Performance analysis of biogeography-based optimization for automatic   voltage regulator system

Uğur GÜVENÇ; Ali Hakan IŞIK; Tuncay YİĞİT; İbrahim AKKAYA

Makale detayları

Performance analysis of biogeography-based optimization for automatic voltage regulator system

Yazarlar:

Uğur GÜVENÇ | Ali Hakan IŞIK | Tuncay YİĞİT | İbrahim AKKAYA

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1150-1162

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000742048

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

A self-tuning method to determine the appropriate   parameters of a proportional-integral-derivative controller for an automatic   voltage regulator (AVR) system using a biogeography-based optimization (BBO)   algorithm is proposed in this study. The BBO algorithm was developed based   on the theory of biogeography, which describes migration and its results. We   propose that the BBO algorithm has a high-quality solution and stable   convergence characteristics, and thus it improves the transient response of   the controlled system. The performance of the BBO algorithm depends on the   transient response, root locus, and Bode analysis. Robustness analysis is   done in the AVR system, which is tuned by an artificial bee colony (ABC)   algorithm in order to identify its response to changes in the system   parameters. We compare the BBO algorithm with the ABC algorithm, particle   swarm optimization algorithm, and differential evolution algorithm. The   results of this comparison show that the BBO algorithm has a better tuning   capability than the other optimization algorithms.

Makale detayları

Performance analysis of biogeography-based optimization for automatic voltage regulator system

Yazarlar: Uğur GÜVENÇ | Ali Hakan IŞIK | Tuncay YİĞİT | İbrahim AKKAYA

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1150-1162

Belge Tipi: Makale

Yayın Tarihi: 5/2016

Belge Dili: Türkçe

Document ID (Org No.): 2000742048

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Uğur GÜVENÇ | Ali Hakan IŞIK | Tuncay YİĞİT | İbrahim AKKAYA

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2016 Vol.24 Issue 3, pp.1150-1162

Belge Tipi:

Makale

Yayın Tarihi:

5/2016

Belge Dili:

Türkçe

Document ID (Org No.):

2000742048

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632