Research Article

Time-Series Forecasting of a Typical PWR Undergoing Large Break LOCA

Table 7

ML model evaluation metrics.

ParametersML modelMSERMSEMAEAccuracy

PCTGRU0.0020.0430.0330.98395.7
LSTM0.0010.0360.0240.98896.4

PressureGRU0.0010.0380.0070.98296.2
LSTM0.0020.0400.0070.98096

SITGRU0.0030.0180.0080.99598.2
LSTM0.0010.0190.0060.99498.1

PowerGRU0.00040.0200.0050.93498
LSTM0.00040.0190.0050.94098.1