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

Table 3

Comparison of LSTM prediction models with the best performance.

Models with the best performance	Training RMSE	Testing RMSE
		No noise	Noise ±0.01	Noise ±0.03	Noise ±0.05	Noise ±0.07
No dropout	1.5849	2.2960	2.3094	3.1993	4.5615	5.8320
Dropout rate of 0.20	1.3063	2.1803	2.3142	3.2418	4.5737	5.9841