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Report No.
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The Combination of neural networks and an expert system for on-line nuclear power plant monitoring

Nabeshima, Kunihiko  ; Ayaz, E.*; Seker, S.*; Barutcu, B.*; T$"u$rkcan, E.*

On-line plant monitoring system with neural networks and an expert system has been developed for Borssele Nuclear Power Plant (NPP) in the Netherlands. The feedforward and the recurrent neural networks are utilized for plant modeling and anomaly detection. The rule-based expert system is applied for plant diagnosis with the outputs of the neural networks. The off-line results showed that the neural network could model the plant dynamics precisely. The on-line results indicated that the monitoring system could sufficiently diagnose the plant status in real time.

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