Submitted:
19 August 2024
Posted:
20 August 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Experimental Method
2.2. Data Processing
3. Results and Discussion
3.1. Experimental Results
3.2. Statitical Results
3.2.1. Thrust Forces
3.2.2. Dimensional Accuracy of Holes
3.3. Optimizatized Cutting Conditions and Predictions
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Factors | Levels | Values |
|---|---|---|
| Foam Thickness (FT) [mm] | 1 | 4 |
| 2 | 10 | |
| Rotation Speed (N) [rpm] | 1 | 2000 |
| 2 | 4000 | |
| 3 | 6000 | |
| Feed Rate (F) [mm/min] | 1 | 200 |
| 2 | 400 | |
| 3 | 600 |
| Number of Test | Foam Thickness [mm] | N [rpm] | F [mm/min] | Fz [N] | ΔDi [μm] | ΔDo [μm] |
|---|---|---|---|---|---|---|
| 1 | 4 | 2000 | 200 | 24 | 3 | 1 |
| 2 | 4 | 2000 | 400 | 23 | 3.3 | 6 |
| 3 | 4 | 2000 | 600 | 22 | 10 | 7 |
| 4 | 4 | 4000 | 200 | 20 | 1 | 1 |
| 5 | 4 | 4000 | 400 | 15 | 3.3 | 4 |
| 6 | 4 | 4000 | 600 | 49 | 1.6 | 8 |
| 7 | 4 | 6000 | 200 | 49 | 50 | 4 |
| 8 | 4 | 6000 | 400 | 42 | 40 | 13 |
| 9 | 4 | 6000 | 600 | 37 | 22.5 | 7 |
| 10 | 10 | 2000 | 200 | 21 | 15 | 8 |
| 11 | 10 | 2000 | 400 | 24 | 0 | 2 |
| 12 | 10 | 2000 | 600 | 23 | 1 | 10 |
| 13 | 10 | 4000 | 200 | 27 | 1 | 16 |
| 14 | 10 | 4000 | 400 | 25 | 0 | 1 |
| 15 | 10 | 4000 | 600 | 38 | 20 | 20 |
| 16 | 10 | 6000 | 200 | 39 | 27 | 23 |
| 17 | 10 | 6000 | 400 | 38 | 10 | 1 |
| 18 | 10 | 6000 | 600 | 31 | 9 | 7 |
| Source | Sum of Squares | Degrees of Freedom | Mean Square | F-Ratio | P-Value | Contribution (%) |
|---|---|---|---|---|---|---|
| FT | 29.534 | 1 | 29.534 | 0.42 | 0.5544 | 1.59 |
| N | 269.837 | 1 | 269.837 | 3.79 | 0.1232 | 14.54 |
| F | 108.15 | 1 | 108.15 | 1.52 | 0.2850 | 5.83 |
| FT×N | 20.756 | 1 | 20.756 | 0.29 | 0.6177 | 1.12 |
| FT×F | 28.592 | 1 | 28.592 | 0.40 | 0.5605 | 1.54 |
| N2 | 404.634 | 1 | 404.634 | 5.69 | 0.0755 | 21.80 |
| N×F | 186.537 | 1 | 186.537 | 2.62 | 0.1806 | 10.05 |
| F2 | 35.707 | 1 | 35.707 | 0.50 | 0.5177 | 1.92 |
| FT×N2 | 31.641 | 1 | 31.641 | 0.44 | 0.5412 | 1.70 |
| FT×N×F | 0.008 | 1 | 0.008 | 0.00 | 0.9921 | 0.00 |
| FT×F2 | 37.515 | 1 | 37.515 | 0.53 | 0.5078 | 2.02 |
| N2×F | 418.753 | 1 | 418.753 | 5.89 | 0.0722 | 22.56 |
| N×F2 | 0.065 | 1 | 0.065 | 0.00 | 0.9773 | 0.00 |
| Total residual | 284.417 | 4 | 71.104 | 15.32 | ||
| Total (adj.) | 1799.91 | 17 |
| Source | Sum of Squares | Degrees of Freedom | Mean Square | F-Ratio | P-Value | Contribution (%) |
|---|---|---|---|---|---|---|
| FT | 30.2634 | 1 | 30,2634 | 3.50 | 0.1345 | 1.05 |
| N | 531.795 | 1 | 531.795 | 61.57 | 0.0014 | 18.48 |
| F | 31.0778 | 1 | 31.0778 | 3.60 | 0.1307 | 1.10 |
| FT×N | 22.8583 | 1 | 22.8583 | 2.65 | 0.1791 | 0.79 |
| FT×F | 107.502 | 1 | 107.502 | 12.45 | 0.0243 | 3.74 |
| N2 | 941.601 | 1 | 941.601 | 109.02 | 0.0005 | 32.72 |
| N×F | 247.496 | 1 | 247.496 | 28.66 | 0.0059 | 8.60 |
| F2 | 3.98972 | 1 | 3.98972 | 0.46 | 0.5340 | 0.14 |
| FT×N2 | 147.825 | 1 | 147.825 | 17.12 | 0.0144 | 5.14 |
| FT×N×F | 140.281 | 1 | 140.281 | 16.24 | 0.0157 | 4.87 |
| FT×F2 | 45.4501 | 1 | 45.4501 | 5.26 | 0.0835 | 1.58 |
| N2×F | 580.167 | 1 | 580.167 | 67.18 | 0.0012 | 20.16 |
| N×F2 | 12.615 | 1 | 12.615 | 1.46 | 0.2934 | 0.44 |
| Total residual | 34.5465 | 4 | 8.63663 | 1.20 | ||
| Total (adj.) | 3450.85 | 17 |
| Source | Sum of Squares | Degrees of Freedom | Mean Square | F-Ratio | P-Value | Contribution (%) |
|---|---|---|---|---|---|---|
| FT | 24.303 | 1 | 24.303 | 1.40 | 0.3021 | 2.92 |
| N | 42.228 | 1 | 42.228 | 2.43 | 0.1938 | 5.07 |
| F | 18.742 | 1 | 18.742 | 1.08 | 0.3573 | 2.25 |
| FT×N | 53.912 | 1 | 53.912 | 3.11 | 0.1527 | 6.47 |
| FT×F | 186.362 | 1 | 186.362 | 10.74 | 0.0306 | 22.36 |
| N2 | 49.848 | 1 | 49.848 | 2.87 | 0.1653 | 5.98 |
| N×F | 15.123 | 1 | 15.123 | 0.87 | 0.4034 | 1.81 |
| F2 | 37.034 | 1 | 37.034 | 2.13 | 0.2178 | 4.44 |
| FT×N2 | 34.516 | 1 | 34.516 | 1.99 | 0.2312 | 4.14 |
| FT×N×F | 30.031 | 1 | 30.031 | 1.73 | 0.2586 | 3.60 |
| FT×F2 | 240.25 | 1 | 240.25 | 13.85 | 0.0205 | 28.83 |
| N2×F | 31.510 | 1 | 31.510 | 1.82 | 0.2490 | 3.78 |
| N×F2 | 0.167 | 1 | 0.167 | 0.01 | 0.9266 | 0.02 |
| Total residual | 69.399 | 4 | 17.350 | 8.83 | ||
| Total (adj.) | 726.059 | 17 |
| Factors | Foam Thickness (FT) [mm] | |||||
|---|---|---|---|---|---|---|
| 4 | 10 | |||||
| Fz | ∆Di | ∆Do | Fz | ∆Di | ∆Do | |
| Rotation Speed (N) [rpm] | 3164 | 2268 | 2611 | 3225 | 2500 | 2100 |
| Feed Rate (F) [mm/min] | 258 | 207 | 202 | 200 | 203 | 323 |
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