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https://doi.org/10.17559/TV-20200530094834

Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya

Abdurazaq Elbaz*   ORCID icon orcid.org/0000-0002-2358-7807 ; Karabuk University, Engineering Faculty, Electrical and Electronics Department, Karabuk, 78100, Turkey
Muhammet Tahir Guneser   ORCID icon orcid.org/0000-0003-3502-2034 ; Karabuk University, Engineering Faculty, Electrical and Electronics Department, Karabuk, 78100, Turkey

Puni tekst: engleski, pdf (746 KB) str. 523-529 preuzimanja: 35* citiraj
APA 6th Edition
Elbaz*, A. i Guneser, M.T. (2021). Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya. Tehnički vjesnik, 28 (2), 523-529. https://doi.org/10.17559/TV-20200530094834
MLA 8th Edition
Elbaz*, Abdurazaq i Muhammet Tahir Guneser. "Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya." Tehnički vjesnik, vol. 28, br. 2, 2021, str. 523-529. https://doi.org/10.17559/TV-20200530094834. Citirano 16.05.2021.
Chicago 17th Edition
Elbaz*, Abdurazaq i Muhammet Tahir Guneser. "Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya." Tehnički vjesnik 28, br. 2 (2021): 523-529. https://doi.org/10.17559/TV-20200530094834
Harvard
Elbaz*, A., i Guneser, M.T. (2021). 'Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya', Tehnički vjesnik, 28(2), str. 523-529. https://doi.org/10.17559/TV-20200530094834
Vancouver
Elbaz* A, Guneser MT. Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya. Tehnički vjesnik [Internet]. 2021 [pristupljeno 16.05.2021.];28(2):523-529. https://doi.org/10.17559/TV-20200530094834
IEEE
A. Elbaz* i M.T. Guneser, "Algorithms to Model and Optimize a Stand-Alone Photovoltaic-Diesel-Battery System: An Application in Rural Libya", Tehnički vjesnik, vol.28, br. 2, str. 523-529, 2021. [Online]. https://doi.org/10.17559/TV-20200530094834

Sažetak
This paper introduces a new optimum calculation technique for a stand-alone hybrid photovoltaic-diesel-battery system (PDBS), which meets the energy requirements of a small village in southern Libya. The bat algorithm design strategy is applied to reduce the annual cost of the system, taking into consideration the controlled electricity restriction and the optimal numbers of PV panels, diesel generators, and batteries. Comparative tests are performed using MATLAB for the bat algorithm with the grey wolf search algorithm and particle swarm optimization, demonstrating that the bat algorithm determines the optimum size of the PDBS effectively at a lower expense. Results then indicate that, taking into account the reliability characteristics, this has a significant effect on optimum capacity, load supply, and cost.

Ključne riječi
annual system cost; bat algorithm; grey wolf optimization algorithm; particle swarm optimization algorithm; photovoltaic-diesel-battery system

Hrčak ID: 255822

URI
https://hrcak.srce.hr/255822

Posjeta: 62 *