Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Table 15

Parameters for UK-DALE experiment.

Parameter	Method
Input
Time step	500
Num. of epochs	3000
Cost function	Mean Squared Error
Optimization	Adam
Preprocessing	-Score
Weight init.	He initialization
Regularization	Dropout