Research Article
[Retracted] Robot Fault Detection Based on Big Data
Table 2
Comparison of fault diagnosis accuracy.
| Number of trials | Fault detection accuracy rate/(%) | Method | Based on neural network | Expert system-based approach |
| 10 | 96.5 | 86.3 | 75.6 | 20 | 96.9 | 82.4 | 70.3 | 30 | 99.2 | 85.6 | 72.4 | 40 | 98.7 | 82.7 | 75.1 | 50 | 96.7 | 80.1 | 73.5 | 60 | 98.5 | 82.5 | 74.9 | 70 | 98.4 | 86.2 | 72.1 | 80 | 96.8 | 83.4 | 72.8 | 90 | 97.7 | 84.6 | 70.2 | 100 | 98.8 | 85.4 | 72.5 |
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