Abstract
In this paper, a diagonal recurrent neural network that contains two recurrent weights in the hidden layer is proposed for the designing of a synchronous generator control system. To demonstrate the superiority of the proposed neural network, a comparative study of performances, with two other neural network (1_DRNN) and the proposed second-order diagonal recurrent neural network (2_DRNN). Moreover, to confirm the superiority of the proposed 2_DRNN, the results obtained with this network were also compared with those of the IEEE recommended convevtional excitation control system (CECS).
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- Category:
- Articles
- Type:
- artykuł w czasopiśmie wyróżnionym w JCR
- Published in:
-
Przegląd Elektrotechniczny
pages 104 - 109,
ISSN: 0033-2097 - Language:
- English
- Publication year:
- 2011
- Bibliographic description:
- Tiliouine H.: Comparative study of neural networks used in modeling and control of dynamic systems// Przegląd Elektrotechniczny. -, nr. nr 7 (2011), s.104-109
- Verified by:
- Gdańsk University of Technology
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