Research on Fault Diagnosis Technology of Industrial Robot Operation Based on Deep Belief Network

Table 4

DBN model parameters.

Parameter	Numerical value
Wavelet packet decomposition layers	7
Wavelet packet wavelet basis	db1
Initial bias	0
Initial weight	0.001
Learning rate	0.1
Momentum factor	0.9
Input layer item	128
Output layer project	6