Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework

Autonomous operation algorithm for safety systems of nuclear power plants by using long-short... •Autonomous control algorithm for safety functions was modeled with a FHF and an LSTM.•LSTM network was trained using a simulator and validated to demonstrate the effectiveness of the algorithm.•Autonomous control could manage the plant safety better than the current automation plus human control. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Annals of Nuclear Energy Elsevier

Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework

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Publisher
Elsevier
Copyright
Copyright © 2018 Elsevier Ltd
ISSN
0306-4549
eISSN
1873-2100
D.O.I.
10.1016/j.anucene.2018.05.020
Publisher site
See Article on Publisher Site

Abstract

•Autonomous control algorithm for safety functions was modeled with a FHF and an LSTM.•LSTM network was trained using a simulator and validated to demonstrate the effectiveness of the algorithm.•Autonomous control could manage the plant safety better than the current automation plus human control.

Journal

Annals of Nuclear EnergyElsevier

Published: Sep 1, 2018

References

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