A Data-Driven Fault Prediction Method for Nuclear Power Systems Based on End-to-End Deep Learning Framework

Table 1

List of abbreviations.

Abbreviation	Full name
CNN	Convolutional neural networks
DNN	Deep neural networks
DPU	Distributed processing unit
FDD	Fault detection and diagnosis
IC	Initial condition
I&C	Instrument and control
IPC	Industrial PC
KNN	k-nearest neighbor
MSE	Mean square error
NPP	Nuclear power plant
NPS	Nuclear power system
PCA	Principal component analysis
PINN	Physical-informed neural networks
SVM	Support vector machine
CGN	China General Nuclear Power Group