestered a majority of countries; hence the usage of power plants became a significant issue. In addition, growing consumption of power and inexistence of valid source in satisfying the requirements has brought different problems such as diminish of fossil fuel resources, adversarial environmental influences, universal growth of Greenhouse Gases (GHGs). The associated issues have created technologies compatible with situations including Electric Vehicles (EVs). Regarding the efficiency of two-side exchange of energy within these vehicles, if there was a connection among the number of them and net under management and intelligent monitor of organization stability, so they can treat like a virtual tiny energy plant with start- up speed and free of cost. This paper presented the modeling and optimizing of the charge of electric vehicles with genetic algorithm in the presence of renewable energy sources. According to the results of this study, the cost of the HEV charge connected to the net is 75.88% less than the EV compared to the payment costs of the car (dis)charge in optimal patterns.
|Electric Vehicles (EVs)؛ Genetic Algorithm؛ Optimizing؛ Modeling؛ Renewable Energy Sources.
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