• CN: 11-2187/TH
  • ISSN: 0577-6686

›› 2014, Vol. 50 ›› Issue (10): 191-198.

• Article • Previous Articles     Next Articles

Forecast Iterative Learning Control with Forgetting Factor and Its Application in Valve-controlled Asymmetric Cylinder

WANG Shoukun;PENG Jianmin   

  1. Key Laboratory of Intelligent Control and Decision for Complex System, Beijing Institute of Technology
  • Published:2014-05-20

Abstract: Valve-controlled asymmetric cylinder belongs to typical nonlinear and time-varying system at elastic load, in order to eliminate oscillation result from traditional PD-type iterative learning control, a kind of forecast iterative learning control with a forgetting factor is designed. The system mathematical model is built, and the performance characteristics of valve-controlled asymmetric cylinder system are analyzed. The fundamental of iterative learning control is introduced, the problems of traditional PD-type algorithm are analyzed; a forgetting factor is added in the iterative learning control to inhibit the oscillation, the control effect by different forgetting factor value is analyzed by simulating, a part of forecast system given is increased to improve the system accuracy, because forgetting factor lower the system performance. Both simulations and experiments show that, in the valve-controlled asymmetric cylinder system, using forecast iterative learning control with a forgetting factor will overcome oscillation well with a forgetting factor, and can improve accuracy by forecast iterative.

Key words: elastic load;valve-controlled asymmetric cylinder;iterative learning control;forgetting factor;forecast iterative

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