Research Article
Reliability Modelling of CNC Machine Tools Based on the Improved Maximum Likelihood Estimation Method
Table 4
Test parameters for four-factor and four-level orthogonal simulation conditions.
| Number | Number of machine tools | Test time T/h | Ideal parameters | MRCT | | |
| 1 | 5 | 1000 | 800 | 0.8 | 0.81 | 2 | 5 | 1400 | 1200 | 1.2 | 0.80 | 3 | 5 | 1800 | 1600 | 1.6 | 0.82 | 4 | 5 | 2200 | 2000 | 2.0 | 0.84 | 5 | 10 | 1000 | 1200 | 1.6 | 0.90 | 6 | 10 | 1400 | 800 | 2.0 | 0.67 | 7 | 10 | 1800 | 2000 | 0.8 | 0.84 | 8 | 10 | 2200 | 1600 | 1.2 | 0.74 | 9 | 20 | 1000 | 1600 | 2.0 | 0.95 | 10 | 20 | 1400 | 2000 | 1.6 | 0.91 | 11 | 20 | 1800 | 800 | 1.2 | 0.57 | 12 | 20 | 2200 | 1200 | 0.8 | 0.67 | 13 | 50 | 1000 | 2000 | 1.2 | 0.94 | 14 | 50 | 1400 | 1600 | 0.8 | 0.84 | 15 | 50 | 1800 | 1200 | 2.0 | 0.73 | 16 | 50 | 2200 | 800 | 1.6 | 0.49 |
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