A Comparative Study for Optimum Computation of PID Parameters Using Metaheuristic Algorithms in a DC-DC Buck Converter Application

Creative Commons License

Akay B., Danayiyen Y.

13th International Istanbul Scientific Research Congresses, İstanbul, Türkiye, 29 Nisan 2023, ss.259-266, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.259-266
  • Açık Arşiv Koleksiyonu: AVESİS Açık Erişim Koleksiyonu
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

In this paper, optimal computation of PID (Proportional-Integral-Derivative) parameters is carried

out for a DC-DC Buck Converter by using GWO (Grey Wolf Optimizer) Algorithm. Moreover, the

results obtained using GWO are compared with HHOA (Harris Hawks Optimization Algorithm), WOA (Whale Optimization Algorithm) and GA (Genetic Algorithm). In addition, the study selects the ITSE

(Integral of Time multiplied Squared Error) as the performance measure for PID controllers, which is

widely used in literature. The comparison of the results indicates that the GWO algorithm outperforms

HHOA, WOA, and GA in terms of transient responses such as settling time, rise time, and overshoot,

leading to superior PID parameters.