Table 6.
ANOVA results for sensorial data, namely cutting force, AE, temperature, vibration and motor current.
Cutting Parameters | Degree of Freedom | Sum of Squares | Mean Square | F Value | p-Value | Percent Contribution (%) |
---|---|---|---|---|---|---|
CUTTING FORCE F * (N) | ||||||
Cutting Speed | 2 | 0.666 | 0.3332 | 0.29 | 0.773 | 0.6 |
Feed Rate | 2 | 71.777 | 35.8886 | 31.63 | 0.031 | 69.1 |
Depth of Cut | 2 | 29.126 | 14.5632 | 12.83 | 0.072 | 28 |
Error | 2 | 2.269 | 1.1347 | 2.2 | ||
Total | 8 | 103.839 | 97.8 | |||
ACOUSTIC EMISSION AE * (kHz) | ||||||
Cutting Speed | 2 | 73.377 | 36.689 | 10.8 | 0.085 | 46.1 |
Feed Rate | 2 | 48.848 | 24.424 | 7.19 | 0.122 | 30.7 |
Depth of Cut | 2 | 29.941 | 14.971 | 4.41 | 0.185 | 18.8 |
Error | 2 | 6.793 | 3.397 | 4.3 | ||
Total | 8 | 158.960 | 95.7 | |||
TEMPERATURE T * (°C) | ||||||
Cutting Speed | 2 | 1.0132 | 0.5065 | 12.75 | 0.073 | 89.9 |
Feed Rate | 2 | 0.0168 | 0.0083 | 0.21 | 0.825 | 1.4 |
Depth of Cut | 2 | 0.0172 | 0.0085 | 0.22 | 0.822 | 1.5 |
Error | 2 | 0.0794 | 0.0397 | 7.1 | ||
Total | 8 | 1.1266 | 92.9 | |||
VIBRATION Vb * (Hz) | ||||||
Cutting Speed | 2 | 0.7469 | 0.3735 | 0.96 | 0.511 | 17.8 |
Feed Rate | 2 | 1.7206 | 0.8603 | 2.20 | 0.312 | 41.1 |
Depth of Cut | 2 | 0.9272 | 0.4636 | 1.19 | 0.458 | 22.1 |
Error | 2 | 0.7820 | 0.3910 | 18.7 | ||
Total | 8 | 4.1767 | 81.3 | |||
MOTOR CURRENT MC * (Hz) | ||||||
Cutting Speed | 2 | 0.001201 | 0.00060 | 0.48 | 0.674 | 12.2 |
Feed Rate | 2 | 0.002286 | 0.00114 | 0.92 | 0.521 | 23.3 |
Depth of Cut | 2 | 0.003824 | 0.00191 | 1.54 | 0.394 | 39 |
Error | 2 | 0.002487 | 0.00124 | 25.4 | ||
Total | 8 | 0.009797 | 74.6 |
* R2 values for F = 97.8%, AE = 95.7%, T = 92.9%, Vb = 81.3%, MC = 74.6%.