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 |
---|---|---|---|---|---|---|---|---|---|
6,599 | L53778 | L | 301.5 | 310.7 | 1,424 | 51.1 | 22 | 0 | No Failure |
8,694 | M23553 | M | 297.2 | 308.5 | 1,584 | 40 | 4 | 0 | No Failure |
582 | L47761 | L | 297.8 | 309.7 | 1,394 | 42.9 | 206 | 0 | No Failure |
2,379 | L49558 | L | 299.1 | 308.2 | 1,348 | 56.1 | 110 | 0 | No Failure |
4,757 | H34170 | H | 303.4 | 311.7 | 1,991 | 19 | 53 | 0 | No Failure |
2,762 | L49941 | L | 299.8 | 309.3 | 1,299 | 65.1 | 212 | 1 | Overstrain Failure |
3,220 | M18079 | M | 300.6 | 309.6 | 1,503 | 38.4 | 68 | 0 | No Failure |
9,050 | L56229 | L | 297.3 | 308.5 | 1,545 | 34.3 | 74 | 0 | No Failure |
572 | M15431 | M | 297.8 | 309.8 | 1,676 | 29 | 178 | 0 | No Failure |
9,109 | M23968 | M | 297.5 | 308.6 | 1,440 | 38.8 | 29 | 0 | No Failure |
8,920 | L56099 | L | 297.2 | 308.3 | 1,693 | 28 | 188 | 0 | No Failure |
2,475 | L49654 | L | 298.9 | 308.5 | 1,503 | 40.6 | 145 | 0 | No Failure |
7,787 | L54966 | L | 300.3 | 311.5 | 1,466 | 46.2 | 62 | 0 | No Failure |
2,874 | H32287 | H | 300.6 | 309.4 | 1,555 | 37.9 | 24 | 0 | No Failure |
870 | L48049 | L | 295.8 | 306.5 | 1,358 | 49.2 | 63 | 0 | No Failure |
4,126 | L51305 | L | 302.1 | 310.6 | 1,439 | 40 | 7 | 0 | No Failure |
9,158 | L56337 | L | 297.5 | 308.5 | 1,462 | 52.3 | 148 | 0 | No Failure |
5,260 | L52439 | L | 303.5 | 312.9 | 1,544 | 36.9 | 87 | 0 | No Failure |
2,977 | M17836 | M | 300.5 | 309.3 | 1,881 | 25.5 | 98 | 0 | No Failure |
4,093 | H33506 | H | 302 | 310.5 | 1,812 | 24.4 | 138 | 0 | No Failure |
7,999 | L55178 | L | 300.9 | 312.1 | 1,359 | 51.7 | 146 | 0 | No Failure |
455 | L47634 | L | 297.4 | 308.7 | 1,468 | 46.6 | 94 | 0 | No Failure |
3,067 | M17926 | M | 300.1 | 309.2 | 1,457 | 44.3 | 98 | 0 | No Failure |
1,293 | M16152 | M | 298.7 | 309.7 | 1,868 | 23.8 | 118 | 0 | No Failure |
4,822 | L52001 | L | 303.5 | 311.9 | 1,405 | 45.6 | 10 | 0 | No Failure |
655 | L47834 | L | 297.8 | 309.2 | 1,683 | 30.9 | 163 | 0 | No Failure |
8,624 | M23483 | M | 297.5 | 308.3 | 1,476 | 45.6 | 31 | 0 | No Failure |
9,130 | L56309 | L | 297.6 | 308.6 | 1,664 | 30.1 | 81 | 0 | No Failure |
8,937 | L56116 | L | 297.4 | 308.3 | 1,465 | 42 | 13 | 0 | No Failure |
7,730 | H37143 | H | 300.7 | 311.9 | 1,329 | 59.2 | 121 | 0 | No Failure |
811 | L47990 | L | 296.9 | 307.7 | 1,550 | 39.7 | 124 | 0 | No Failure |
3,306 | M18165 | M | 301.3 | 310.4 | 1,577 | 48.3 | 78 | 0 | No Failure |
4,948 | L52127 | L | 303.7 | 312.7 | 1,395 | 53.9 | 123 | 0 | No Failure |
1,302 | L48481 | L | 298.7 | 309.9 | 1,483 | 32.8 | 142 | 0 | No Failure |
8,966 | L56145 | L | 297.1 | 307.9 | 1,496 | 44.7 | 88 | 0 | No Failure |
8,401 | L55580 | L | 298.6 | 309.6 | 1,533 | 40.7 | 106 | 0 | No Failure |
7,101 | L54280 | L | 300.7 | 310.2 | 1,569 | 32.8 | 31 | 0 | No Failure |
8,708 | L55887 | L | 297.2 | 308.5 | 1,471 | 41.7 | 41 | 0 | No Failure |
200 | L47379 | L | 298.4 | 308.6 | 1,433 | 47.1 | 101 | 0 | No Failure |
6,715 | L53894 | L | 301.3 | 310.6 | 1,440 | 53.8 | 90 | 0 | No Failure |
174 | M15033 | M | 298.2 | 308 | 1,591 | 33.7 | 32 | 0 | No Failure |
2,957 | M17816 | M | 300.8 | 309.6 | 1,404 | 38.7 | 44 | 0 | No Failure |
8,487 | M23346 | M | 298.5 | 309.5 | 1,501 | 40.2 | 114 | 0 | No Failure |
8,782 | L55961 | L | 297.6 | 308.7 | 1,552 | 42.3 | 27 | 0 | No Failure |
1,398 | L48577 | L | 299.1 | 310.2 | 1,569 | 38.2 | 155 | 0 | No Failure |
2,065 | L49244 | L | 299.6 | 309.5 | 1,453 | 41.4 | 168 | 0 | No Failure |
8,201 | L55380 | L | 299.3 | 310.8 | 1,426 | 42.4 | 0 | 0 | No Failure |
5,538 | L52717 | L | 302.4 | 311.8 | 1,648 | 30 | 122 | 0 | No Failure |
7,765 | M22624 | M | 300.4 | 311.7 | 1,555 | 38.7 | 5 | 0 | No Failure |
4,045 | M18904 | M | 301.9 | 310.9 | 1,419 | 47.7 | 20 | 1 | No Failure |
1,103 | L48282 | L | 296.8 | 307.5 | 1,347 | 54.8 | 43 | 0 | No Failure |
646 | L47825 | L | 297.7 | 309.4 | 1,392 | 44.1 | 140 | 0 | No Failure |
1,034 | H30447 | H | 296.4 | 307.5 | 1,556 | 38 | 62 | 0 | No Failure |
3,314 | L50493 | L | 301.4 | 310.4 | 1,737 | 31.9 | 96 | 0 | No Failure |
959 | L48138 | L | 295.8 | 306.4 | 1,399 | 47.6 | 84 | 0 | No Failure |
2,539 | L49718 | L | 299.1 | 308.8 | 1,429 | 50.1 | 84 | 0 | No Failure |
6,883 | L54062 | L | 300.9 | 311.4 | 2,073 | 21.4 | 105 | 0 | No Failure |
8,555 | L55734 | L | 298.1 | 309 | 1,592 | 33.9 | 85 | 0 | No Failure |
8,280 | L55459 | L | 298.8 | 310.6 | 1,803 | 25.4 | 209 | 0 | No Failure |
4,460 | L51639 | L | 302.6 | 310.4 | 1,743 | 26.3 | 191 | 0 | No Failure |
6,763 | L53942 | L | 301.4 | 310.8 | 1,362 | 53.2 | 4 | 0 | No Failure |
4,781 | L51960 | L | 303.7 | 312.4 | 1,404 | 46.6 | 119 | 0 | No Failure |
6,264 | M21123 | M | 301 | 310.6 | 1,698 | 27.3 | 14 | 0 | No Failure |
5,929 | M20788 | M | 300.2 | 310.1 | 1,550 | 38.7 | 45 | 0 | No Failure |
335 | M15194 | M | 297.5 | 308.1 | 1,469 | 44.8 | 5 | 0 | No Failure |
5,079 | M19938 | M | 304.3 | 313.4 | 1,482 | 43.8 | 41 | 0 | No Failure |
4,161 | M19020 | M | 302 | 310.4 | 1,608 | 33.1 | 97 | 0 | No Failure |
4,619 | M19478 | M | 303 | 311.3 | 1,335 | 53.6 | 164 | 1 | Heat Dissipation Failure |
5,271 | L52450 | L | 303.5 | 312.9 | 1,275 | 64.4 | 113 | 0 | No Failure |
3,124 | H32537 | H | 300 | 309.4 | 1,498 | 38.5 | 37 | 0 | No Failure |
7,282 | L54461 | L | 300 | 310.2 | 1,675 | 29.7 | 64 | 0 | No Failure |
7,192 | L54371 | L | 300.3 | 310.3 | 1,629 | 34.1 | 52 | 0 | No Failure |
1,083 | H30496 | H | 297.1 | 307.9 | 1,420 | 39.8 | 192 | 0 | No Failure |
9,194 | M24053 | M | 297.9 | 309 | 1,530 | 40.9 | 42 | 0 | No Failure |
8,293 | H37706 | H | 298.9 | 310.5 | 1,429 | 39.9 | 19 | 0 | No Failure |
3,084 | L50263 | L | 300.1 | 309.3 | 1,712 | 28.5 | 141 | 0 | No Failure |
7,306 | M22165 | M | 300 | 310.5 | 1,790 | 25.7 | 123 | 0 | No Failure |
5,382 | L52561 | L | 302.8 | 312.4 | 1,651 | 27 | 200 | 0 | No Failure |
371 | M15230 | M | 297.5 | 308.3 | 1,622 | 37.2 | 103 | 0 | No Failure |
9,894 | M24753 | M | 298.9 | 309.6 | 1,284 | 55.3 | 166 | 0 | No Failure |
417 | L47596 | L | 297.4 | 308.5 | 1,495 | 37.8 | 211 | 0 | No Failure |
6,695 | M21554 | M | 301.7 | 310.9 | 1,300 | 62.7 | 36 | 0 | No Failure |
2,659 | L49838 | L | 300 | 309.4 | 1,395 | 44.5 | 181 | 0 | No Failure |
7,227 | L54406 | L | 299.7 | 309.6 | 1,399 | 51.3 | 144 | 0 | No Failure |
4,786 | H34199 | H | 303.9 | 312.7 | 1,401 | 50 | 129 | 0 | No Failure |
4,080 | L51259 | L | 302 | 310.5 | 1,978 | 22 | 106 | 0 | No Failure |
3,959 | L51138 | L | 302.2 | 311.3 | 1,378 | 55.5 | 35 | 0 | No Failure |
7,500 | L54679 | L | 300.3 | 311.8 | 1,746 | 26.3 | 187 | 0 | No Failure |
4,877 | M19736 | M | 303.7 | 312.4 | 1,540 | 37.4 | 146 | 0 | No Failure |
4,524 | L51703 | L | 302.5 | 310.4 | 1,488 | 48.4 | 134 | 0 | No Failure |
5,347 | L52526 | L | 303.4 | 312.7 | 1,534 | 35.5 | 98 | 0 | No Failure |
4,956 | M19815 | M | 303.8 | 312.5 | 1,366 | 45.1 | 143 | 0 | No Failure |
5,433 | L52612 | L | 302.8 | 312.4 | 1,392 | 46.2 | 70 | 0 | No Failure |
5,984 | H35397 | H | 300.8 | 310.8 | 1,466 | 45.2 | 188 | 0 | No Failure |
6,467 | L53646 | L | 300.4 | 309.7 | 1,740 | 31.1 | 113 | 0 | No Failure |
6,741 | L53920 | L | 301.8 | 311.2 | 1,417 | 55.9 | 156 | 0 | No Failure |
3,788 | L50967 | L | 302.3 | 310.8 | 1,377 | 47.3 | 22 | 1 | Heat Dissipation Failure |
7,890 | M22749 | M | 300.7 | 312.4 | 1,371 | 61.7 | 102 | 0 | No Failure |
2,155 | M17014 | M | 299.3 | 308.9 | 1,767 | 24.8 | 196 | 0 | No Failure |
4,690 | M19549 | M | 303.4 | 311.5 | 1,560 | 36.4 | 114 | 0 | No Failure |
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