DocumentCode
949037
Title
A decentralized control of interconnected systems using neural networks
Author
Huang, Sunan N. ; Tan, K.K. ; Lee, T.H.
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Volume
13
Issue
6
fYear
2002
fDate
11/1/2002 12:00:00 AM
Firstpage
1554
Lastpage
1557
Abstract
We develop a decentralized neural-network (NN) controller for a class of large-scale nonlinear systems with the high-order interconnections. The controller is a mixed NN comprised of a conventional NN and a special NN. The conventional NN is used to approximate the unknown nonlinearities in the subsystem, while a special NN is used to counter the high-order interconnections. We prove that this NN structure can achieve a stable controller for the large-scale systems.
Keywords
decentralised control; neural nets; nonlinear control systems; stability; decentralized control; decentralized neural-network controller; high-order interconnections; interconnected systems; large-scale nonlinear systems; neural networks; stability; Control nonlinearities; Control systems; Distributed control; Interconnected systems; Large-scale systems; Neural networks; Nonlinear control systems; Nonlinear systems; Robust control; Stability;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/TNN.2002.804230
Filename
1058090
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