Investigation of Neural Network Paradigms for the Development of Automatic Noise Diagnostic/Reactor Surveillance Systems
Conference
·
OSTI ID:6031687
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Tennessee, Knoxville, TN (United States)
Results are presented from investigations into the use of neural networks for the recognition and analysis of neutron noise data. A Spectral Feature Detector network based on the backpropagation paradigm is described, and its potential for use in the development of automatic noise diagnostic systems is discussed.
- Research Organization:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Tennessee, Knoxville, TN (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- FG07-88ER12824; AC05-84OR21400
- OSTI ID:
- 6031687
- Report Number(s):
- CONF-910535--1; ON: DE91009560
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
22 GENERAL STUDIES OF NUCLEAR REACTORS
220200* -- Nuclear Reactor Technology-- Components & Accessories
97 MATHEMATICS AND COMPUTING
990200 -- Mathematics & Computers
ARTIFICIAL INTELLIGENCE
CONTAINERS
DIAGNOSTIC TECHNIQUES
EXPERT SYSTEMS
MAINTENANCE
MECHANICAL VIBRATIONS
NATIONAL ORGANIZATIONS
NEURAL NETWORKS
NUCLEAR FACILITIES
NUCLEAR POWER PLANTS
OPERATION
ORNL
PERFORMANCE
POWER DENSITY
POWER PLANTS
PRESSURE VESSELS
REACTOR COMPONENTS
REACTOR CORES
REACTOR MAINTENANCE
REACTOR MONITORING SYSTEMS
REACTOR NOISE
REACTOR OPERATION
RESEARCH PROGRAMS
SPECTRAL SHIFT
SURVEILLANCE
THERMAL POWER PLANTS
US AEC
US DOE
US ERDA
US ORGANIZATIONS
220200* -- Nuclear Reactor Technology-- Components & Accessories
97 MATHEMATICS AND COMPUTING
990200 -- Mathematics & Computers
ARTIFICIAL INTELLIGENCE
CONTAINERS
DIAGNOSTIC TECHNIQUES
EXPERT SYSTEMS
MAINTENANCE
MECHANICAL VIBRATIONS
NATIONAL ORGANIZATIONS
NEURAL NETWORKS
NUCLEAR FACILITIES
NUCLEAR POWER PLANTS
OPERATION
ORNL
PERFORMANCE
POWER DENSITY
POWER PLANTS
PRESSURE VESSELS
REACTOR COMPONENTS
REACTOR CORES
REACTOR MAINTENANCE
REACTOR MONITORING SYSTEMS
REACTOR NOISE
REACTOR OPERATION
RESEARCH PROGRAMS
SPECTRAL SHIFT
SURVEILLANCE
THERMAL POWER PLANTS
US AEC
US DOE
US ERDA
US ORGANIZATIONS