Advertisement

Fuzzy Compensator Using RGA for TRMS Control

  • Jih-Gau Juang
  • Wen-Kai Liu
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4114)

Abstract

This paper presents a new approach using fuzzy compensator and PID controller to an experimental propeller setup which is called the twin rotor multi-input multi-output system (TRMS). Some previous works ignored the interactions between two axes and the controller being designed in horizontal or vertical direction separately. The goal of this study is to stabilize the TRMS in significant cross coupling conditions and to experiment with trajectory tracking. The fuzzy compensator and PID controller design is performed by a real-valued GA (RGA) with system performance index as fitness function. We apply the integral of time multiplied by the square error criterion to form a suitable fitness function in the RGA. Simulation results show that the proposed design can successfully adapt system nonlinearity and complex coupling conditions.

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Jih-Gau Juang
    • 1
  • Wen-Kai Liu
    • 1
  1. 1.Department of Communications and Guidance Engineering, National Taiwan Ocean University, Keelung, Taiwan 20224China

Personalised recommendations