Title :
A directly regressive predictive and adaptive control of time-varying delay system based on time delay identification
Author :
Gao, Wei ; Zhang, Tao ; Li, Yuan-Chun
Author_Institution :
Sch. of Commun. & Eng., Jilin Univ., Changchun, China
Abstract :
Large time-varying delay systems with time-varying parameters are common in industrial processes, and this is a difficult point in the control domain. In the paper, an adaptive control algorithm based on a variable delay parameter identification method is proposed, which obtains the control rule by directly regressive prediction of the system. The method avoids solving the Diophantine equation and is easy to compute. Simulation results show that the approach is effective.
Keywords :
adaptive control; delay systems; industrial control; parameter estimation; predictive control; time-varying systems; adaptive control; directly regressive prediction; industrial processes; time delay identification; time-varying delay system; Adaptive control; Computational modeling; Control systems; Delay effects; Delay systems; Electrical equipment industry; Equations; Industrial control; Parameter estimation; Time varying systems;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1175417