Table 1 Model parameter settings.

From: Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization

Train

 

Optimizer

Adam

Maximum number of epochs

60

Batch size

128

Learning rate

0.001

Retrain of the last dense layers

 Batch size

128

 Maximum number of epochs

20

 Learning rate

0.001