Title :
Predictive control based on neural network for nonlinear system with time-delay
Author :
Sun, Xue-mei ; Ren, Chang-ming ; He, Pi-Lian ; Fan, Yu-hong
Author_Institution :
Dept. of Comput., Tianjin Univ., China
Abstract :
Proposes a predictive control strategy based on an improved a BP neural network in order to compensate real time control in a nonlinear system with time-delay. The scheme is applied and the simulation result for process control is presented to illustrate the possible benefits with the given concept.
Keywords :
backpropagation; compensation; delays; neurocontrollers; nonlinear control systems; predictive control; BP neural network; backpropagation; discrete system; neural network; nonlinear system; predictive control; time-delay; Control systems; Convergence; Neural networks; Neurons; Nonlinear control systems; Nonlinear systems; Prediction algorithms; Predictive control; Predictive models; Real time systems;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1176766
