Tuning of Fuzzy Control Systems by Artificial Bee Colony with Dynamic Parameter Values Algorithm for Traction Power System

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dc.contributor.authorShahbazova, S.N.
dc.contributor.authorEkmekci, D.
dc.date.accessioned2024-09-29T16:21:17Z
dc.date.available2024-09-29T16:21:17Z
dc.date.issued2023
dc.departmentKarabük Üniversitesien_US
dc.description.abstractTraction power supply systems are one of the main parameters for high-speed train transportation, which has become increasingly common recently. The system can be controlled by a combination of different techniques. Simulation modeling shows that traction power supply systems make it possible to improve the power quality and reduce power losses in traction substations. This study proposes a fuzzy control system (FCS) using the Sugeno inference system to control the traction power supply system. Artificial Bee Colony with Dynamic Parameter Values (ABC-DPV) algorithm was used in the parameter optimization of MFs and rule selection of the designed system. ABC-DPV is a version of ABC that dynamically updates the parameter values of the algorithm in the search process to improve the exploitation and exploration capability of the algorithm. The proposed FCS has been tested on samples obtained from the simulation results, and it produces reasonable solutions at negligible error levels. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.en_US
dc.identifier.doi10.1007/978-3-031-23476-7_21
dc.identifier.endpage248en_US
dc.identifier.issn1434-9922
dc.identifier.scopus2-s2.0-85163801142en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage233en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-031-23476-7_21
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9667
dc.identifier.volume423en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofStudies in Fuzziness and Soft Computingen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial bee colony with dynamic parameter values algorithmen_US
dc.subjectFuzzy control systemsen_US
dc.subjectTraction power systemen_US
dc.titleTuning of Fuzzy Control Systems by Artificial Bee Colony with Dynamic Parameter Values Algorithm for Traction Power Systemen_US
dc.typeBook Parten_US

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