DocumentCode
3172862
Title
Neural network frequency control for thermal power systems
Author
Kuljaca, Ognjen ; Lewis, Frank L. ; Tesnjak, Sejid
Author_Institution
Dept. of Adv. Technol., Alcom State Univ., Alcorn State, MS, USA
Volume
4
fYear
2004
fDate
14-17 Dec. 2004
Firstpage
3509
Abstract
A neural network control scheme for thermal power system is described. No off-line training is required for the proposed neural network controller. The online tuning algorithm is provided. The stability of the controller is proven. The performance of the controller is illustrated via simulation.
Keywords
Lyapunov methods; frequency control; multilayer perceptrons; neurocontrollers; power system control; neural network frequency control; online tuning algorithm; stability; thermal power systems; Control systems; Frequency control; Neural networks; Power system control; Power system interconnection; Power system modeling; Power system simulation; Power system stability; Power systems; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2004. CDC. 43rd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-8682-5
Type
conf
DOI
10.1109/CDC.2004.1429256
Filename
1429256
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