In this study, load frequency of two area interconnected power systems are controlled based on Proportional Integral Derivative (PID) controller structures and gain parameters of controllers are decided using Grey Wolf Optimization (GWO) algorithm. Dynamic response of the proposed structure is investigated considering integral of time multiplied absolute error (ITEA) as cost function in a two area and multi source power system. Capability and efficiency of GWO algorithm is illustrated in comparison to Particle Swarm Optimization (PSO) and Artificial Bee colony (ABC). It is observed that GWO provides minimum value of cost function and better dynamic response among the considered algorithms.
Eser Adı (dc.title) | Load frequency control of two area and multi source power system using grey wolf optimization algorithm |
Yazar (dc.contributor.author) | Ahmet DOĞAN |
Tür (dc.type) | Bildiri |
Açık Erişim Tarihi (dc.date.available) | 2024-02-01 |
Alt Tür (dc.type.alttur) | Tam Metin |
Alt Tür 1 (dc.type.alttur1) | uluslararası |
Dergi, konferans, armağan kitap adı (dc.relation.journal) | 11th International Conference On Electrical And Electronics Engineering (ELECO 2019) |
Tarih (dc.date.issued) | 2019 |
Yayının İlk Sayfa Sayısı (dc.identifier.startpage) | 81 |
Yayının Son Sayfa Sayısı (dc.identifier.endpage) | 84 |
ORCID No (dc.contributor.orcid) | 0000-0002-9552-1997 |
Özet (dc.description.abstract) | In this study, load frequency of two area interconnected power systems are controlled based on Proportional Integral Derivative (PID) controller structures and gain parameters of controllers are decided using Grey Wolf Optimization (GWO) algorithm. Dynamic response of the proposed structure is investigated considering integral of time multiplied absolute error (ITEA) as cost function in a two area and multi source power system. Capability and efficiency of GWO algorithm is illustrated in comparison to Particle Swarm Optimization (PSO) and Artificial Bee colony (ABC). It is observed that GWO provides minimum value of cost function and better dynamic response among the considered algorithms. |
Dil (dc.language.iso) | EN |
DOI Numarası (dc.identifier.doi) | Yok |
Konu Başlıkları (dc.subject) | Grey wolf optimization algorithm |
İsmi Geçen (dc.identifier.ismigecen) | Web Of Since ismi geçen |
İsmi Geçen (dc.identifier.ismigecen) | Üniversite ismi geçen |
Dizin Platformu (dc.relation.platform) | WOS |
Tam Metin Yayınlansın Mı? (dc.identifier.tammetin) | Evet |