Refine your search:     
Report No.
 - 
Search Results: Records 1-19 displayed on this page of 19
  • 1

Presentation/Publication Type

Initialising ...

Refine

Journal/Book Title

Initialising ...

Meeting title

Initialising ...

First Author

Initialising ...

Keyword

Initialising ...

Language

Initialising ...

Publication Year

Initialising ...

Held year of conference

Initialising ...

Save select records

Journal Articles

The Combination of neural networks and an expert system for on-line nuclear power plant monitoring

Nabeshima, Kunihiko; Ayaz, E.*; Seker, S.*; Barutcu, B.*; T$"u$rkcan, E.*

Proceedings of International Conference on Artificial Neural Networks and the International Conference on Neural Information Processing (ICANN/ICONIP 2003), p.406 - 409, 2003/06

On-line plant monitoring system with neural networks and an expert system has been developed for Borssele Nuclear Power Plant (NPP) in the Netherlands. The feedforward and the recurrent neural networks are utilized for plant modeling and anomaly detection. The rule-based expert system is applied for plant diagnosis with the outputs of the neural networks. The off-line results showed that the neural network could model the plant dynamics precisely. The on-line results indicated that the monitoring system could sufficiently diagnose the plant status in real time.

Journal Articles

Nuclear reactor monitoring with the combination of neural network and expert system

Nabeshima, Kunihiko; Suzudo, Tomoaki; Ono, Tomio*; Kudo, Kazuhiko*

Mathematics and Computers in Simulation, 60(3-5), p.233 - 244, 2002/09

 Times Cited Count:13 Percentile:67.41(Computer Science, Interdisciplinary Applications)

This study presents a hybrid monitoring system for nuclear reactor utilizing neural networks and a rule-based real-time expert system. The whole monitoring system including a data acquisition system and the advisory displays has been tested by an on-line simulator of pressurized water reactor. From the testing results, it was shown that the neural network in the monitoring system successfully modeled the plant dynamics and detected the symptoms of anomalies earlier than the conventional alarm system. The real-time expert system also worked satisfactorily in diagnosing and displaying the system status by using the outputs of neural networks and a priori knowledge base.

Journal Articles

Neutro-expert monitoring system for nuclear power plant

Nabeshima, Kunihiko; Suzudo, Tomoaki; Ono, Tomio*; Kudo, Kazuhiko*

Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, p.1506 - 1510, 2001/09

no abstracts in English

Journal Articles

Hybrid monitoring system for high temperature gas cooling reactor

Nabeshima, Kunihiko; Tuerkcan, E.*; Suzudo, Tomoaki; Nakagawa, Shigeaki; Inoue, K.*; Oono, Tomio*; *; Suzuki, Katsuo

Proc. of Human-Computer Interaction International'99, 2, p.1187 - 1191, 1999/00

no abstracts in English

Journal Articles

A Real-time prediction technique of severe accident progression in containment for emergency response

Ishigami, Tsutomu; Kobayashi, Kensuke

Journal of Nuclear Science and Technology, 35(6), p.443 - 453, 1998/06

 Times Cited Count:1 Percentile:15.43(Nuclear Science & Technology)

no abstracts in English

Journal Articles

Systems engineering approach to planning and evaluation of nuclear power plant decommissioning

Yanagihara, Satoshi; ; Sukegawa, Takenori; Tachibana, Mitsuo

Proc. of 5th Int. Conf. on Nucl. Eng. (ICONE-5)(CD-ROM), 6 Pages, 1997/00

no abstracts in English

Journal Articles

Development of nuclear power plant monitoring system with neural network using on-line PWR plant simulator

Nabeshima, Kunihiko; Suzuki, Katsuo; Nose, Shoichi*; *

Monitoring and Diagnosis Systems to Improve Nuclear Power Plant Reliability and Safety, 0, p.17 - 26, 1996/00

no abstracts in English

Journal Articles

Validation of COSTA on predicting core damage accident progression with the TMI-2 accident data

Ishigami, Tsutomu

Journal of Nuclear Science and Technology, 32(7), p.691 - 701, 1995/07

 Times Cited Count:2 Percentile:28.65(Nuclear Science & Technology)

no abstracts in English

Journal Articles

COSTA: A Computerized support system for emergency technical advisory body in Japan

Kobayashi, Kensuke; Ishigami, Tsutomu; ; ; *

Journal of Nuclear Science and Technology, 32(5), p.476 - 487, 1995/05

 Times Cited Count:3 Percentile:37.28(Nuclear Science & Technology)

no abstracts in English

Journal Articles

Real-time nuclear power plant monitoring with hybrid artificial intelligence system

Nabeshima, Kunihiko; Suzuki, Katsuo; E.Tuerkcan*

Proc. of 9th Power Plant Dynamics, Control & Testing Symp., Vol. 1, 0, p.51.01 - 51.09, 1995/00

no abstracts in English

Journal Articles

Neural network with an expert system for real-time nuclear power plant monitoring

Nabeshima, Kunihiko; Suzuki, Katsuo; E.Tuekcan*

SMORN-VII,Symp. on Nuclear Reactor Surveillance and Diagnostics,Vol. 1, 0, P. 4_1, 1995/00

no abstracts in English

Journal Articles

Application of fuzzy theory to radiation control

Hoken Butsuri, 29, p.460 - 462, 1994/00

no abstracts in English

Journal Articles

Development of expert system for transport of radioactive materials

; *; ; ; Ikezawa, Yoshio

Proc. of the Int. Radiation Protection Association,Vol. II, p.1654 - 1657, 1993/00

no abstracts in English

Journal Articles

Application of expert system to real time prediction of reactor accident progression with uncertainty for radiological emergency response

Ishigami, Tsutomu; Kobayashi, Kensuke

Proc. of the Joint Int. Conf. on Mathematical Methods and Supercomputing in Nuclear Applications,Vol. 1, p.307 - 318, 1993/00

no abstracts in English

Journal Articles

Knowledge based operation assist system for JAERI AVF cyclotron

Agematsu, Takashi; Okumura, Susumu; Yokota, Wataru; Arakawa, Kazuo; *; *

Proceedings of International Conference on Evolution in Beam Applications, p.280 - 285, 1992/00

no abstracts in English

Journal Articles

Multivariate analysis approach to predicting event timing based on temporal knowledge base for application to computerized system for radiological emergency response

Ishigami, Tsutomu; *; *; *; Kobayashi, Kensuke

Probabilistic Safety Assessment and Management,Vol. 2, p.947 - 952, 1991/00

no abstracts in English

Journal Articles

Control system of JAERI AVF cyclotron

Okumura, Susumu; Agematsu, Takashi; Yokota, Wataru; Kamiya, Tomihiro; Fukuda, Mitsuhiro; Nakamura, Yoshiteru; Nara, Takayuki; Ishibori, Ikuo; Arakawa, Kazuo; Maruyama, M.*; et al.

Proc. of the 8th Symp. on Accelerator Science and Technology, p.356 - 358, 1991/00

no abstracts in English

Journal Articles

Development of expert system for transport of radioactive materials with the KEE tools

*; ; Ikezawa, Yoshio

Proc. Int. Conf. on Supercomputing in Nuclear Applications, p.540 - 545, 1990/00

no abstracts in English

19 (Records 1-19 displayed on this page)
  • 1