Nuclear Power Plant monitoring with MLP and RBF network

Nabeshima K., Ayaz E., Seker S., Barutçu B., Turkcan E., Kudo K.

6th International Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science, Blankenberge, Belgium, 1 - 03 September 2004, pp.557-560 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1142/9789812702661_0100
  • City: Blankenberge
  • Country: Belgium
  • Page Numbers: pp.557-560
  • Istanbul Technical University Affiliated: Yes

Abstract

ne monitoring system with MLP and RBF network has been developed for NPP. MLP is used to detect the symptom of anomalies and RBF network is used to identify the abnormal events. From the off-line test results using PWR simulator, it is clear that the monitoring system can successfully detect and diagnose small anomalies earlier than the conventional alarm system.