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A review of metaheuristic techniques for optimal integration of electrical units in distribution networks

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dc.contributor.author Adetunji, KE
dc.contributor.author Hofsajer, IW
dc.contributor.author Abu-Mahfouz, Adnan MI
dc.contributor.author Cheng, L
dc.date.accessioned 2021-07-09T10:28:30Z
dc.date.available 2021-07-09T10:28:30Z
dc.date.issued 2021-01
dc.identifier.citation Adetunji, K., Hofsajer, I., Abu-Mahfouz, A.M. & Cheng, L. 2021. A review of metaheuristic techniques for optimal integration of electrical units in distribution networks. <i>IEEE Access, 9.</i> http://hdl.handle.net/10204/12047 en_ZA
dc.identifier.issn 2169-3536
dc.identifier.uri DOI: 10.1109/ACCESS.2020.3048438
dc.identifier.uri http://hdl.handle.net/10204/12047
dc.description.abstract The optimal integration of electrical units, such as distributed generation units, power electronic devices, and electric vehicles, is a significant development of smart grids. This development has effectively transformed the traditional grid system, promising numerous advantages for economic values and autonomous energy source control. In smart grids development, metaheuristic algorithms are one of the optimization algorithms that have been applied extensively to mitigate the accompanying problems such as voltage instability, power loss, and high installation cost. This paper presents a comprehensive review of metaheuristic techniques for the optimal integration of electrical units in distribution networks, considering different phases of the optimization process. These include the approaches for handling of crucial objective functions and the optimal integration methods for different electrical units. This review shows a need for more research on developing efficient metaheuristic algorithms and the effective handling of multiple objective functions. en_US
dc.format Fulltext en_US
dc.language.iso en en_US
dc.relation.uri https://ieeexplore.ieee.org/abstract/document/9311503 en_US
dc.source IEEE Access, 9 en_US
dc.subject Decision making en_US
dc.subject Distributed generation en_US
dc.subject Distribution networks en_US
dc.subject Electric vehicles en_US
dc.subject Metaheuristic optimization algorithms en_US
dc.subject Multi-objective optimization en_US
dc.subject Optimal location and sizing en_US
dc.subject Smart grids en_US
dc.title A review of metaheuristic techniques for optimal integration of electrical units in distribution networks en_US
dc.type Article en_US
dc.description.pages 5046-5068 en_US
dc.description.note This work is licensed under a Creative Commons Attribution 4.0 License en_US
dc.description.cluster Next Generation Enterprises & Institutions en_US
dc.description.impactarea EDTRC Management en_US
dc.identifier.apacitation Adetunji, K., Hofsajer, I., Abu-Mahfouz, A. M., & Cheng, L. (2021). A review of metaheuristic techniques for optimal integration of electrical units in distribution networks. <i>IEEE Access, 9</i>, http://hdl.handle.net/10204/12047 en_ZA
dc.identifier.chicagocitation Adetunji, KE, IW Hofsajer, Adnan MI Abu-Mahfouz, and L Cheng "A review of metaheuristic techniques for optimal integration of electrical units in distribution networks." <i>IEEE Access, 9</i> (2021) http://hdl.handle.net/10204/12047 en_ZA
dc.identifier.vancouvercitation Adetunji K, Hofsajer I, Abu-Mahfouz AM, Cheng L. A review of metaheuristic techniques for optimal integration of electrical units in distribution networks. IEEE Access, 9. 2021; http://hdl.handle.net/10204/12047. en_ZA
dc.identifier.ris TY - Article AU - Adetunji, KE AU - Hofsajer, IW AU - Abu-Mahfouz, Adnan MI AU - Cheng, L AB - The optimal integration of electrical units, such as distributed generation units, power electronic devices, and electric vehicles, is a significant development of smart grids. This development has effectively transformed the traditional grid system, promising numerous advantages for economic values and autonomous energy source control. In smart grids development, metaheuristic algorithms are one of the optimization algorithms that have been applied extensively to mitigate the accompanying problems such as voltage instability, power loss, and high installation cost. This paper presents a comprehensive review of metaheuristic techniques for the optimal integration of electrical units in distribution networks, considering different phases of the optimization process. These include the approaches for handling of crucial objective functions and the optimal integration methods for different electrical units. This review shows a need for more research on developing efficient metaheuristic algorithms and the effective handling of multiple objective functions. DA - 2021-01 DB - ResearchSpace DP - CSIR J1 - IEEE Access, 9 KW - Decision making KW - Distributed generation KW - Distribution networks KW - Electric vehicles KW - Metaheuristic optimization algorithms KW - Multi-objective optimization KW - Optimal location and sizing KW - Smart grids LK - https://researchspace.csir.co.za PY - 2021 SM - 2169-3536 T1 - A review of metaheuristic techniques for optimal integration of electrical units in distribution networks TI - A review of metaheuristic techniques for optimal integration of electrical units in distribution networks UR - http://hdl.handle.net/10204/12047 ER - en_ZA
dc.identifier.worklist 24634 en_US


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