DocumentCode
423911
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
Volume
1
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
483
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1380738
Filename
1380738
Link To Document