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Volumn 34, Issue 10, 2007, Pages 813-823

A neural network based operation guidance system for procedure presentation and operation validation in nuclear power plants

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; NEURAL NETWORKS; VIRTUAL REALITY;

EID: 34548405056     PISSN: 03064549     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.anucene.2007.04.008     Document Type: Article
Times cited : (17)

References (31)
  • 1
    • 0036440915 scopus 로고    scopus 로고
    • Chung, Y.H., Min, D., Kim, B.R., 2002. Observations on emergency operations using computerized procedure system. In: Proceedings of the IEEE 7th Conference on Human Factors and Power Plants, pp. 61-65.
  • 2
    • 2942687569 scopus 로고    scopus 로고
    • Hybrid identification of nuclear power plant transients with artificial neural networks
    • Embrechts M.J., and Benedek S. Hybrid identification of nuclear power plant transients with artificial neural networks. IEEE Transactions on Industrial Electronics 51 (2004) 686-693
    • (2004) IEEE Transactions on Industrial Electronics , vol.51 , pp. 686-693
    • Embrechts, M.J.1    Benedek, S.2
  • 3
    • 0030241088 scopus 로고    scopus 로고
    • A pattern recognition artificial neural networks based model for signal validation in nuclear power plants
    • Fantoni P.F., and Mazzola A. A pattern recognition artificial neural networks based model for signal validation in nuclear power plants. Annals of Nuclear Energy 23 (1996) 1069-1076
    • (1996) Annals of Nuclear Energy , vol.23 , pp. 1069-1076
    • Fantoni, P.F.1    Mazzola, A.2
  • 4
    • 34548404434 scopus 로고    scopus 로고
    • Gofuku, A., Ozaki, Y., Ito, K., 2004a. A dynamic operation permission system for pressurized water reactor plants. In: Proceedings of the International Symposium on the Future I&C for NPP, pp. 360-365.
  • 5
    • 34548405774 scopus 로고    scopus 로고
    • Gofuku, A.K., Ohi, T., Ito, K., 2004b. Qualitative reasoning of the effects of a counter action based on a functional model. In: Proceedings of Cognitive Systems Engineering in Process Control, pp. 43-48.
  • 6
    • 34548405324 scopus 로고    scopus 로고
    • Gofuku, K., Nishio, T., Ohi, T., Ito, K., 2005. Development of a dynamic operation permission system to support operations in an anomalous situation of PWR plants. In: Proceedings of the International Symposium on the Future I&C for NPP, vol. 1, pp. 239-245.
  • 8
    • 23344450810 scopus 로고    scopus 로고
    • Trends in computational intelligence in nuclear engineering
    • Hines J.W., and Uhrig R.E. Trends in computational intelligence in nuclear engineering. Progress in Nuclear Energy 46 (2005) 167-175
    • (2005) Progress in Nuclear Energy , vol.46 , pp. 167-175
    • Hines, J.W.1    Uhrig, R.E.2
  • 9
    • 0028744177 scopus 로고
    • Intelligent control for a nuclear power plant using artificial neural networks
    • Hwang B.C. Intelligent control for a nuclear power plant using artificial neural networks. IEEE International Conference on Neural Networks 4 (1994) 2580-2584
    • (1994) IEEE International Conference on Neural Networks , vol.4 , pp. 2580-2584
    • Hwang, B.C.1
  • 10
    • 0037440077 scopus 로고    scopus 로고
    • Design and evaluation of computerized operating procedures in nuclear power plants
    • Hwang F.H., and Hwang S.L. Design and evaluation of computerized operating procedures in nuclear power plants. Ergonomics 46 (2003) 271-284
    • (2003) Ergonomics , vol.46 , pp. 271-284
    • Hwang, F.H.1    Hwang, S.L.2
  • 11
    • 0034325076 scopus 로고    scopus 로고
    • An incremental objective achievement model in computerized procedure execution
    • Jung Y., Shin Y., and Park I. An incremental objective achievement model in computerized procedure execution. Reliability Engineering and System Safety 70 (2000) 185-195
    • (2000) Reliability Engineering and System Safety , vol.70 , pp. 185-195
    • Jung, Y.1    Shin, Y.2    Park, I.3
  • 12
    • 0028539889 scopus 로고
    • Error prediction for a nuclear-power-plant fault-diagnostic adviser using neural networks
    • Kim K., and Bartlett E.B. Error prediction for a nuclear-power-plant fault-diagnostic adviser using neural networks. Nuclear Technology 108 (1994) 283-297
    • (1994) Nuclear Technology , vol.108 , pp. 283-297
    • Kim, K.1    Bartlett, E.B.2
  • 13
    • 0030216881 scopus 로고    scopus 로고
    • Nuclear power plant fault diagnosis using neural networks with error estimation by series association
    • Kim K., and Bartlett E.B. Nuclear power plant fault diagnosis using neural networks with error estimation by series association. IEEE Transactions on Nuclear Science 43 (1996) 2373-2388
    • (1996) IEEE Transactions on Nuclear Science , vol.43 , pp. 2373-2388
    • Kim, K.1    Bartlett, E.B.2
  • 14
    • 29144527079 scopus 로고    scopus 로고
    • An analytic model for situation assessment of nuclear power plant operators based on Bayesian inference
    • Kim M.C., and Seong P.H. An analytic model for situation assessment of nuclear power plant operators based on Bayesian inference. Reliability Engineering & System Safety 91 (2006) 270-282
    • (2006) Reliability Engineering & System Safety , vol.91 , pp. 270-282
    • Kim, M.C.1    Seong, P.H.2
  • 15
    • 0031352403 scopus 로고    scopus 로고
    • Kim, K.C., Song, S.J., Park, W.M., Lee, J.S., Kim, J.Y., 1997. Development of the test simulator for advanced instrumentation and control research. In: Proceedings of the 1997 IEEE Sixth Conference on Human Factors and Power Plants, vol. 7, pp. 1-6.
  • 16
    • 34548381463 scopus 로고    scopus 로고
    • Lee, S.J., Seong, P.H., 2005. An advanced computerized operator support system for nuclear power plants. In: Proceedings of the International Symposium on the Future I&C for NPP, vol. 1, pp. 246-250.
  • 17
    • 0031332657 scopus 로고    scopus 로고
    • Lee, W., Oh, H.C., Lee, Y.H., Sim, B.S., 1997. Human factors researches in KAERI for nuclear power plants. In: Proceedings of the 1997 IEEE Sixth Conference on Human Factors and Power Plants, vol. 13, pp. 11-22.
  • 18
    • 0028408684 scopus 로고
    • Modeling goals and functions of complex industrial-plants
    • Lind M. Modeling goals and functions of complex industrial-plants. Applied Artificial Intelligence 8 (1994) 259-283
    • (1994) Applied Artificial Intelligence , vol.8 , pp. 259-283
    • Lind, M.1
  • 20
    • 34548439147 scopus 로고    scopus 로고
    • Mo, K., 2006. A multifunctional operator support system for transient identification and operation guidance in nuclear power plants. Master Thesis, Korea Advanced Institute of Science and Technology, Korea.
  • 21
    • 34047255902 scopus 로고    scopus 로고
    • A dynamic neural network aggregation model for transient diagnosis in nuclear power plants
    • Mo K., Lee S.J., and Seong P.H. A dynamic neural network aggregation model for transient diagnosis in nuclear power plants. Progress in Nuclear Energy 43 (2007) 262-272
    • (2007) Progress in Nuclear Energy , vol.43 , pp. 262-272
    • Mo, K.1    Lee, S.J.2    Seong, P.H.3
  • 22
    • 0038814023 scopus 로고    scopus 로고
    • A neural model for transient identification in dynamic processes with "don't know" response
    • Mol A.C.D., Martinez A.S., and Schirru R. A neural model for transient identification in dynamic processes with "don't know" response. Annals of Nuclear Energy 30 (2003) 1365-1381
    • (2003) Annals of Nuclear Energy , vol.30 , pp. 1365-1381
    • Mol, A.C.D.1    Martinez, A.S.2    Schirru, R.3
  • 23
    • 0036532082 scopus 로고    scopus 로고
    • Integrated computerisation of operating procedures
    • Niwa Y., and Hollnagel E. Integrated computerisation of operating procedures. Nuclear Engineering and Design 213 (2002) 289-301
    • (2002) Nuclear Engineering and Design , vol.213 , pp. 289-301
    • Niwa, Y.1    Hollnagel, E.2
  • 24
    • 0001209491 scopus 로고    scopus 로고
    • Guidelines for computerized presentation of emergency operating procedures
    • Niwa Y., Hollnagel E., and Green M. Guidelines for computerized presentation of emergency operating procedures. Nuclear Engineering and Design 167 (1996) 113-127
    • (1996) Nuclear Engineering and Design , vol.167 , pp. 113-127
    • Niwa, Y.1    Hollnagel, E.2    Green, M.3
  • 26
    • 34548388575 scopus 로고    scopus 로고
    • Qin, W., 2004. Development of a testing methodology for computerized procedure system based on junit framework and MFM. Master Thesis, Korea Advanced Institute of Science and Technology, Korea.
  • 27
    • 0031212714 scopus 로고    scopus 로고
    • Survey of artificial intelligence methods for detection and identification of component faults in nuclear power plants
    • Reifman J. Survey of artificial intelligence methods for detection and identification of component faults in nuclear power plants. Nuclear Technology 119 (1997) 76-97
    • (1997) Nuclear Technology , vol.119 , pp. 76-97
    • Reifman, J.1
  • 28
    • 84943274699 scopus 로고    scopus 로고
    • Riedmiller, M., Braun, H., 1993. A direct adaptive method for faster backpropagation learning: the RPROP algorithm. In: Proceedings of the IEEE International Conference on Neural Networks, vol. 1, pp. 586-591.
  • 29
    • 0001818505 scopus 로고    scopus 로고
    • Soft computing technologies in nuclear engineering applications
    • Uhrig R.E., and Tsoukalas L.H. Soft computing technologies in nuclear engineering applications. Progress in Nuclear Energy 34 (1999) 13-75
    • (1999) Progress in Nuclear Energy , vol.34 , pp. 13-75
    • Uhrig, R.E.1    Tsoukalas, L.H.2
  • 30
    • 34548402297 scopus 로고    scopus 로고
    • US Nuclear Regulatory Commission, 1999. NUREG-1604, Revision 1. Technical Basis and Implementation Guidelines for a Technique for Human Event Analysis (ATHEANA).
  • 31
    • 34548411065 scopus 로고    scopus 로고
    • US Nuclear Regulatory Commission, 2003. NUREG/CR-6812. Emerging Technologies in Instrumentation and Controls.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.