A neutron field reconstruction method for reactor based on semi-supervised learning

Annals of Nuclear Energy（2021）

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摘要

•The idea of feature extraction and VAE is used in our architecture.•A semi-supervised reconstruction approach is used to reconstruct the in-core neutron field.•We have verified this method in CLEAR-I reactor model.•this method is superior and feasible when conditions are unassigned and complex changes.

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关键词

Reactor condition monitoring,Improved Variational Auto-Encoder,In-core neutron fields,Unassigned complex conditions

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