Sine-cosine algorithm-based optimization for automatic voltage regulator system
Yükleniyor...
Dosyalar
Tarih
2019-04-01
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
SAGE
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
A novel design method, sine-cosine algorithm (SCA) is presented in this paper to determine optimum proportional-integral-derivative (PID) controller parameters of an automatic voltage regulator (AVR) system. The proposed approach is a simple yet effective algorithm that has balanced exploration and exploitation capabilities to search the solutions space effectively to find the best result. The simplicity of the algorithm provides fast and high-quality tuning of optimum PID controller parameters. The proposed SCA-PID controller is validated by using a time domain performance index. The proposed method was found efficient and robust in improving the transient response of AVR system compared with the PID controllers based on Ziegler-Nichols (ZN), differential evolution (DE), artificial bee colony (ABC) and bio-geography-based optimization (BBO) tuning methods.
Açıklama
Anahtar Kelimeler
Sine-cosine algorithm, Optimization, Automatic voltage regulator
Kaynak
WoS Q Değeri
Q3
Scopus Q Değeri
Q2
Cilt
41
Sayı
6
Künye
Hekimoğlu, B. (2019). Sine-cosine algorithm-based optimization for automatic voltage regulator system. Transactions of the Institute of Measurement and Control, 41(6), 1761–1771.DOI: https://doi.org/10.1177/0142331218811453
