UDI
int64 2
10k
| Product ID
stringlengths 6
6
| Type
stringclasses 3
values | Air temperature [K]
float64 295
305
| Process temperature [K]
float64 306
314
| Rotational speed [rpm]
int64 1.17k
2.89k
| Torque [Nm]
float64 3.8
76.6
| Tool wear [min]
int64 0
253
| Target
int64 0
1
| Failure Type
stringclasses 6
values |
---|---|---|---|---|---|---|---|---|---|
2,466 | L49645 | L | 298.9 | 308.6 | 1,481 | 40.7 | 124 | 0 | No Failure |
6,407 | L53586 | L | 300.2 | 309.8 | 1,526 | 45.6 | 175 | 0 | No Failure |
7,491 | M22350 | M | 300.4 | 311.8 | 1,707 | 30 | 165 | 0 | No Failure |
3,507 | H32920 | H | 301.6 | 310.8 | 1,435 | 47.2 | 152 | 0 | No Failure |
390 | M15249 | M | 297.6 | 308.7 | 1,408 | 54.8 | 147 | 0 | No Failure |
6,822 | M21681 | M | 300.8 | 310.6 | 1,545 | 37.5 | 155 | 0 | No Failure |
5,875 | M20734 | M | 301.5 | 311.1 | 1,660 | 33.8 | 115 | 0 | No Failure |
3,659 | M18518 | M | 302.2 | 311.5 | 1,449 | 44.5 | 113 | 0 | No Failure |
1,635 | H31048 | H | 297.9 | 307.9 | 1,406 | 58.5 | 93 | 0 | No Failure |
4,302 | L51481 | L | 301.7 | 310.2 | 1,471 | 51.1 | 8 | 0 | No Failure |
7,164 | M22023 | M | 300.1 | 310.1 | 1,501 | 39.3 | 195 | 0 | No Failure |
1,798 | M16657 | M | 298 | 307.6 | 1,508 | 41.8 | 89 | 0 | No Failure |
5,285 | M20144 | M | 303.8 | 313.2 | 1,732 | 29.6 | 147 | 0 | No Failure |
4,318 | M19177 | M | 301.5 | 310 | 1,417 | 44.6 | 49 | 0 | No Failure |
3,171 | M18030 | M | 300.4 | 309.7 | 1,685 | 32.3 | 167 | 0 | No Failure |
9,162 | M24021 | M | 297.5 | 308.5 | 1,612 | 30 | 163 | 0 | No Failure |
1,605 | L48784 | L | 297.8 | 307.8 | 1,452 | 39.8 | 21 | 0 | No Failure |
9,485 | L56664 | L | 298.9 | 309.6 | 1,663 | 33.7 | 195 | 0 | No Failure |
6,853 | H36266 | H | 301 | 311.2 | 1,602 | 32.7 | 19 | 0 | No Failure |
7,824 | L55003 | L | 300 | 311.3 | 1,484 | 53.2 | 158 | 0 | No Failure |
4,853 | L52032 | L | 303.7 | 312.2 | 1,619 | 34.9 | 92 | 0 | No Failure |
6,896 | M21755 | M | 301 | 311.6 | 1,357 | 45.6 | 137 | 0 | No Failure |
2,633 | M17492 | M | 300 | 309.7 | 1,652 | 28.6 | 112 | 0 | No Failure |
3,571 | H32984 | H | 301.8 | 310.6 | 1,441 | 46.3 | 100 | 0 | No Failure |
5,882 | L53061 | L | 301.4 | 311.1 | 1,952 | 22.7 | 131 | 0 | No Failure |
7,414 | M22273 | M | 300.1 | 311.1 | 1,616 | 35.2 | 183 | 0 | No Failure |
608 | M15467 | M | 298 | 309.9 | 1,565 | 33.9 | 40 | 0 | No Failure |
3,440 | L50619 | L | 301.4 | 310.3 | 1,492 | 41.4 | 195 | 0 | No Failure |
8,921 | L56100 | L | 297.1 | 308.3 | 1,496 | 45.8 | 190 | 0 | No Failure |
518 | M15377 | M | 297.5 | 309.4 | 1,391 | 58.2 | 34 | 0 | No Failure |
8,415 | L55594 | L | 298.6 | 309.8 | 1,842 | 20.1 | 142 | 0 | No Failure |
4,236 | L51415 | L | 302.2 | 310.8 | 1,438 | 41.4 | 66 | 0 | No Failure |
7,393 | M22252 | M | 299.7 | 310.5 | 1,492 | 39.3 | 131 | 0 | No Failure |
8,939 | M23798 | M | 297.4 | 308.4 | 1,517 | 41 | 18 | 0 | No Failure |
9,025 | L56204 | L | 297.4 | 308.3 | 1,366 | 45.5 | 11 | 0 | No Failure |
2,202 | L49381 | L | 299.8 | 309 | 1,567 | 36.1 | 95 | 0 | No Failure |
418 | L47597 | L | 297.4 | 308.4 | 1,394 | 50.1 | 213 | 0 | No Failure |
946 | M15805 | M | 295.7 | 306.3 | 1,347 | 50.4 | 46 | 0 | No Failure |
9,398 | M24257 | M | 297.7 | 308.2 | 1,370 | 53.4 | 162 | 0 | No Failure |
4,364 | H33777 | H | 302.1 | 310.1 | 1,844 | 24.6 | 171 | 0 | No Failure |
3,257 | L50436 | L | 301.1 | 309.8 | 1,519 | 39.6 | 167 | 0 | No Failure |
4,584 | M19443 | M | 302.9 | 311.2 | 1,467 | 37.7 | 73 | 0 | No Failure |
5,758 | L52937 | L | 301.9 | 311.3 | 1,366 | 55.6 | 57 | 0 | No Failure |
9,320 | L56499 | L | 298.5 | 309.4 | 1,911 | 21.5 | 164 | 0 | No Failure |
329 | H29742 | H | 297.6 | 308.4 | 1,703 | 31.4 | 205 | 0 | No Failure |
2,985 | L50164 | L | 300.6 | 309.7 | 1,639 | 30.4 | 121 | 0 | No Failure |
5,631 | M20490 | M | 302.8 | 312.2 | 1,615 | 32.9 | 159 | 0 | No Failure |
8,305 | M23164 | M | 298.7 | 310.1 | 1,506 | 50.7 | 53 | 0 | No Failure |
3,459 | L50638 | L | 301.5 | 310.4 | 1,329 | 46.6 | 24 | 0 | No Failure |
8,069 | M22928 | M | 300.5 | 311.9 | 1,676 | 35.2 | 97 | 0 | No Failure |
1,649 | L48828 | L | 297.9 | 307.8 | 1,373 | 50.2 | 130 | 0 | No Failure |
3,624 | M18483 | M | 302 | 311.3 | 1,530 | 36.4 | 27 | 0 | No Failure |
3,370 | L50549 | L | 301.5 | 310.9 | 2,760 | 8 | 15 | 1 | Power Failure |
6,871 | H36284 | H | 301 | 311.3 | 1,597 | 39.2 | 66 | 0 | No Failure |
7,539 | M22398 | M | 300.2 | 311.4 | 1,450 | 38.5 | 68 | 0 | No Failure |
1,422 | L48601 | L | 298.7 | 309.8 | 1,589 | 31.8 | 217 | 0 | No Failure |
5,656 | L52835 | L | 302.3 | 311.5 | 1,387 | 47.3 | 2 | 0 | No Failure |
3,357 | L50536 | L | 301.6 | 310.8 | 1,355 | 57.8 | 195 | 1 | Overstrain Failure |
6,546 | M21405 | M | 301.4 | 310.8 | 1,738 | 30.3 | 104 | 0 | No Failure |
8,884 | M23743 | M | 297.9 | 309.2 | 1,529 | 38.1 | 96 | 0 | No Failure |
4,720 | M19579 | M | 303.4 | 311.7 | 1,690 | 34.9 | 189 | 0 | No Failure |
5,821 | L53000 | L | 301.3 | 311.1 | 1,723 | 27.6 | 210 | 0 | No Failure |
4,014 | M18873 | M | 302.2 | 311.1 | 1,728 | 34 | 179 | 0 | No Failure |
7,861 | L55040 | L | 300.5 | 312 | 1,415 | 44.6 | 23 | 0 | No Failure |
4,009 | M18868 | M | 302.2 | 311.2 | 1,471 | 41.9 | 166 | 0 | No Failure |
9,019 | L56198 | L | 297.3 | 308.1 | 1,615 | 35.4 | 217 | 1 | Tool Wear Failure |
386 | M15245 | M | 297.6 | 308.6 | 1,414 | 45.4 | 138 | 0 | No Failure |
1,272 | H30685 | H | 298 | 309.4 | 1,490 | 40.5 | 53 | 0 | No Failure |
2,342 | L49521 | L | 299.1 | 308.2 | 1,409 | 46.4 | 12 | 0 | No Failure |
9,945 | L57124 | L | 298.3 | 307.9 | 1,399 | 47.8 | 99 | 0 | No Failure |
9,984 | L57163 | L | 298.7 | 308.4 | 1,694 | 28.7 | 195 | 0 | No Failure |
7,794 | L54973 | L | 300.1 | 311.5 | 1,434 | 40.8 | 80 | 0 | No Failure |
4,676 | H34089 | H | 303.5 | 311.5 | 1,629 | 33.5 | 73 | 0 | No Failure |
7,390 | L54569 | L | 299.8 | 310.6 | 1,707 | 32.5 | 124 | 0 | No Failure |
292 | L47471 | L | 298 | 308.3 | 1,473 | 42.6 | 107 | 0 | No Failure |
8,105 | L55284 | L | 300.3 | 311.9 | 1,692 | 31.5 | 187 | 0 | No Failure |
8,196 | L55375 | L | 299.4 | 310.8 | 1,376 | 53.9 | 215 | 1 | Overstrain Failure |
4,061 | M18920 | M | 302 | 310.9 | 1,352 | 55.5 | 59 | 0 | No Failure |
3,016 | L50195 | L | 300.5 | 309.7 | 1,589 | 30.5 | 198 | 0 | No Failure |
5,885 | M20744 | M | 301.3 | 311.1 | 1,438 | 43 | 137 | 0 | No Failure |
1,270 | L48449 | L | 298.1 | 309.5 | 1,467 | 41.8 | 48 | 0 | No Failure |
4,789 | H34202 | H | 303.7 | 312.6 | 1,514 | 35.5 | 138 | 0 | No Failure |
9,443 | M24302 | M | 298.1 | 308.8 | 1,394 | 47.9 | 70 | 0 | No Failure |
4,199 | M19058 | M | 302.4 | 311.1 | 1,432 | 44.5 | 195 | 0 | No Failure |
1,866 | L49045 | L | 297.9 | 307.7 | 1,567 | 34.7 | 74 | 0 | No Failure |
6,291 | L53470 | L | 301 | 310.5 | 1,932 | 21.7 | 79 | 0 | No Failure |
2,495 | L49674 | L | 299.1 | 308.8 | 1,329 | 53.6 | 207 | 1 | Overstrain Failure |
2,978 | L50157 | L | 300.4 | 309.3 | 1,413 | 50.3 | 101 | 0 | No Failure |
241 | M15100 | M | 298 | 308.1 | 1,339 | 51.6 | 197 | 0 | No Failure |
1,901 | H31314 | H | 297.9 | 307.6 | 1,493 | 36 | 161 | 0 | No Failure |
1,832 | M16691 | M | 297.8 | 307.3 | 1,315 | 54 | 180 | 0 | No Failure |
7,052 | L54231 | L | 300.6 | 310.4 | 1,556 | 37.7 | 122 | 0 | No Failure |
9,826 | L57005 | L | 298.4 | 309.2 | 1,610 | 32.4 | 194 | 0 | No Failure |
380 | L47559 | L | 297.3 | 308.2 | 1,754 | 26.8 | 125 | 0 | No Failure |
9,387 | M24246 | M | 297.5 | 308 | 2,033 | 16.7 | 128 | 0 | No Failure |
749 | H30162 | H | 296.7 | 308.1 | 1,528 | 46.3 | 203 | 0 | No Failure |
8,941 | H38354 | H | 297.3 | 308.3 | 1,935 | 19.3 | 24 | 0 | No Failure |
5,024 | M19883 | M | 304 | 313 | 1,575 | 34.5 | 92 | 0 | No Failure |
9,654 | L56833 | L | 299 | 309.9 | 1,373 | 55.7 | 201 | 1 | Overstrain Failure |
7,398 | L54577 | L | 299.7 | 310.6 | 1,737 | 26.1 | 144 | 0 | No Failure |
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