Sine-cosine algorithm-based optimization for automatic voltage regulator system

Yükleniyor...
Küçük Resim

Tarih

2019-04-01

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