Dynamic Economic Dispatch with Valve-Point Effect Using Crow Search Algorithm

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dc.contributor.authorÖztürk, Ali
dc.contributor.authorAndiç, Cenk
dc.contributor.authorTosun, Salih
dc.date.accessioned2023-07-26T11:57:34Z
dc.date.available2023-07-26T11:57:34Z
dc.date.issued2022
dc.departmentDÜ, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.description.abstractThis paper presents a method based on meta-heuristic to solve Dynamic Economic Dispatch (DED) problem in a power system. In this paper, Crow Search Algorithm (CSA), which is one of the heuristic methods is proposed to solve the DED problem in a power system. In this study, line losses, generation limit values of generators, generation-consumption balance, valve-point effect and ramp rate limits of generator are included as constraints. The proposed algorithm was implemented on two different test cases. Finally, the CSA results were compared with the results of well-known heuristics in the literature such as Particle Swarm Optimization (PSO), Genetic Algorithm (GA), Symbiotic Organism Search (SOS) algorithm, Artificial Bee Colony (ABC) algorithm, Simulated Annealing (SA), Imperial Competitive Algorithm (ICA), Modified Ant Colony Optimization (MACO) algorithm. The results show that the proposed algorithm has a better operating cost. With the results of the algorithm proposed in the test system 1, a profit of $2,056,5931 per day and $751,751,4815 per year is obtained. It is seen that with the results of the algorithm proposed in the test system 2, a daily profit of $12,279,7328 and a yearly profit of $4,482,102,472 are obtained. Test systems are operated by using less fuel with the results of the proposed algorithm and thus the harmful gas emissions released by thermal production units to the environment are also reduced.en_US
dc.identifier.doi10.17694/bajece.1075860
dc.identifier.endpage244en_US
dc.identifier.issn2147-284X
dc.identifier.issue3en_US
dc.identifier.startpage237en_US
dc.identifier.trdizinid1114384en_US
dc.identifier.urihttp://doi.org/10.17694/bajece.1075860
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/1114384
dc.identifier.urihttps://hdl.handle.net/20.500.12684/13230
dc.identifier.volume10en_US
dc.indekslendigikaynakTR-Dizinen_US
dc.institutionauthorÖztürk, Ali
dc.institutionauthorTosun, Salih
dc.language.isoenen_US
dc.relation.ispartofBalkan Journal of Electrical and Computer Engineeringen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.snmz$2023V1Guncelleme$en_US
dc.subjectDynamic economic dispatchen_US
dc.subjectThermal power unitsen_US
dc.subjectCrow search algorithmen_US
dc.subjectValve-point effect.en_US
dc.titleDynamic Economic Dispatch with Valve-Point Effect Using Crow Search Algorithmen_US
dc.typeArticleen_US

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