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 |
---|---|---|---|---|---|---|---|---|---|
6,856 | M21715 | M | 301.1 | 311.3 | 1,654 | 30.7 | 28 | 0 | No Failure |
2,932 | L50111 | L | 300.8 | 309.7 | 1,373 | 45.4 | 179 | 0 | No Failure |
5,642 | L52821 | L | 302.6 | 312.1 | 1,473 | 37.3 | 184 | 0 | No Failure |
1,121 | H30534 | H | 296.6 | 307.7 | 1,654 | 31 | 91 | 0 | No Failure |
4,540 | L51719 | L | 302.5 | 310.3 | 1,592 | 32.6 | 174 | 0 | No Failure |
9,289 | L56468 | L | 298.2 | 308.9 | 1,444 | 53.1 | 83 | 0 | No Failure |
2,227 | M17086 | M | 299.6 | 308.9 | 1,685 | 27.8 | 161 | 0 | No Failure |
9,459 | L56638 | L | 298.4 | 309.1 | 1,417 | 40.6 | 121 | 0 | No Failure |
5,510 | L52689 | L | 302.8 | 312.2 | 1,509 | 36.5 | 52 | 0 | random failures |
3,538 | M18397 | M | 302 | 311 | 1,980 | 21.5 | 20 | 0 | No Failure |
7,625 | L54804 | L | 300.6 | 311.7 | 1,507 | 45.5 | 74 | 0 | No Failure |
1,508 | M16367 | M | 298 | 308.6 | 1,376 | 55.7 | 214 | 0 | No Failure |
6,083 | L53262 | L | 300.9 | 310.7 | 1,352 | 46.4 | 212 | 0 | No Failure |
1,478 | L48657 | L | 298.3 | 309.4 | 1,570 | 35.6 | 138 | 0 | No Failure |
9,300 | M24159 | M | 298.1 | 308.9 | 1,335 | 50.4 | 110 | 0 | No Failure |
9,674 | M24533 | M | 299 | 310.1 | 1,593 | 35.4 | 5 | 0 | No Failure |
1,358 | L48537 | L | 298.6 | 309.9 | 1,461 | 45.7 | 49 | 0 | No Failure |
925 | L48104 | L | 295.5 | 306 | 1,800 | 27.6 | 208 | 0 | No Failure |
9,159 | H38572 | H | 297.4 | 308.4 | 1,487 | 46.2 | 150 | 0 | No Failure |
9,313 | H38726 | H | 298.5 | 309.4 | 1,573 | 33.6 | 143 | 0 | No Failure |
9,410 | L56589 | L | 298 | 308.5 | 1,664 | 28.3 | 196 | 0 | No Failure |
2,297 | L49476 | L | 299.4 | 308.7 | 1,553 | 42.7 | 128 | 0 | No Failure |
8,563 | L55742 | L | 298.1 | 308.9 | 1,351 | 52.4 | 102 | 0 | No Failure |
1,943 | L49122 | L | 298.1 | 308 | 1,456 | 42.4 | 59 | 0 | No Failure |
5,450 | L52629 | L | 303.1 | 312.8 | 2,329 | 15.1 | 113 | 0 | No Failure |
1,327 | L48506 | L | 298.9 | 310.2 | 1,411 | 46.5 | 202 | 0 | No Failure |
3,100 | M17959 | M | 299.9 | 309.1 | 1,513 | 43.8 | 188 | 0 | No Failure |
9,989 | L57168 | L | 298.9 | 308.6 | 1,771 | 24.1 | 213 | 0 | No Failure |
7,834 | L55013 | L | 300 | 311.4 | 1,604 | 38.7 | 185 | 0 | No Failure |
2,558 | M17417 | M | 299.4 | 309.1 | 1,440 | 50 | 134 | 0 | No Failure |
1,868 | L49047 | L | 298.1 | 307.9 | 1,502 | 41.8 | 79 | 0 | No Failure |
8,230 | L55409 | L | 299.1 | 310.5 | 1,739 | 27.4 | 72 | 0 | No Failure |
2,321 | H31734 | H | 299.2 | 308.8 | 1,440 | 39.1 | 188 | 0 | No Failure |
8,859 | L56038 | L | 297.8 | 308.9 | 1,506 | 33.5 | 26 | 0 | No Failure |
8,099 | L55278 | L | 300.2 | 311.6 | 1,500 | 39 | 174 | 0 | No Failure |
798 | L47977 | L | 296.8 | 307.7 | 1,565 | 40.1 | 89 | 0 | No Failure |
9,245 | L56424 | L | 298.3 | 308.8 | 1,767 | 27.3 | 168 | 0 | No Failure |
9,754 | L56933 | L | 298.5 | 309.8 | 1,593 | 35.1 | 203 | 0 | No Failure |
20 | M14879 | M | 298.9 | 309.3 | 1,632 | 32.5 | 55 | 0 | No Failure |
1,669 | L48848 | L | 298.2 | 307.9 | 1,551 | 34.1 | 190 | 0 | No Failure |
9,998 | M24857 | M | 299 | 308.6 | 1,645 | 33.4 | 22 | 0 | No Failure |
1,314 | L48493 | L | 298.9 | 310.2 | 1,359 | 56.9 | 166 | 0 | No Failure |
3,177 | L50356 | L | 300.3 | 309.6 | 1,435 | 45.4 | 181 | 0 | No Failure |
9,918 | M24777 | M | 298.5 | 308.8 | 1,557 | 36 | 21 | 0 | No Failure |
3,392 | L50571 | L | 301.5 | 310.7 | 1,466 | 47.3 | 77 | 0 | No Failure |
7,586 | L54765 | L | 300.4 | 311.1 | 1,397 | 50.8 | 189 | 0 | No Failure |
9,840 | M24699 | M | 298.4 | 309.2 | 1,491 | 51.2 | 13 | 0 | No Failure |
6,479 | L53658 | L | 300.5 | 309.8 | 1,663 | 29.1 | 145 | 1 | No Failure |
4,233 | L51412 | L | 302.2 | 310.9 | 1,452 | 42.3 | 56 | 0 | No Failure |
5,270 | L52449 | L | 303.5 | 312.9 | 1,504 | 44.8 | 111 | 0 | No Failure |
664 | L47843 | L | 297.5 | 308.9 | 1,469 | 44 | 185 | 0 | No Failure |
2,794 | L49973 | L | 300.3 | 309.6 | 1,597 | 31.8 | 73 | 0 | No Failure |
6,463 | H35876 | H | 300.6 | 310 | 1,483 | 44 | 97 | 0 | No Failure |
8,954 | L56133 | L | 297.3 | 308 | 1,518 | 36 | 59 | 0 | No Failure |
9,924 | M24783 | M | 298.5 | 308.7 | 1,615 | 33.3 | 41 | 0 | No Failure |
9,816 | M24675 | M | 298.4 | 309.1 | 1,576 | 38.8 | 167 | 0 | No Failure |
434 | M15293 | M | 297.6 | 308.5 | 1,848 | 23.7 | 37 | 0 | No Failure |
8,286 | L55465 | L | 298.9 | 310.6 | 1,387 | 52.7 | 2 | 0 | No Failure |
9,884 | H39297 | H | 298.7 | 309.6 | 1,654 | 34.3 | 136 | 0 | No Failure |
1,513 | H30926 | H | 298 | 308.7 | 1,503 | 36.3 | 5 | 0 | No Failure |
1,253 | L48432 | L | 297.5 | 308.8 | 1,533 | 41.5 | 223 | 0 | No Failure |
8,103 | L55282 | L | 300.3 | 311.8 | 1,413 | 46 | 182 | 0 | No Failure |
5,696 | L52875 | L | 302.4 | 311.8 | 1,451 | 42 | 110 | 0 | No Failure |
4,503 | L51682 | L | 302.4 | 310.2 | 1,642 | 28.3 | 88 | 0 | No Failure |
4,534 | M19393 | M | 302.4 | 310.3 | 1,375 | 52.5 | 161 | 1 | Heat Dissipation Failure |
9,011 | L56190 | L | 297.2 | 307.9 | 1,441 | 40 | 195 | 0 | No Failure |
3,120 | L50299 | L | 300.1 | 309.4 | 1,858 | 23.6 | 26 | 0 | No Failure |
8,537 | M23396 | M | 298.6 | 309.5 | 1,426 | 45.4 | 38 | 0 | No Failure |
3,590 | L50769 | L | 301.7 | 310.5 | 2,465 | 13.7 | 149 | 0 | No Failure |
4,157 | M19016 | M | 302 | 310.5 | 1,823 | 25.1 | 87 | 0 | No Failure |
9,599 | L56778 | L | 299 | 310.2 | 1,490 | 41.1 | 54 | 0 | No Failure |
9,586 | M24445 | M | 299.3 | 310.5 | 1,563 | 42.1 | 19 | 0 | No Failure |
1,417 | M16276 | M | 298.7 | 309.9 | 2,083 | 18.2 | 205 | 0 | No Failure |
7,643 | M22502 | M | 300.4 | 311.4 | 1,604 | 31.7 | 119 | 0 | No Failure |
2,198 | L49377 | L | 299.7 | 309 | 1,412 | 49.2 | 85 | 0 | No Failure |
1,789 | L48968 | L | 298.3 | 308 | 1,442 | 47.3 | 65 | 0 | No Failure |
8,684 | L55863 | L | 297.2 | 308.5 | 1,447 | 47.9 | 188 | 0 | No Failure |
9,230 | M24089 | M | 298.1 | 309 | 2,042 | 17.8 | 129 | 0 | No Failure |
4,078 | L51257 | L | 302 | 310.5 | 1,635 | 39.8 | 99 | 0 | No Failure |
2,429 | M17288 | M | 299 | 308.3 | 1,377 | 47.2 | 35 | 0 | No Failure |
8,895 | M23754 | M | 297.5 | 308.7 | 1,546 | 38 | 123 | 0 | No Failure |
8,324 | H37737 | H | 298.7 | 309.5 | 1,453 | 40.4 | 108 | 0 | No Failure |
2,002 | L49181 | L | 298.4 | 308.2 | 1,604 | 34.9 | 11 | 0 | No Failure |
8,875 | L56054 | L | 298.1 | 309.3 | 1,443 | 45.3 | 70 | 0 | No Failure |
3,366 | M18225 | M | 301.4 | 310.6 | 1,630 | 30.3 | 2 | 0 | No Failure |
5,219 | L52398 | L | 303.8 | 312.9 | 1,589 | 37.2 | 203 | 0 | No Failure |
4,148 | L51327 | L | 301.9 | 310.3 | 1,398 | 44 | 65 | 0 | No Failure |
3,017 | L50196 | L | 300.5 | 309.8 | 1,441 | 48.8 | 200 | 0 | No Failure |
4,049 | L51228 | L | 301.9 | 311 | 2,691 | 12.1 | 31 | 1 | Power Failure |
1,404 | L48583 | L | 299 | 310.2 | 1,372 | 48 | 174 | 0 | No Failure |
970 | L48149 | L | 295.9 | 306.6 | 1,412 | 41 | 109 | 0 | No Failure |
602 | L47781 | L | 297.9 | 309.7 | 2,194 | 16.8 | 27 | 0 | No Failure |
7,692 | M22551 | M | 300.5 | 311.5 | 1,370 | 56.1 | 7 | 0 | No Failure |
3,704 | M18563 | M | 302 | 311.2 | 1,418 | 49.5 | 17 | 0 | No Failure |
1,104 | M15963 | M | 296.7 | 307.4 | 1,540 | 38.7 | 45 | 0 | No Failure |
5,650 | M20509 | M | 302.5 | 311.9 | 1,414 | 51.6 | 205 | 0 | No Failure |
6,057 | L53236 | L | 300.8 | 310.8 | 1,634 | 29.2 | 149 | 0 | No Failure |
4,464 | L51643 | L | 302.8 | 310.6 | 2,016 | 19.9 | 199 | 0 | No Failure |
1,118 | L48297 | L | 296.5 | 307.4 | 1,523 | 40.7 | 85 | 0 | No Failure |
4,731 | L51910 | L | 303.3 | 311.7 | 1,508 | 35.5 | 217 | 0 | No Failure |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.