Experimental results of Fx and Fy for neural network analyses
| Vc (mm/min) | d (mm) | Lubricant condition | Fx (N) | Fy (N) |
|---|---|---|---|---|
| 240 | 1 mm | No | 87.513 | 86.304 |
| 240 | 1 mm | No | 89.856 | 88.818 |
| 240 | 1 mm | No | 73.647 | 71.960 |
| 240 | 1 mm | No | 83.753 | 80.976 |
| 240 | 1 mm | No | 71.323 | 68.449 |
| 480 | 1 mm | No | 77.371 | 73.794 |
| 480 | 1 mm | No | 79.949 | 77.149 |
| 480 | 1 mm | No | 83.845 | 80.939 |
| 480 | 1 mm | No | 84.761 | 82.662 |
| 480 | 1 mm | No | 89.218 | 87.475 |
| 720 | 1 mm | No | 85.077 | 81.148 |
| 720 | 1 mm | No | 86.961 | 82.774 |
| 720 | 1 mm | No | 70.817 | 65.604 |
| 720 | 1 mm | No | 89.626 | 86.557 |
| 720 | 1 mm | No | 88.964 | 85.886 |
| 240 | 1 mm | Yes | 70.064 | 70.003 |
| 240 | 1 mm | Yes | 73.673 | 70.439 |
| 240 | 1 mm | Yes | 68.543 | 66.116 |
| 240 | 1 mm | Yes | 71.554 | 70.092 |
| 240 | 1 mm | Yes | 68.507 | 67.778 |
| 480 | 1 mm | Yes | 73.774 | 71.044 |
| 480 | 1 mm | Yes | 74.662 | 72.289 |
| 480 | 1 mm | Yes | 75.311 | 75.005 |
| 480 | 1 mm | Yes | 76.303 | 74.218 |
| 480 | 1 mm | Yes | 76.085 | 74.808 |
| 720 | 1 mm | Yes | 80.097 | 80.005 |
| 720 | 1 mm | Yes | 81.116 | 79.082 |
| 720 | 1 mm | Yes | 77.964 | 76.741 |
| 720 | 1 mm | Yes | 79.867 | 77.549 |
| 720 | 1 mm | Yes | 83.144 | 83.022 |
| 240 | 2 mm | No | 137.665 | 136.916 |
| 240 | 2 mm | No | 151.800 | 150.853 |
| 240 | 2 mm | No | 109.897 | 108.829 |
| 240 | 2 mm | No | 112.984 | 107.987 |
| 240 | 2 mm | No | 131.112 | 126.513 |
| 480 | 2 mm | No | 117.539 | 115.120 |
| 480 | 2 mm | No | 100.139 | 97.659 |
| 480 | 2 mm | No | 104.351 | 101.417 |
| 480 | 2 mm | No | 119.532 | 116.876 |
| 480 | 2 mm | No | 122.118 | 120.765 |
| 720 | 2 mm | No | 92.239 | 86.541 |
| 720 | 2 mm | No | 119.977 | 115.797 |
| 720 | 2 mm | No | 122.000 | 118.153 |
| 720 | 2 mm | No | 126.497 | 123.256 |
| 720 | 2 mm | No | 129.785 | 128.193 |
| 240 | 2 mm | Yes | 109.446 | 107.577 |
| 240 | 2 mm | Yes | 114.022 | 110.004 |
| 240 | 2 mm | Yes | 107.894 | 106.772 |
| 240 | 2 mm | Yes | 105.112 | 103.303 |
| 240 | 2 mm | Yes | 103.446 | 102.235 |
| 480 | 2 mm | Yes | 103.203 | 102.034 |
| 480 | 2 mm | Yes | 97.754 | 96.884 |
| 480 | 2 mm | Yes | 95.309 | 95.031 |
| 480 | 2 mm | Yes | 102.223 | 100.055 |
| 480 | 2 mm | Yes | 98.117 | 94.449 |
| 720 | 2 mm | Yes | 110.044 | 109.641 |
| 720 | 2 mm | Yes | 112.355 | 110.774 |
| 720 | 2 mm | Yes | 119.953 | 119.004 |
| 720 | 2 mm | Yes | 117.129 | 115.094 |
| 720 | 2 mm | Yes | 100.666 | 99.784 |
| 240 | 3 mm | No | 148.375 | 147.052 |
| 240 | 3 mm | No | 151.581 | 150.686 |
| 240 | 3 mm | No | 177.084 | 177.179 |
| 240 | 3 mm | No | 169.452 | 168.774 |
| 240 | 3 mm | No | 172.548 | 170.662 |
| 480 | 3 mm | No | 215.512 | 215.076 |
| 480 | 3 mm | No | 263.727 | 262.576 |
| 480 | 3 mm | No | 245.660 | 245.018 |
| 480 | 3 mm | No | 243.065 | 241.701 |
| 480 | 3 mm | No | 239.906 | 237.061 |
| 720 | 3 mm | No | 228.412 | 226.249 |
| 720 | 3 mm | No | 231.776 | 230.397 |
| 720 | 3 mm | No | 234.112 | 233.018 |
| 720 | 3 mm | No | 242.104 | 240.537 |
| 720 | 3 mm | No | 238.085 | 235.893 |
| 240 | 3 mm | Yes | 128.707 | 125.657 |
| 240 | 3 mm | Yes | 126.222 | 124.403 |
| 240 | 3 mm | Yes | 133.448 | 132.902 |
| 240 | 3 mm | Yes | 138.775 | 136.007 |
| 240 | 3 mm | Yes | 139.542 | 136.054 |
| 480 | 3 mm | Yes | 220.214 | 219.213 |
| 480 | 3 mm | Yes | 225.924 | 222.431 |
| 480 | 3 mm | Yes | 229.878 | 227.422 |
| 480 | 3 mm | Yes | 227.704 | 226.442 |
| 480 | 3 mm | Yes | 232.765 | 230.302 |
| 720 | 3 mm | Yes | 214.763 | 214.006 |
| 720 | 3 mm | Yes | 223.317 | 222.562 |
| 720 | 3 mm | Yes | 226.943 | 224.106 |
| 720 | 3 mm | Yes | 231.066 | 229.438 |
| 720 | 3 mm | Yes | 216.143 | 215.774 |
| Vc (mm/min) | d (mm) | Lubricant condition | Fx (N) | Fy (N) |
|---|---|---|---|---|
| 240 | 1 mm | No | 87.513 | 86.304 |
| 240 | 1 mm | No | 89.856 | 88.818 |
| 240 | 1 mm | No | 73.647 | 71.960 |
| 240 | 1 mm | No | 83.753 | 80.976 |
| 240 | 1 mm | No | 71.323 | 68.449 |
| 480 | 1 mm | No | 77.371 | 73.794 |
| 480 | 1 mm | No | 79.949 | 77.149 |
| 480 | 1 mm | No | 83.845 | 80.939 |
| 480 | 1 mm | No | 84.761 | 82.662 |
| 480 | 1 mm | No | 89.218 | 87.475 |
| 720 | 1 mm | No | 85.077 | 81.148 |
| 720 | 1 mm | No | 86.961 | 82.774 |
| 720 | 1 mm | No | 70.817 | 65.604 |
| 720 | 1 mm | No | 89.626 | 86.557 |
| 720 | 1 mm | No | 88.964 | 85.886 |
| 240 | 1 mm | Yes | 70.064 | 70.003 |
| 240 | 1 mm | Yes | 73.673 | 70.439 |
| 240 | 1 mm | Yes | 68.543 | 66.116 |
| 240 | 1 mm | Yes | 71.554 | 70.092 |
| 240 | 1 mm | Yes | 68.507 | 67.778 |
| 480 | 1 mm | Yes | 73.774 | 71.044 |
| 480 | 1 mm | Yes | 74.662 | 72.289 |
| 480 | 1 mm | Yes | 75.311 | 75.005 |
| 480 | 1 mm | Yes | 76.303 | 74.218 |
| 480 | 1 mm | Yes | 76.085 | 74.808 |
| 720 | 1 mm | Yes | 80.097 | 80.005 |
| 720 | 1 mm | Yes | 81.116 | 79.082 |
| 720 | 1 mm | Yes | 77.964 | 76.741 |
| 720 | 1 mm | Yes | 79.867 | 77.549 |
| 720 | 1 mm | Yes | 83.144 | 83.022 |
| 240 | 2 mm | No | 137.665 | 136.916 |
| 240 | 2 mm | No | 151.800 | 150.853 |
| 240 | 2 mm | No | 109.897 | 108.829 |
| 240 | 2 mm | No | 112.984 | 107.987 |
| 240 | 2 mm | No | 131.112 | 126.513 |
| 480 | 2 mm | No | 117.539 | 115.120 |
| 480 | 2 mm | No | 100.139 | 97.659 |
| 480 | 2 mm | No | 104.351 | 101.417 |
| 480 | 2 mm | No | 119.532 | 116.876 |
| 480 | 2 mm | No | 122.118 | 120.765 |
| 720 | 2 mm | No | 92.239 | 86.541 |
| 720 | 2 mm | No | 119.977 | 115.797 |
| 720 | 2 mm | No | 122.000 | 118.153 |
| 720 | 2 mm | No | 126.497 | 123.256 |
| 720 | 2 mm | No | 129.785 | 128.193 |
| 240 | 2 mm | Yes | 109.446 | 107.577 |
| 240 | 2 mm | Yes | 114.022 | 110.004 |
| 240 | 2 mm | Yes | 107.894 | 106.772 |
| 240 | 2 mm | Yes | 105.112 | 103.303 |
| 240 | 2 mm | Yes | 103.446 | 102.235 |
| 480 | 2 mm | Yes | 103.203 | 102.034 |
| 480 | 2 mm | Yes | 97.754 | 96.884 |
| 480 | 2 mm | Yes | 95.309 | 95.031 |
| 480 | 2 mm | Yes | 102.223 | 100.055 |
| 480 | 2 mm | Yes | 98.117 | 94.449 |
| 720 | 2 mm | Yes | 110.044 | 109.641 |
| 720 | 2 mm | Yes | 112.355 | 110.774 |
| 720 | 2 mm | Yes | 119.953 | 119.004 |
| 720 | 2 mm | Yes | 117.129 | 115.094 |
| 720 | 2 mm | Yes | 100.666 | 99.784 |
| 240 | 3 mm | No | 148.375 | 147.052 |
| 240 | 3 mm | No | 151.581 | 150.686 |
| 240 | 3 mm | No | 177.084 | 177.179 |
| 240 | 3 mm | No | 169.452 | 168.774 |
| 240 | 3 mm | No | 172.548 | 170.662 |
| 480 | 3 mm | No | 215.512 | 215.076 |
| 480 | 3 mm | No | 263.727 | 262.576 |
| 480 | 3 mm | No | 245.660 | 245.018 |
| 480 | 3 mm | No | 243.065 | 241.701 |
| 480 | 3 mm | No | 239.906 | 237.061 |
| 720 | 3 mm | No | 228.412 | 226.249 |
| 720 | 3 mm | No | 231.776 | 230.397 |
| 720 | 3 mm | No | 234.112 | 233.018 |
| 720 | 3 mm | No | 242.104 | 240.537 |
| 720 | 3 mm | No | 238.085 | 235.893 |
| 240 | 3 mm | Yes | 128.707 | 125.657 |
| 240 | 3 mm | Yes | 126.222 | 124.403 |
| 240 | 3 mm | Yes | 133.448 | 132.902 |
| 240 | 3 mm | Yes | 138.775 | 136.007 |
| 240 | 3 mm | Yes | 139.542 | 136.054 |
| 480 | 3 mm | Yes | 220.214 | 219.213 |
| 480 | 3 mm | Yes | 225.924 | 222.431 |
| 480 | 3 mm | Yes | 229.878 | 227.422 |
| 480 | 3 mm | Yes | 227.704 | 226.442 |
| 480 | 3 mm | Yes | 232.765 | 230.302 |
| 720 | 3 mm | Yes | 214.763 | 214.006 |
| 720 | 3 mm | Yes | 223.317 | 222.562 |
| 720 | 3 mm | Yes | 226.943 | 224.106 |
| 720 | 3 mm | Yes | 231.066 | 229.438 |
| 720 | 3 mm | Yes | 216.143 | 215.774 |
Source(s): Authors own work
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