Automatic generation controller based on whale optimization algorithm in PV-thermal power systems

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dc.contributor.authorCan, Ozay
dc.contributor.authorEroğlu, Hasan
dc.contributor.authorÖztürk, Ali
dc.date.accessioned2023-07-26T11:57:29Z
dc.date.available2023-07-26T11:57:29Z
dc.date.issued2023
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractTo ensure a balance between the power generated and the consumed power in power systems, a control process namely automatic generation control (AGC) must be carried out. This process becomes more challenging due to increasing use of renewable energy sources (RES) such as wind turbines (WT) and photovoltaic (PV) panels. Therefore, AGC needs to be performed more sensitively. In this study, it has been aimed to determine the parameters of the PID controller by using the whale optimization algorithm (WOA) for the AGC in a hybrid power system consisting of photovoltaic (PV) system and thermal generator. The performance of WOA tuned PID controller is tested under load change in area-1 and area-2. Additionally, comparisons have been made with the performances of other optimization techniques such as firefly algorithm (FA), genetic algorithm (GA) and population extremal algorithm (PEO). The results obtained indicated that the WOA tuned PID controller proposed in the study gave better results than the other methods in terms of overshoot values and settling time of system frequency.en_US
dc.identifier.doi10.17341/gazimmfd.984019
dc.identifier.endpage926en_US
dc.identifier.issn1300-1884
dc.identifier.issn1304-4915
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85157983703en_US
dc.identifier.startpage915en_US
dc.identifier.trdizinid1158775en_US
dc.identifier.urihttps://doi.org/10.17341/gazimmfd.984019
dc.identifier.urihttps://hdl.handle.net/20.500.12684/13195
dc.identifier.volume38en_US
dc.identifier.wosWOS:000873967500022en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.institutionauthorÖztürk, Ali
dc.language.isotren_US
dc.publisherGazi Univ, Fac Engineering Architectureen_US
dc.relation.ispartofJournal of The Faculty of Engineering and Architecture of Gazi Universityen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz$2023V1Guncelleme$en_US
dc.subjectAutomatic Generation Control; Whale Optimization Algorithm; Pid Controller; Pv System; Frequency Deviationen_US
dc.subjectFrequency Regulation; Hybrid; Agcen_US
dc.titleAutomatic generation controller based on whale optimization algorithm in PV-thermal power systemsen_US
dc.typeArticleen_US

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