Title :
A strategy of generalized predictive control based on neural network
Author :
Sun, Hai-rong ; Peng Li ; Zhou, Li-hui
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Baoding, China
Abstract :
In this paper generalized predictive control strategy based on neural-network is analyzed. A simplified algorithm is presented with an adaptive tuning coefficient and non-derivative optimization method. The applicability in nonlinear system is demonstrated by simulation experiments.
Keywords :
adaptive control; neurocontrollers; nonlinear control systems; optimisation; predictive control; adaptive tuning coefficient; generalized predictive control; neural network; nonderivative optimization method; nonlinear system; Control systems; Electrical equipment industry; Industrial control; Neural networks; Open loop systems; Optimization methods; Predictive control; Predictive models; Process control; Sun;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1380738
