Research Article

Internal Leakage Diagnosis of a Hydraulic Cylinder Based on Optimization DBN Using the CEEMDAN Technique

Table 1

Sample distributions under four different conditions.

DatasetsLoad (MPa)Number of training samples/testing samplesFault typeLabel

A1100/50No internal leakage1
100/50Small internal leakage2
100/50Medium internal leakage3
100/50Large internal leakage4
B2100/50No internal leakage1
100/50Small internal leakage2
100/50Medium internal leakage3
100/50Large internal leakage4