Multivariate Time Series Prediction for Loss of Coolant Accidents With a Zigmoid-Based LSTM

Post-LOCA prediction is of safety significance to NPP, but requires a processing coverage of non-linearity, both short and long-term memory, and multiple system parameters. To enable an ability promotion of previous LOCA prediction models, a new gate function called zigmoid is introduced and embedde...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Shanshan Gong, Suyuan Yang, Jingke She, Weiqi Li, Shaofei Lu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-04-01
Subjects:	LOCA prediction multivariate time series zigmoid LSTM
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2022.852349/full