Research Article
[Retracted] Robot Fault Detection Based on Big Data
Table 1
Comparison of fault detection accuracy.
| Number of trials | Fault detection accuracy rate/(%) | Method | Based on neural network | Expert system-based approach |
| 10 | 93.4 | 87.3 | 76.2 | 20 | 97.3 | 89.1 | 79.2 | 30 | 98.1 | 90.1 | 81.1 | 40 | 99.3 | 91.3 | 81.4 | 50 | 94.5 | 82.5 | 73.5 | 60 | 98.6 | 83.1 | 78.7 | 70 | 97.2 | 80.1 | 81.2 | 80 | 99.6 | 82.5 | 80.7 | 90 | 95.8 | 80.3 | 74.7 | 100 | 96.1 | 81.1 | 72.9 |
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