Title :
Boundary predictive control of first-order linear modulus-varying distributed parameter systems based on wavelets transformation
Author :
Ding, Dou-zhang ; Gu, Xing-Sheng
Author_Institution :
East China Univ. of Sci. & Technol., Shanghai
Abstract :
A new idea to control of distributed parameter systems is to induct the boundary control idea into predictive control of distributed parameter systems. Because of complexity of distributed parameter systems, control system design is the difficulty of control theory. In this paper, discrete-time boundary predictive control algorithm of first-order linear modulus-varying distributed parameter systems based on orthogonal wavelets transformation is proposed. First-order linear modulus-varying distributed parameter systems in boundary control is approximated in Haar wavelets transformation. So the predictive control proposition of distributed parameter systems has been transformed into the predictive control issue of lumped parameter systems. The boundary predictive controller is designed for the input sequence returning to the boundary predictive control rule of the original system. Simulation studies of the proposed algorithm, as well as the system robustness under uncertainty such as the parameters perturbations, and a disturb occurring to the system output are showed. The results have verified the control effectiveness of the proposed algorithm.
Keywords :
Haar transforms; control system synthesis; discrete time systems; distributed parameter systems; predictive control; wavelet transforms; Haar wavelet transformation; control system design; discrete-time boundary predictive control algorithm; distributed parameter system control; first-order linear modulus-varying systems; lumped parameter systems; Control systems; Discrete wavelet transforms; Distributed control; Distributed parameter systems; Pattern analysis; Prediction algorithms; Predictive control; Predictive models; Robustness; Wavelet analysis; Boundary predictive control; distributed parameter systems; orthogonal wavelets transformation; simulation study;
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1065-1
Electronic_ISBN :
978-1-4244-1066-8
DOI :
10.1109/ICWAPR.2007.4421697