Research Article

Deep Transfer Learning-Based Fault Diagnosis for Gearbox under Complex Working Conditions

Table 1

Cohesion evaluation.

StepProcess parameterEquation

1Intracategory distance
2Average intracategory distance
3Difference of intracategory distance
4Average of each feature
5Average intercategory distance
6Difference between categories
7Distance weighting factor
8Distance evaluation factor
9Intracategory standard deviation
10Average intracategory standard deviation
11Difference of intracategory standard deviation
12Distance of each feature
13Quadratic sum of feature distance
14Standard deviation of feature distance (intracategory cohesion)
15Average intercategory cohesion difference
16Imparity measure of intercategory cohesion difference
17Cohesion weighting factor
18Cohesion factor