Honey Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Battery

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dc.authoridAndiç, Cenk/0000-0003-1123-899X
dc.contributor.authorAndiç, Cenk
dc.contributor.authorÖzümcan, Sercan
dc.contributor.authorÖztürk, Ali
dc.contributor.authorTürkay, Belgin
dc.date.accessioned2023-07-26T11:54:46Z
dc.date.available2023-07-26T11:54:46Z
dc.date.issued2022
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description4th IEEE Global Power, Energy and Communication Conference (IEEE GPECOM) -- JUN 14-17, 2022 -- Cappadocia, TURKEYen_US
dc.description.abstractThis paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.en_US
dc.description.sponsorshipIEEE,IEEE Ind Applicat Soc,IEEE Ind Elect Soc,IEEE Power & Energy Soc,IEEE Power Elect Soc,Nevsehir Haci Bektas Veli Univ,Univ Nova Lisboa,Univ Palermoen_US
dc.identifier.doi10.1109/GPECOM55404.2022.9815701
dc.identifier.endpage310en_US
dc.identifier.isbn978-1-6654-6925-8
dc.identifier.scopus2-s2.0-85134880314en_US
dc.identifier.startpage307en_US
dc.identifier.urihttps://doi.org/10.1109/GPECOM55404.2022.9815701
dc.identifier.urihttps://hdl.handle.net/20.500.12684/12917
dc.identifier.wosWOS:000854056400053en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÖzümcan, Sercan
dc.institutionauthorÖztürk, Ali
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2022 Ieee 4th Global Power, Energy and Communication Conference (Ieee Gpecom2022)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz$2023V1Guncelleme$en_US
dc.subjectEv Battery; Load Frequency Control; Honey Badger Algorithm; Two-Area Power Systemen_US
dc.titleHoney Badger Algorithm Based Tuning of PID Conroller for Load Frequency Control in Two-Area Power System Including Electric Vehicle Batteryen_US
dc.typeConference Objecten_US

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