Prediction of Automatic Scram during Abnormal Conditions of Nuclear Power Plants Based on Long Short-Term Memory (LSTM) and Dropout

<div>Testing RMSE vs. training RMSE by automatic scram prediction models with testing data containing artificial noise: (a) a model based on the Elman neural network and (b) a model based on LSTM.</div>

Science and Technology of Nuclear Installations

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Figure 11

Figure 11: Prediction of Automatic Scram during Abnormal Conditions of Nuclear Power Plants Based on Long Short-Term Memory (LSTM) and Dropout 