Application of Model-Based Deep Learning Algorithm in Fault Diagnosis of Coal Mills

Table 6

SAE network parameters.

Structure parameters	Input neurons	Hidden layer 1	Hidden layer 2	Hidden layer 3	Output layer	Transfer function
	120	100	50	20	4	Sigmoid
Learning parameters	Number of training	Batch size		Noise probability	β	Learning rate
	500	100	0.15	0.1	0.05	0.2