Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1997.11a
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- Pages.675-678
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- 1997
Intelligent Modeling of Nuclear Power Plant Steam Generator
원자력발전소 증기발생기의 인공지능 모델링에 관한 연구
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Choi, Jin-Young
(School of Electrical Engineering ERC-ACI, ASRI Seoul National University) ;
- Lee, Jae-Gi (School of Electrical Engineering ERC-ACI, ASRI Seoul National University)
- Published : 1997.11.29
Abstract
In this research we continue the study of nuclear power plant steam generator's intelligent modeling. This model represents the input-output behavior and is a preliminary stage for intelligent control. Among many intelligent models available, we study neural network models that have been proven as universal function approximators. We select multilayer perceptrons, circular backpropagation networks, piecewise linearly trained networks and recurrent neural networks as the candidates for the steam generator's intelligent models. We take the input-output pairs from steam generator's reference model and train the neural network models. We validate trained neural network models as intelligent models of steam generator.
Keywords