Comparison of different heuristic algorithms for location and value determination of STATCOM providing minimum losses in power systems
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Tarih
2017
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Pamukkale Univ
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
One of the most important issues of studies that have been done on the power systems is loss reduction, Flexible /-1. C transmission systems (FACTS) give significant opportunities to realize this aim, Static Synchronous Compensators (STATCOMs) are the most flexible and sophisticated structure as compared to the other FACTS devices in terms of operation, Total losses of u power system c hunge according to the location and reactive power output of STATCOM, In this work, it is aimed to find optimum locution and output value of a STATCOM that provide minimum kisses of power system by using four different heuristic algorithms and to compare these algorithms, Heuristic algorithms that ure used M this paper are Gravitational Search Algorithm (GSA), Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC) and Ant Colony Algorithm (ACA) respectively, These methods were applied to IEEE-14 bus test system, and optimum locutions and output values of STATCOMs that provide minimum losses have been found, Also, results of all methods are compared and discussed in terms of finding proper value and convergence speed,
Açıklama
Anahtar Kelimeler
Optimal location, STATCOM, Gravitationalsearch algorithm, Particle swarm optirnizatioo, Artificial bee colony, Ant colony algorithm
Kaynak
Pamukkale University Journal of Engineering Sciences-Pamukkale Universitesi Muhendislik Bilimleri Dergisi
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
23
Sayı
5
