A Selection of Optimal Weighting matrix for Model Following Multivariable Control System to Boiler-Turbine Equipment Using GA

GA를 이용한 보일러-터빈 설비의 모델 추종형 다변수 제어 시스템 설계를 위한 취적 가중치 행렬의 선정

  • ;
  • 黃現俊 ;
  • ;
  • Published : 1999.06.01

Abstract

The aim of this paper is to suggest a design method of the optimal model following control system using genetic algorithm (GA). This control system is designed by applying GA with reference model to the optimal determination of weighting matrices Q, R that are given by LQ regulator problem. The method to do this is that all the diagonal elements of weighting matrices are optimized simultaneously by GA, in the search domain selected adequately. And we design the model following control system to boi1er-turbine equipment by the proposed method. The model following control system designed by this method has the better command tracking performance than that of the control system designed by the trial-and-error method. The effectiveness of this control system is verified by computer simulation.

Keywords

References

  1. Int. J. of Control v.8 no.4 On the Linear Optimal Servo Problem E. Kreindler
  2. Trans. of SICE v.6 no.2 Linear Control System Optimally Following Model Step response I. Suga
  3. Trans. of SICE v.18 no.12 Synthesis of Model Following Servo Controller for Multivariable Linear System K. Furuta;K. Komiya
  4. Trans. of SICE v.8 no.2 Some Relations between the Weighting Coefficients of Performance Index and the Feedback Coefficients of Constructed System M. Hayase
  5. Trans. of SICE v.17 no.3 A Method for Deciding Weighting Matrices in a Linear Quadratic regulator Problem to Locate all Poles in the Specifified region N. Kawasaki;E. Shimemura
  6. Trans. of SICE v.17 no.6 An Algorithm for Determining the Weighting Matrices of the Quadratic Performance Function T. Takeda;T. Kitamori
  7. 線形 制御시스템 工學 金鐘植
  8. Genetic Algorithms in Search, Optimization, and Machine Learning D. E. Goldberg
  9. IEEE Trans. on Fuzzy Systems v.1 no.1 fuzzy Control of pH Using Genetic Algorithms C. L. Karr;E. J. Centry
  10. IEEE Trans. on Fuzzy Systems v.3 no.2 Simultenous Design of Membership Functions and Rule Sets for Fuzzy Controllers Using Genetic Algorithms A. Homaifar;E, McCormick
  11. IEEE Trans. on System, Man, And Cybermetics v.24 no.1 Genetic-Based New Fuzzy Reasoning Models with Application to Fuzzy Control D. Park;A. Kandel;G. Langholz
  12. Lund Institute of Technology Dynamic models for boiler-turbine-alternators units : data logs and parameter estimation for a 160[MW] unit R. B. Bell;K. J. Astrom
  13. Trans. of KIEE v.39 no.2 Design of a Boiler-Turbine Control System Using a Modified LOG/LTR Method W. H. Kwon;S. W. Kim;P. G. Park;E. K. Kim