Auto-tuning of PID controller according to fractional-order reference model approximation for DC rotor control

ALAGÖZ B. B., ATEŞ A., YEROĞLU C.

MECHATRONICS, cilt.23, sa.7, ss.789-797, 2013 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 23 Sayı: 7
  • Basım Tarihi: 2013
  • Doi Numarası: 10.1016/j.mechatronics.2013.05.001
  • Dergi Adı: MECHATRONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.789-797
  • Anahtar Kelimeler: Online auto-tuning, Flight control, PID rotor control, Optimization, PREDICTIVE CONTROL, DESIGN, IMPLEMENTATION, OPTIMIZATION, SYSTEM
  • İnönü Üniversitesi Adresli: Evet

Özet

This paper presents a stochastic, multi-parameters, divergence optimization method for the auto-tuning of proportional-integral-derivative (PID) controllers according to a fractional-order reference model. The study aimed to approximate the step response of the real closed-loop flight control system to the response of a theoretical reference model for a smoother and more precise flight control experience. The proposed heuristic optimization method can auto-tune a PID controller without a precise plant model. This is very advantageous when dealing with model and parameter uncertainties in real control application and practice. Experimental study confirms the reference model driven auto-tuning of the DC rotor prototype. (C) 2013 Elsevier Ltd. All rights reserved.