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Neural Network Computing for the Electric Power Industry by Dejan J. Sobajic

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C. Nuclear Power Plants

POTENTIAL USE OF NEURAL NETWORKS IN NUCLEAR POWER PLANTS

Robert E. Uhrig

306 Pasqua Engineering Building, University of Tennessee, Knoxville, TN 37996-2300

ABSTRACT

The application of neural networks, a rapidly evolving technology used extensively in defense applications to nuclear power plants has the potential to enhance the safety, reliability and operability of these systems. The work described here deals with modeling of nuclear power plant systems or parts of these systems that can be isolated. Monitoring of components involves the collection of data from these components and a detailed analysis to determine whether an actual or incipient fault exists. This paper describes the modeling of these systems or components ...

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