A dynamic neural network based accident diagnosis advisory system for nuclear power plants

Progress in Nuclear Energy

Volumn 46, Issue 3-4, 2005, Pages 268-281

  Lee, Seung Jun ^a   Seong, Poong Hyun ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Accident diagnosis; Operator support system

Indexed keywords

COMPUTER SIMULATION; COOLANTS; DATA REDUCTION; INSTRUMENT ERRORS; INTERFACES (COMPUTER); MATHEMATICAL MODELS; MONITORING; NEURAL NETWORKS; PROGRAM DIAGNOSTICS; REMOTE CONTROL; STEAM GENERATORS;

ACCIDENT DIAGNOSIS SYSTEMS; LOSS OF COOLANT ACCIDENT (LOCA); OPERATOR SUPPORT SYSTEMS; STEAM GENERATOR TUBE RUPTURE (SGTR);

NUCLEAR REACTOR ACCIDENTS;

EID: 23344452978     PISSN: 01491970     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.pnucene.2005.03.009     Document Type: Article

References (15)

1. Becerikli Y. Intelligent Optimal Control with Dynamic Neural Networks Neural Networks 16 2003 251 259
2. Cheon S.W. Application of Neural Networks to Multiple Alarm Processing and Diagnosis in Nuclear Power Plants IEEE Transactions on Nuclear Science 40 1 1993 11 20
3. Farag W.A. A Genetic-Based Neuro-Fuzzy Approach for Modeling and Control of Dynamical Systems IEEE Transaction on Neural Networks 9 5 1998 756 767
4. Jang J. Anfis:adaptive-network-based fuzzy inference systems IEEE Trans Syst Man Cybern 23 1993 665 685
5. Kim K.H., and Barlett E.B. Nuclear Power Plant Fault Diagnosis Using Neural Networks with Error Estimation by Series Association IEEE Transaction on Nuclear Science 43 4 1996 2373 2388
6. Lee S.J., and Seong P.H. Development of an Automated Operating Procedure System using Fuzzy Colored Petri Nets for Nuclear Power Plants Annals of Nuclear Energy 31 8 2003 243 250
7. Lee S.J. Conceptual Design of a Remote Monitoring and Control System for Nuclear Power Plants Journal of Korean Nuclear Society 35 3 2003 243 250
8. Na M.G., and Upadhyaya B.R. A Neuro-Fuzzy Controller for Axial Power Distribution in Nuclear Reactors IEEE Transaction on Nuclear Science 45 1 1998 59 67
9. Na M.G. Pin Power Reconstruction for CANDU Reactors Using a Nuero-Fuzzy Inference System IEEE Transaction on Nuclear Science 48 2 2001 194 201
10. Sim Y.R. Development of a Small-Scale Simulator for Designing Advanced Control Algorithms at Nuclear Power Proc. of Korean Nuclear Society Autumn Meeting 2002 YongPyung
11. Ohi T. Development of an Advanced Human-machine Interface System to Enhanced Operating Availability of Nuclear Power Plants 2002
12. Seoul, Korea, 7-8 Nov. International Roverso D. On-line early fault detection & diagnosis with the Aladdin transient classifier Symposium On the Future I&C for NPP 2004 NPIC&HMIT 2004 Korea 297 300
13. Varde P.V. An operator support system for research reactor operations and fault diagnosis through a connectionist framework and PSA based knowledge based systems Reliability Engineering and System Safety 60 1997 53 69
14. Yangping Z. Application of genetic algorithms to fault diagnosis in nuclear power plants Reliability Engineering and System Safety 67 2000 153 160
15. Zhang J. Recurrent Neuro-Fuzzy Networks for Nonlinear Process Modeling IEEE Transactions on Neural Networks 10 2 1999 313 326