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 |
|---|---|---|---|---|---|---|---|---|---|
353 | M15212 | M | 297.6 | 308.4 | 1,507 | 46 | 51 | 0 | No Failure |
6,485 | H35898 | H | 300.6 | 309.8 | 1,913 | 22.5 | 157 | 0 | No Failure |
7,742 | L54921 | L | 300.5 | 312 | 1,478 | 39 | 153 | 0 | No Failure |
6,430 | M21289 | M | 300.2 | 309.8 | 1,394 | 47.4 | 21 | 0 | No Failure |
3,664 | M18523 | M | 302.3 | 311.7 | 1,442 | 41.7 | 127 | 0 | No Failure |
7,255 | L54434 | L | 300.3 | 310.4 | 1,493 | 37.5 | 219 | 0 | No Failure |
2,104 | M16963 | M | 299.3 | 309.1 | 1,376 | 46.7 | 49 | 0 | No Failure |
1,672 | L48851 | L | 298.1 | 307.9 | 1,614 | 35.8 | 196 | 0 | No Failure |
259 | L47438 | L | 298.1 | 308.2 | 1,482 | 37.9 | 17 | 0 | No Failure |
3,672 | M18531 | M | 302.3 | 311.7 | 1,486 | 39.6 | 147 | 0 | No Failure |
644 | M15503 | M | 297.8 | 309.4 | 1,495 | 36.5 | 132 | 0 | No Failure |
7,441 | L54620 | L | 300 | 311.4 | 1,655 | 29.6 | 30 | 0 | No Failure |
1,857 | M16716 | M | 297.8 | 307.4 | 1,752 | 26.1 | 52 | 0 | No Failure |
5,735 | L52914 | L | 302.3 | 311.8 | 1,369 | 56.2 | 208 | 1 | Overstrain Failure |
837 | L48016 | L | 296.6 | 307.4 | 1,368 | 45.1 | 185 | 0 | No Failure |
1,837 | L49016 | L | 297.7 | 307.2 | 1,518 | 35.8 | 195 | 0 | No Failure |
1,264 | L48443 | L | 297.8 | 309.2 | 1,400 | 56.9 | 34 | 0 | No Failure |
21 | H29434 | H | 298.9 | 309.3 | 1,375 | 42.7 | 58 | 0 | No Failure |
5,286 | L52465 | L | 303.8 | 313.1 | 1,523 | 39.8 | 150 | 0 | No Failure |
9,102 | H38515 | H | 297.3 | 308.2 | 1,653 | 31.4 | 9 | 0 | No Failure |
7,261 | L54440 | L | 300.4 | 310.5 | 2,424 | 14.5 | 12 | 0 | No Failure |
9,961 | L57140 | L | 298.2 | 307.8 | 1,575 | 35 | 137 | 0 | No Failure |
3,346 | L50525 | L | 301.3 | 310.7 | 1,594 | 34.1 | 172 | 0 | No Failure |
5,600 | M20459 | M | 302.7 | 312 | 1,652 | 31 | 81 | 0 | No Failure |
5,565 | L52744 | L | 302.4 | 311.8 | 1,416 | 46.1 | 202 | 0 | No Failure |
3,956 | L51135 | L | 302.3 | 311.5 | 1,448 | 49.6 | 28 | 0 | No Failure |
4,329 | L51508 | L | 301.6 | 310.1 | 1,326 | 48.2 | 77 | 1 | Heat Dissipation Failure |
699 | L47878 | L | 297.6 | 308.8 | 1,539 | 40.2 | 72 | 0 | No Failure |
2,442 | L49621 | L | 299.1 | 308.5 | 1,676 | 31 | 69 | 0 | No Failure |
1,332 | H30745 | H | 298.9 | 310.2 | 1,771 | 26.8 | 216 | 0 | No Failure |
5,267 | M20126 | M | 303.4 | 312.8 | 1,518 | 38.7 | 103 | 0 | No Failure |
2,686 | L49865 | L | 299.8 | 309.4 | 1,609 | 32.5 | 27 | 0 | No Failure |
1,120 | L48299 | L | 296.5 | 307.5 | 1,340 | 59.1 | 89 | 0 | No Failure |
877 | L48056 | L | 295.7 | 306.3 | 1,915 | 22.4 | 79 | 0 | No Failure |
6,589 | L53768 | L | 301.6 | 310.7 | 1,457 | 40.4 | 213 | 0 | No Failure |
5,015 | L52194 | L | 303.8 | 313 | 1,452 | 38.6 | 72 | 0 | No Failure |
6,181 | L53360 | L | 301 | 310.9 | 1,492 | 44.6 | 15 | 0 | No Failure |
5,167 | H34580 | H | 304.2 | 313.5 | 1,546 | 41.4 | 58 | 0 | No Failure |
3,716 | M18575 | M | 302.4 | 311.4 | 1,475 | 45.2 | 46 | 0 | No Failure |
6,050 | M20909 | M | 300.9 | 311 | 1,567 | 34.3 | 130 | 0 | No Failure |
6,787 | L53966 | L | 301.2 | 310.6 | 1,409 | 50.9 | 66 | 0 | No Failure |
9,864 | L57043 | L | 298.9 | 309.8 | 1,411 | 56.3 | 84 | 0 | No Failure |
3,060 | M17919 | M | 300 | 309 | 1,368 | 45.8 | 81 | 0 | No Failure |
8,840 | M23699 | M | 297.4 | 308.9 | 1,376 | 39 | 181 | 0 | No Failure |
738 | H30151 | H | 296.9 | 308.3 | 1,474 | 39.2 | 177 | 0 | No Failure |
5,953 | L53132 | L | 300.7 | 310.8 | 1,563 | 33.8 | 104 | 0 | No Failure |
5,013 | M19872 | M | 303.8 | 312.9 | 1,815 | 27.8 | 66 | 0 | No Failure |
3,004 | M17863 | M | 300.6 | 309.9 | 1,449 | 42.4 | 169 | 0 | No Failure |
7,224 | L54403 | L | 299.8 | 309.6 | 1,374 | 51.6 | 137 | 0 | No Failure |
60 | L47239 | L | 298.8 | 309.1 | 1,378 | 54.4 | 165 | 0 | No Failure |
5,009 | H34422 | H | 303.7 | 312.8 | 1,488 | 42.8 | 54 | 0 | No Failure |
5,323 | M20182 | M | 303.4 | 312.7 | 1,357 | 55.3 | 31 | 0 | No Failure |
9,949 | L57128 | L | 298.2 | 307.8 | 1,804 | 25.1 | 108 | 0 | No Failure |
7,461 | L54640 | L | 300 | 311.5 | 1,445 | 41.6 | 81 | 0 | No Failure |
2,509 | L49688 | L | 299 | 308.9 | 1,615 | 30.6 | 14 | 0 | No Failure |
596 | M15455 | M | 297.6 | 309.6 | 1,330 | 53.1 | 7 | 0 | No Failure |
9,065 | L56244 | L | 297.2 | 308.4 | 1,833 | 25.2 | 117 | 0 | No Failure |
1,645 | L48824 | L | 298 | 307.8 | 1,622 | 33.3 | 121 | 0 | No Failure |
8,132 | H37545 | H | 299.9 | 311.2 | 1,364 | 49.6 | 50 | 0 | No Failure |
8,855 | M23714 | M | 297.7 | 309 | 1,433 | 41.8 | 16 | 0 | No Failure |
9,318 | L56497 | L | 298.5 | 309.5 | 1,480 | 38.1 | 160 | 0 | No Failure |
2,622 | M17481 | M | 299.5 | 309.3 | 1,506 | 41.5 | 77 | 0 | No Failure |
9,438 | M24297 | M | 298.1 | 308.7 | 1,527 | 43 | 56 | 0 | No Failure |
7,174 | L54353 | L | 300.1 | 310.1 | 1,684 | 30.8 | 13 | 0 | No Failure |
8,271 | M23130 | M | 299.1 | 310.8 | 1,517 | 38.4 | 185 | 0 | No Failure |
172 | L47351 | L | 298.2 | 308.1 | 1,462 | 50.8 | 27 | 0 | No Failure |
2,156 | L49335 | L | 299.3 | 308.8 | 1,341 | 47.7 | 199 | 0 | No Failure |
5,878 | L53057 | L | 301.5 | 311.1 | 1,458 | 41.4 | 123 | 0 | No Failure |
7,382 | L54561 | L | 299.7 | 310.3 | 1,495 | 43.1 | 101 | 0 | No Failure |
1,679 | L48858 | L | 298 | 307.5 | 1,644 | 32.8 | 215 | 0 | No Failure |
27 | L47206 | L | 299.1 | 309.5 | 1,512 | 39 | 75 | 0 | No Failure |
5,972 | L53151 | L | 300.5 | 310.8 | 1,509 | 33 | 153 | 0 | No Failure |
7,459 | M22318 | M | 300.1 | 311.6 | 1,433 | 51.4 | 76 | 0 | No Failure |
8,136 | L55315 | L | 299.6 | 311 | 1,554 | 36.3 | 62 | 0 | No Failure |
6,395 | M21254 | M | 300.2 | 309.7 | 1,408 | 44 | 144 | 0 | No Failure |
719 | L47898 | L | 297.5 | 308.8 | 1,477 | 39 | 127 | 0 | No Failure |
3,454 | L50633 | L | 301.5 | 310.4 | 1,425 | 54.4 | 7 | 0 | No Failure |
6,412 | M21271 | M | 300.4 | 310 | 1,560 | 42.3 | 186 | 0 | No Failure |
8,206 | M23065 | M | 299.4 | 310.9 | 1,446 | 47.3 | 12 | 0 | No Failure |
4,395 | L51574 | L | 302.2 | 310 | 1,483 | 48.7 | 20 | 0 | No Failure |
7,614 | L54793 | L | 300.5 | 311.3 | 1,475 | 46.3 | 49 | 0 | No Failure |
8,899 | L56078 | L | 297.4 | 308.6 | 1,532 | 38.7 | 136 | 0 | No Failure |
9,013 | L56192 | L | 297.2 | 308 | 1,705 | 26 | 200 | 0 | No Failure |
5,639 | L52818 | L | 302.6 | 312.1 | 1,519 | 38.1 | 178 | 0 | No Failure |
996 | L48175 | L | 296.3 | 307.3 | 1,566 | 35.8 | 175 | 0 | No Failure |
1,344 | L48523 | L | 298.5 | 310.2 | 1,676 | 32.7 | 18 | 0 | No Failure |
5,124 | M19983 | M | 304.2 | 313.5 | 1,532 | 41.3 | 161 | 0 | No Failure |
6,284 | L53463 | L | 301.3 | 310.8 | 1,719 | 29.5 | 62 | 0 | No Failure |
4,203 | L51382 | L | 302.4 | 311 | 1,555 | 40.6 | 205 | 0 | No Failure |
9,704 | L56883 | L | 298.9 | 310 | 1,422 | 43.6 | 78 | 0 | No Failure |
6,274 | L53453 | L | 301.2 | 310.8 | 1,711 | 28.9 | 38 | 0 | No Failure |
3,148 | M18007 | M | 300.4 | 309.7 | 1,440 | 42.8 | 104 | 0 | No Failure |
4,613 | L51792 | L | 303 | 311.3 | 2,194 | 16.5 | 148 | 0 | No Failure |
3,708 | M18567 | M | 302.1 | 311.3 | 1,497 | 38.4 | 28 | 0 | No Failure |
5,198 | H34611 | H | 303.8 | 312.9 | 1,570 | 35.8 | 147 | 0 | No Failure |
6,898 | L54077 | L | 301 | 311.6 | 1,352 | 63.5 | 143 | 0 | No Failure |
1,819 | M16678 | M | 298.1 | 307.7 | 1,435 | 40.9 | 147 | 0 | No Failure |
3,887 | L51066 | L | 302.4 | 311.3 | 1,392 | 50.5 | 51 | 0 | No Failure |
4,893 | L52072 | L | 303.7 | 312.3 | 1,922 | 23.1 | 193 | 0 | No Failure |
3,964 | H33377 | H | 302.3 | 311.5 | 1,526 | 38.2 | 47 | 0 | No Failure |