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.
| Datasets | Load (MPa) | Number of training samples/testing samples | Fault type | Label |
| A | 1 | 100/50 | No internal leakage | 1 | 100/50 | Small internal leakage | 2 | 100/50 | Medium internal leakage | 3 | 100/50 | Large internal leakage | 4 | B | 2 | 100/50 | No internal leakage | 1 | 100/50 | Small internal leakage | 2 | 100/50 | Medium internal leakage | 3 | 100/50 | Large internal leakage | 4 |
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