Analysis of soccer league competition algorithm for load frequency control in nonlinear ınterconnected power system

Load Frequency Control (LFC) is a significant tool that provides an equilibrium between generating and consuming real power for efficient operation of power system. In this paper, design and performance analysis of Soccer League Competition (SLC) algorithm is provided for optimal solution of LFC in nonlinear interconnected power systems. SLC algorithm has ability of escaping from local minimums while increasing searching capability accuracy with their operators. PID controller parameters are optimized in order to minimize Integral of Time multiplied Absolute Error (ITAE) as objective function. In order to demonstrate efficiency of SLC, two different nonlinear test systems are employed as case studies. At the first instant of study, two area nonlinear thermal power plants with proper value of Generation Rate Constraints (GRC) is considered as test system. Then, the simulations are employed for three-area unequal power system consist of important system limitations such as GRC, Time Delay (TD) and Governor Dead Band (GDB). Simulation results reveal that better dynamic performance of different test systems is obtained using SLC among the considered algorithms.

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15 Ağustos 2024 10:55
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Eser Adı
(dc.title)
Analysis of soccer league competition algorithm for load frequency control in nonlinear ınterconnected power system
Yazar
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Ahmet DOĞAN
Tür
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Makale/Derleme
Dizin Platformu
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Tr-Dizin
Tarih
(dc.date.issued)
2021
WOS Kategorileri
(dc.identifier.wos)
Ulusal hakemli dergilerde (ULAKBİM veri tabanlarına dahil olan dergilerde) yayımlanan makaleler
Makalenin Sayısı
(dc.identifier.issue)
3
Cilt Numarası
(dc.identifier.volume)
9
Yayıncı
(dc.publisher)
Journal of Engineering Sciences and Design
Yayının Son Sayfa Sayısı
(dc.identifier.endpage)
879
Yayının İlk Sayfa Sayısı
(dc.identifier.startpage)
866
DOI Numarası
(dc.identifier.doi)
10.21923/jesd.832665
ORCID No
(dc.contributor.orcid)
0000-0002-9552-1997
Dil
(dc.language.iso)
EN
Tam Metin Yayınlansın Mı?
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Evet
Özet
(dc.description.abstract)
Load Frequency Control (LFC) is a significant tool that provides an equilibrium between generating and consuming real power for efficient operation of power system. In this paper, design and performance analysis of Soccer League Competition (SLC) algorithm is provided for optimal solution of LFC in nonlinear interconnected power systems. SLC algorithm has ability of escaping from local minimums while increasing searching capability accuracy with their operators. PID controller parameters are optimized in order to minimize Integral of Time multiplied Absolute Error (ITAE) as objective function. In order to demonstrate efficiency of SLC, two different nonlinear test systems are employed as case studies. At the first instant of study, two area nonlinear thermal power plants with proper value of Generation Rate Constraints (GRC) is considered as test system. Then, the simulations are employed for three-area unequal power system consist of important system limitations such as GRC, Time Delay (TD) and Governor Dead Band (GDB). Simulation results reveal that better dynamic performance of different test systems is obtained using SLC among the considered algorithms.
İsmi Geçen
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Diğer veritabanı ismi geçen
Açık Erişim Tarihi
(dc.date.available)
2024-02-01
Konu Başlıkları
(dc.subject)
Optimization
Konu Başlıkları
(dc.subject)
Load Frequency Control
Konu Başlıkları
(dc.subject)
PID
Konu Başlıkları
(dc.subject)
Heuristic Algorithms
Analizler
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