Title :
Adaptive H2 optimal control based on Smith predictor for continuous-time systems with unknown time delay
Author :
Ren, X.M. ; Rad, A.B. ; Lo, W.L. ; Chan, P.T.
Author_Institution :
Dept. of Autom. Control, Beijing Inst. ofTechnology, China
Abstract :
In this paper a new adaptive H2 optimal controller based on Smith predictor is presented for continuous-time systems with unknown time delay. The proposed controller consists of reference input predictor, H2 optimal controller and Smith model predictor. The unknown time-delay and rational transfer function of continuous-time systems can be simultaneously estimated by making use of the modified least-squares algorithm with momentum term. The proposed algorithm is integrated with a new online parameter estimation algorithm to form the adaptive H2 optimal controller based on Smith predictor. Simulation results are given to demonstrate the performance of the proposed controller.
Keywords :
adaptive control; continuous time systems; delays; least squares approximations; optimal control; parameter estimation; transfer functions; Smith predictor; adaptive H2 optimal control; continuous-time systems; modified least-squares algorithm; momentum; parameter estimation; rational transfer function; reference input predictor; time delay; Adaptive control; Control systems; Delay effects; Delay estimation; Laplace equations; Optimal control; Programmable control; Trajectory; Transfer functions; Yttrium;
Conference_Titel :
Control and Automation, 2005. ICCA '05. International Conference on
Print_ISBN :
0-7803-9137-3
DOI :
10.1109/ICCA.2005.1528109