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. 2020 Aug 5;20(16):4377. doi: 10.3390/s20164377

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%.