Optimal Power Flow Using Manta Ray Foraging Optimization

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dc.authorscopusid25651286200
dc.authorscopusid57216417848
dc.authorscopusid35101845300
dc.authorscopusid57199648907
dc.contributor.authorGuvenc, U.
dc.contributor.authorBakir, H.
dc.contributor.authorDuman, S.
dc.contributor.authorOzkaya, B.
dc.date.accessioned2021-12-01T18:38:56Z
dc.date.available2021-12-01T18:38:56Z
dc.date.issued2021
dc.department[Belirlenecek]en_US
dc.description.abstractThe optimal power flow (OPF) stands for the problem of specifying the best-operating levels for electric power plants in order to meet demands given throughout a transmission network, usually with the objective of minimizing operating cost. Recently, the OPF has become one of the most important problems for the economic operation of modern electrical power plants. The OPF problem is a non-convex, high-dimensional optimization problem, and powerful metaheuristic optimization algorithms are needed to solve it. In this paper, manta ray foraging optimization (MRFO) was used to solve the OPF problem which takes into account the prohibited operating zones (POZs). The performance of the MRFO was tested on IEEE 30-bus test system. The results obtained from the simulations were compared with well-known optimization algorithms in the literature. The comparative results showed that the MRFO method ensures high-quality solutions for the OPF problem. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.en_US
dc.identifier.doi10.1007/978-3-030-79357-9_14
dc.identifier.endpage149en_US
dc.identifier.issn23674512
dc.identifier.scopus2-s2.0-85109859265en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage136en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-030-79357-9_14
dc.identifier.urihttps://hdl.handle.net/20.500.12684/9925
dc.identifier.volume76en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofLecture Notes on Data Engineering and Communications Technologiesen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectManta ray foraging optimizationen_US
dc.subjectOptimal power flowen_US
dc.subjectPower system optimizationen_US
dc.subjectProhibited operating zonesen_US
dc.titleOptimal Power Flow Using Manta Ray Foraging Optimizationen_US
dc.typeBook Chapteren_US

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