Improved load frequency control of interconnected power systems using energy storage devices and a new cost function

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dc.authoridÖztürk, Nihat/0000-0002-0607-1868
dc.authorwosidÖztürk, Nihat/H-8697-2018
dc.contributor.authorÇelik, Emre
dc.contributor.authorÖztürk, Nihat
dc.contributor.authorHoussein, Essam H.
dc.date.accessioned2023-07-26T11:57:15Z
dc.date.available2023-07-26T11:57:15Z
dc.date.issued2023
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractThis paper investigates the use of energy storage devices (ESDs) as back-up sources to escalate load frequency control (LFC) of power systems (PSs). The PS models implemented here are 2-area linear and nonlinear non-reheat thermal PSs besides 3-area nonlinear hydro-thermal PS. PID controller is employed as secondary controller in each control area and ESDs such as battery energy storage system, flywheel energy storage system and ultra-capacitor are employed to assist LFC task during crest load disturbances. PID controller parameters are optimized by salp swarm algorithm (SSA) using a new cost function. This function is innovative, improving system stability by increasing stability margin of the system. Contribution of the proposed approach are thoroughly justified by contrasting it against the renowned works in the state-of-the-art. The comparison analysis clearly unveils that SSA optimized PID controller with ESDs is able to significantly reduce settling time and unwanted oscillations of frequency and tie-line power deviations with a greater stability margin. Our proposal is also more economic than the existing solutions considering the trade-off between simplicity and effectiveness.en_US
dc.identifier.doi10.1007/s00521-022-07813-1
dc.identifier.endpage697en_US
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85138240557en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage681en_US
dc.identifier.urihttps://doi.org/10.1007/s00521-022-07813-1
dc.identifier.urihttps://hdl.handle.net/20.500.12684/13096
dc.identifier.volume35en_US
dc.identifier.wosWOS:000859288300003en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorÇelik, Emre
dc.language.isoenen_US
dc.publisherSpringer London Ltden_US
dc.relation.ispartofNeural Computing & Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz$2023V1Guncelleme$en_US
dc.subjectEnergy Storage Devices; Cost Function; Load Frequency Control; Governor Dead Band; Generation Rate Constraint; Pid Controller; Salp Swarm Algorithmen_US
dc.subjectAutomatic-Generation Control; Differential Evolution Algorithm; Stochastic Fractal Search; Symbiotic Organisms Search; Pid Controller; Efficient Design; Thermal System; Optimization; Parameters; Agcen_US
dc.titleImproved load frequency control of interconnected power systems using energy storage devices and a new cost functionen_US
dc.typeArticleen_US

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