Table 8. Results of hyperparametric optimization.

Parameter	Search range	Optimal value
Learning rate	[0.001,0.01]	0.006718
Epoch	[10,100]	95
Neuron numbers in the LSTM layer	[1,150]	120
Neuron numbers in the fully connected layer	[1,150]	30
Time step	[2,60]	11