Henry Gas Solubility Optimization Algorithm Based FOPID Controller Design for Automatic Voltage Regulator
2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020, İstanbul, Türkiye, 12 - 13 Haziran 2020, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/icecce49384.2020.9179406
- Basıldığı Şehir: İstanbul
- Basıldığı Ülke: Türkiye
- Anahtar Kelimeler: Automatic voltage regulator, Fractional order PID controller, Henry gas solubility optimization (HGSO), Meta-heuristic algorithm, Parameter tuning
- Bursa Uludağ Üniversitesi Adresli: Hayır
Özet
Henry gas solubility optimization (HGSO) algorithm is proposed for terminal voltage control of a generator in an automatic voltage regulator (AVR) system using a fractional order proportional-integral-derivative (FOPID) controller. The proposed technique was utilized for obtaining optimal parameters of FOPID by minimizing a time domain objective function. The box plot and convergence analyses were carried out in order to show the efficiency of the proposed approach. The performance of HGSO-based FOPID controller (HGSO-FOPID) compared with salp swarm algorithm based FOPID (SSA-FOPID) controller, stochastic fractal search algorithm based PID (SFS-PID) and improved kidney algorithm based PID (IKA-PID) controllers via transient and frequency response analyses. The simulation results have showed that the performance of the proposed HGSO-FOPID controller is better than SSA-FOPID, SFS-PID, and IKA-PID controllers.