Rapid identification of nuclear power plant malfunctions with artificial neural networks via fourier transformed signals

Intelligent Engineering Systems Through Artificial Neural Networks

Volumn 6, Issue , 1996, Pages 903-908

  Benedek, Sandor ^a   Embrechts, Mark J ^b  

^a VEIKI Institute for Electric Power Research   (Hungary)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCIDENTS; ALGORITHMS; COMPUTER SIMULATION; FEEDFORWARD NEURAL NETWORKS; FOURIER TRANSFORMS; SIGNAL PROCESSING; STATE ESTIMATION;

MALFUNCTIONS;

NUCLEAR POWER PLANTS;

EID: 0030308792     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (7)

1. Bartlett, E.B., Uhrig, R.E., (1992). Nuclear power plant status diagnostics using an artificial neural network, Nuclear Technology, Vol. 97, 272-280.
2. Cheon, S.W., Chang, S.H., (1993). Application of neural network to a connectionist expert system for transient identification in nuclear power plants, Nuclear Technology, Vol. 102, 177-191.
3. Embrechts, M.J., Lahey, Jr., R.T., and Yapo, T.C., (1992). The application of neural networks to two-phase flow regime identification, Intelligent Engineering Systems through Artificial Neural Networks., Vol. 2, Cihan H. Dagli, Soundar R. T. Kumara, and Yung C. Shin, Eds., ASME Press, New York, 865-870.
4. Simon Haykin, (1994). Neural Networks: A Comprehensive Foundation. MacMillan, New York.
5. Nabeshima, K., Türkcan, E., and Cifcioglu, Ö., (1994). Nuclear power plant monitoring using real-time learning neural networks, Proceedings of the Special Meeting on Applications of Artificial Intelligence and Robotics to Nuclear Power Plants, May 30, Tokai, Japan, 313-322.
6. Palancz, B., Benedek, S., and Magyarné, M.J., (1994). Fault diagnostics for PWR using different on-line recognition methods, Proc. 1994 Fall Meeting of the Atomic Energy Society of Japan, Sapporo, 161.
7. Parlos, A.G., Atiya, A.F., Chong, K.L., and Tsai, W.K., (1992). Nonlinear identification of process dynamics using neural networks, Nuclear Technology, Vol. 97, 79-96.