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Journal Articles

Attention-based time series analysis for data-driven anomaly detection in nuclear power plants

Dong, F.*; Chen, S.*; Demachi, Kazuyuki*; Yoshikawa, Masanori; Seki, Akiyuki; Takaya, Shigeru

Nuclear Engineering and Design, 404, p.112161_1 - 112161_15, 2023/04

 Times Cited Count:4 Percentile:94.27(Nuclear Science & Technology)

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

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

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

Effectiveness of safeguards in a centrifuge enrichment plant

Nishimura, Hideo; Okamoto, Tsuyoshi*

31st Annual Meeting Proc. of Nuclear Materials Management,Vol. 19, p.518 - 523, 1990/00

no abstracts in English

Journal Articles

Third specialists meeting on reactor noise

*; Shinohara, Yoshikuni

Nucl.Saf., 24(2), p.210 - 212, 1983/00

no abstracts in English

Oral presentation

Adaptive interactions between Live Acremonium strictum KR21-2 Fungus and REEs during Mn(II) bio-oxidation

Yu, Q.; Onuki, Toshihiko; Tanaka, Kazuya*; Kozai, Naofumi; Yamasaki, Shinya*; Sakamoto, Fuminori; Tani, Yukinori*

no journal, , 

REEs were accumulated by MnO$$_{2}$$ during oxidation of Mn(II) to MnO$$_{2}$$ by manganese oxidizing fungus. In the presence of citate-Na, adsorption of REE was lowered than that without citrate. REE pattern in the solution showed positive anomaly in Ce, indicating that Ce(IV) was associated with organic materials excreted from the cells.

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