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 |
---|---|---|---|---|---|---|---|---|---|
9,433 | L56612 | L | 298 | 308.7 | 1,619 | 40.1 | 45 | 0 | No Failure |
8,526 | L55705 | L | 298.3 | 309.4 | 1,378 | 52.3 | 12 | 0 | No Failure |
753 | L47932 | L | 296.9 | 308.1 | 1,422 | 48.7 | 215 | 0 | No Failure |
1,390 | L48569 | L | 298.9 | 310.2 | 1,533 | 42.8 | 138 | 0 | No Failure |
7,368 | M22227 | M | 299.5 | 310.1 | 1,359 | 61.1 | 67 | 0 | No Failure |
1,618 | L48797 | L | 297.8 | 307.8 | 1,563 | 34.3 | 53 | 0 | No Failure |
660 | L47839 | L | 297.6 | 309.1 | 1,449 | 49.1 | 174 | 0 | No Failure |
3,184 | L50363 | L | 300.1 | 309.3 | 1,616 | 32 | 199 | 0 | No Failure |
6,967 | L54146 | L | 300.7 | 311 | 1,969 | 20.7 | 109 | 0 | No Failure |
7,825 | L55004 | L | 299.9 | 311.3 | 1,535 | 38.1 | 160 | 0 | No Failure |
3,311 | L50490 | L | 301.3 | 310.4 | 1,346 | 46.7 | 90 | 0 | No Failure |
7,943 | L55122 | L | 300.8 | 311.7 | 1,432 | 45.8 | 6 | 0 | No Failure |
5,812 | L52991 | L | 301.3 | 311.1 | 1,454 | 40.3 | 191 | 0 | No Failure |
1,240 | H30653 | H | 297.2 | 308.5 | 1,482 | 39.3 | 187 | 0 | No Failure |
3,282 | M18141 | M | 301.2 | 310 | 1,445 | 45.6 | 18 | 0 | No Failure |
1,992 | M16851 | M | 298.2 | 307.8 | 1,583 | 36.6 | 185 | 0 | No Failure |
1,004 | L48183 | L | 296.2 | 307.1 | 1,444 | 46.7 | 194 | 0 | No Failure |
8,468 | L55647 | L | 298.6 | 309.8 | 1,704 | 28.3 | 64 | 0 | No Failure |
3,284 | L50463 | L | 301.2 | 309.9 | 1,449 | 45.5 | 23 | 0 | No Failure |
6,331 | M21190 | M | 300.5 | 310 | 1,580 | 37 | 181 | 0 | No Failure |
185 | L47364 | L | 298.2 | 308.2 | 1,667 | 30.6 | 59 | 0 | No Failure |
6,656 | L53835 | L | 301.4 | 310.3 | 1,639 | 32.7 | 171 | 0 | No Failure |
6,702 | L53881 | L | 301.6 | 310.9 | 1,623 | 34.1 | 56 | 0 | No Failure |
7,998 | M22857 | M | 301 | 312.2 | 2,710 | 9.7 | 143 | 1 | Power Failure |
5,451 | H34864 | H | 303.1 | 312.8 | 1,435 | 41.9 | 115 | 0 | No Failure |
9,249 | M24108 | M | 298.3 | 309.1 | 1,488 | 40.6 | 176 | 0 | No Failure |
4,981 | M19840 | M | 303.7 | 312.8 | 1,685 | 31.8 | 203 | 0 | No Failure |
1,301 | L48480 | L | 298.7 | 309.8 | 1,322 | 57 | 140 | 0 | No Failure |
6,820 | L53999 | L | 300.9 | 310.7 | 1,359 | 46 | 151 | 0 | No Failure |
4,101 | L51280 | L | 302 | 310.4 | 1,895 | 23.2 | 161 | 0 | No Failure |
4,886 | H34299 | H | 303.8 | 312.5 | 1,748 | 25.1 | 175 | 0 | No Failure |
1,030 | M15889 | M | 296.2 | 307.3 | 1,477 | 35.2 | 53 | 0 | No Failure |
6,837 | H36250 | H | 301.1 | 311 | 1,339 | 52.8 | 194 | 0 | No Failure |
8,104 | M22963 | M | 300.3 | 311.9 | 1,429 | 41.6 | 184 | 0 | No Failure |
3,537 | L50716 | L | 302 | 311 | 1,632 | 34.2 | 18 | 0 | No Failure |
6,034 | L53213 | L | 300.6 | 310.9 | 1,471 | 37.9 | 86 | 0 | No Failure |
9,733 | L56912 | L | 298.9 | 310 | 2,231 | 17.4 | 151 | 0 | No Failure |
7,875 | L55054 | L | 300.7 | 312.3 | 1,548 | 37.9 | 58 | 0 | No Failure |
3,696 | L50875 | L | 302.2 | 311.3 | 1,530 | 37.3 | 207 | 1 | Tool Wear Failure |
2,240 | L49419 | L | 299.2 | 308.6 | 1,381 | 50 | 193 | 0 | No Failure |
8,947 | M23806 | M | 297.3 | 308.2 | 1,846 | 24.5 | 41 | 0 | No Failure |
4,730 | L51909 | L | 303.4 | 311.8 | 1,306 | 61 | 215 | 1 | Heat Dissipation Failure |
6,532 | H35945 | H | 301.2 | 310.7 | 1,656 | 26.2 | 64 | 0 | No Failure |
5,992 | L53171 | L | 300.7 | 310.7 | 1,416 | 40.4 | 214 | 0 | No Failure |
5,181 | L52360 | L | 304 | 313.2 | 1,584 | 38.7 | 104 | 0 | No Failure |
3,261 | M18120 | M | 301.3 | 310 | 2,068 | 17.8 | 176 | 0 | No Failure |
6,046 | L53225 | L | 300.8 | 310.9 | 1,311 | 55.8 | 118 | 0 | No Failure |
5,555 | M20414 | M | 302.5 | 312 | 1,521 | 40.2 | 174 | 0 | No Failure |
617 | H30030 | H | 298.1 | 309.9 | 1,686 | 29.1 | 60 | 0 | No Failure |
8,853 | L56032 | L | 297.7 | 308.9 | 1,575 | 39.9 | 12 | 0 | No Failure |
8,091 | L55270 | L | 300.1 | 311.4 | 1,910 | 23 | 153 | 0 | No Failure |
4,324 | L51503 | L | 301.8 | 310.3 | 1,341 | 50.5 | 64 | 1 | Heat Dissipation Failure |
962 | L48141 | L | 295.8 | 306.5 | 1,493 | 40.5 | 90 | 0 | No Failure |
4,374 | M19233 | M | 301.9 | 309.7 | 1,533 | 35.9 | 204 | 0 | No Failure |
4,705 | L51884 | L | 303.7 | 311.9 | 1,561 | 33.3 | 153 | 0 | No Failure |
6,517 | H35930 | H | 301.1 | 310 | 1,470 | 40.1 | 23 | 0 | No Failure |
2,636 | H32049 | H | 299.9 | 309.6 | 1,462 | 51 | 119 | 0 | No Failure |
8,715 | M23574 | M | 297.2 | 308.6 | 1,444 | 41.1 | 56 | 0 | No Failure |
6,186 | L53365 | L | 301.1 | 311 | 1,918 | 21.7 | 28 | 0 | No Failure |
7,488 | L54667 | L | 300.3 | 311.7 | 1,707 | 33.6 | 158 | 0 | No Failure |
167 | H29580 | H | 298.4 | 308.2 | 1,612 | 32.6 | 10 | 0 | No Failure |
6,710 | L53889 | L | 301.4 | 310.6 | 1,481 | 37.6 | 77 | 0 | No Failure |
5,151 | L52330 | L | 304.3 | 313.5 | 1,590 | 29.8 | 17 | 0 | No Failure |
4,558 | L51737 | L | 302.7 | 310.6 | 1,686 | 26.3 | 9 | 0 | No Failure |
2,702 | L49881 | L | 299.9 | 309.2 | 1,333 | 50.8 | 61 | 0 | No Failure |
6,590 | M21449 | M | 301.6 | 310.6 | 1,553 | 38.9 | 0 | 0 | No Failure |
3,405 | L50584 | L | 301.3 | 310.4 | 1,695 | 30.9 | 108 | 0 | No Failure |
6,597 | M21456 | M | 301.5 | 310.7 | 1,454 | 39.4 | 17 | 0 | No Failure |
6,277 | L53456 | L | 301.2 | 310.8 | 1,233 | 64.6 | 45 | 0 | No Failure |
2,809 | L49988 | L | 299.9 | 309.3 | 1,471 | 41.8 | 109 | 0 | No Failure |
9,122 | L56301 | L | 297.3 | 308.3 | 1,396 | 45.9 | 64 | 0 | No Failure |
5,853 | H35266 | H | 301.2 | 310.9 | 1,798 | 22.3 | 59 | 0 | No Failure |
8,177 | L55356 | L | 299.8 | 311.2 | 1,564 | 40 | 172 | 0 | No Failure |
3,059 | L50238 | L | 300 | 309 | 1,709 | 32.1 | 79 | 0 | No Failure |
3,313 | L50492 | L | 301.4 | 310.4 | 1,639 | 28.9 | 94 | 0 | No Failure |
2,448 | L49627 | L | 299.3 | 308.7 | 1,408 | 48.7 | 85 | 0 | No Failure |
6,127 | L53306 | L | 300.9 | 310.9 | 1,370 | 52.5 | 107 | 0 | No Failure |
9,269 | L56448 | L | 298.2 | 308.8 | 1,666 | 31.5 | 30 | 0 | No Failure |
7,744 | L54923 | L | 300.5 | 311.9 | 1,710 | 28.4 | 158 | 0 | No Failure |
8,124 | H37537 | H | 300.2 | 311.5 | 1,515 | 36.8 | 27 | 0 | No Failure |
5,612 | M20471 | M | 303 | 312.3 | 1,674 | 29.5 | 109 | 0 | No Failure |
4,287 | M19146 | M | 301.7 | 309.9 | 1,434 | 47.9 | 189 | 0 | No Failure |
2,705 | M17564 | M | 299.7 | 309.2 | 1,608 | 34.4 | 68 | 0 | No Failure |
8,877 | M23736 | M | 298.1 | 309.3 | 1,752 | 25.2 | 77 | 0 | No Failure |
5,375 | L52554 | L | 302.9 | 312.3 | 1,515 | 40.8 | 183 | 0 | No Failure |
9,993 | L57172 | L | 298.8 | 308.4 | 1,484 | 39.2 | 8 | 0 | No Failure |
3,893 | M18752 | M | 302.3 | 311.1 | 1,338 | 53.3 | 63 | 0 | No Failure |
1,233 | L48412 | L | 297.2 | 308.6 | 1,500 | 37.1 | 161 | 0 | No Failure |
1,153 | L48332 | L | 297.1 | 307.9 | 1,507 | 38.3 | 170 | 0 | No Failure |
1,010 | M15869 | M | 296.2 | 307.2 | 1,385 | 44 | 5 | 0 | No Failure |
8,045 | L55224 | L | 300.7 | 311.8 | 1,441 | 38.1 | 34 | 0 | No Failure |
9,490 | L56669 | L | 298.9 | 309.7 | 1,407 | 41.9 | 207 | 0 | No Failure |
8,183 | M23042 | M | 299.7 | 311.1 | 1,649 | 32.7 | 185 | 0 | No Failure |
9,325 | L56504 | L | 298.6 | 309.3 | 1,537 | 37.6 | 175 | 0 | No Failure |
8,012 | L55191 | L | 300.8 | 311.8 | 1,427 | 43.3 | 180 | 0 | No Failure |
9,758 | M24617 | M | 298.6 | 309.9 | 1,517 | 34 | 215 | 0 | No Failure |
5,593 | L52772 | L | 302.5 | 311.9 | 1,437 | 46.7 | 65 | 0 | No Failure |
4,408 | L51587 | L | 302.3 | 310.2 | 1,394 | 55.4 | 57 | 0 | No Failure |
3,317 | M18176 | M | 301.4 | 310.5 | 1,217 | 60.6 | 103 | 0 | No Failure |
7,844 | M22703 | M | 300.1 | 311.7 | 1,400 | 48.5 | 205 | 0 | No Failure |
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