Hugging Face's logo

Datasets:
LucasThil
/
nasa_turbofan_degradation_FD003

Modalities:
Tabular
Formats:
parquet
Size:
10K - 100K
Libraries:
Datasets
pandas
Dataset card Data Studio Files
xet
Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
unit_number
int64
1
100
time_cycles
int64
1
525
setting_1
float64
-0.01
0.01
setting_2
float64
-0
0
setting_3
float64
100
100
s_1
float64
519
519
s_2
float64
641
645
s_3
float64
1.56k
1.62k
s_4
float64
1.38k
1.44k
s_5
float64
14.6
14.6
s_6
float64
21.5
21.6
s_7
float64
550
570
s_8
float64
2.39k
2.39k
s_9
float64
9.02k
9.23k
s_10
float64
1.29
1.32
s_11
float64
46.7
48.4
s_12
float64
518
537
s_13
float64
2.39k
2.39k
s_14
float64
8.1k
8.29k
s_15
float64
8.16
8.57
s_16
float64
0.03
0.03
s_17
int64
388
399
s_18
int64
2.39k
2.39k
s_19
float64
100
100
s_20
float64
38.2
39.9
s_21
float64
22.9
24
RUL
int64
0
524
1
1
-0.0005
0.0004
100
518.67
642.36
1,583.23
1,396.84
14.62
21.61
553.97
2,387.96
9,062.17
1.3
47.3
522.31
2,388.01
8,145.32
8.4246
0.03
391
2,388
100
39.11
23.3537
258
1
2
0.0008
-0.0003
100
518.67
642.5
1,584.69
1,396.89
14.62
21.61
554.55
2,388
9,061.78
1.3
47.23
522.42
2,388.03
8,152.85
8.4403
0.03
392
2,388
100
38.99
23.4491
257
1
3
-0.0014
-0.0002
100
518.67
642.18
1,582.35
1,405.61
14.62
21.61
554.43
2,388.03
9,070.23
1.3
47.22
522.03
2,388
8,150.17
8.3901
0.03
391
2,388
100
38.85
23.3669
256
1
4
-0.002
0.0001
100
518.67
642.92
1,585.61
1,392.27
14.62
21.61
555.21
2,388
9,064.57
1.3
47.24
522.49
2,388.08
8,146.56
8.3878
0.03
392
2,388
100
38.96
23.2951
255
1
5
0.0016
0
100
518.67
641.68
1,588.63
1,397.65
14.62
21.61
554.74
2,388.04
9,076.14
1.3
47.15
522.58
2,388.03
8,147.8
8.3869
0.03
392
2,388
100
39.14
23.4583
254
1
6
0.0011
-0.0005
100
518.67
642.24
1,584.09
1,400.01
14.62
21.61
554.75
2,388
9,074.98
1.3
47.07
522.42
2,388.02
8,144.92
8.4152
0.03
393
2,388
100
38.92
23.4281
253
1
7
-0.0038
0.0002
100
518.67
642.58
1,585.61
1,401.09
14.62
21.61
554.58
2,388.04
9,074.65
1.3
47.38
522.46
2,388.02
8,147.05
8.3842
0.03
391
2,388
100
38.84
23.4087
252
1
8
-0.0007
-0.0005
100
518.67
642.32
1,588.32
1,397.08
14.62
21.6
554.85
2,388.06
9,063.54
1.3
47.31
522.1
2,387.97
8,157.34
8.419
0.03
391
2,388
100
39.05
23.459
251
1
9
-0.0026
0
100
518.67
641.64
1,587.81
1,406.51
14.62
21.61
554.13
2,388.04
9,067.2
1.3
47.31
521.83
2,388.01
8,147.2
8.4091
0.03
392
2,388
100
38.99
23.4693
250
1
10
0.0019
-0.0002
100
518.67
642.42
1,587.39
1,402.25
14.62
21.61
554.78
2,387.99
9,070.04
1.3
47.35
521.96
2,387.99
8,152.86
8.3987
0.03
391
2,388
100
38.94
23.4781
249
1
11
0.0026
-0.0002
100
518.67
642.28
1,582.38
1,391.88
14.62
21.61
554.3
2,388.01
9,068.24
1.3
47.35
522.23
2,388.03
8,144.53
8.4235
0.03
392
2,388
100
38.97
23.4127
248
1
12
-0.0036
-0.0004
100
518.67
641.88
1,583.24
1,397.74
14.62
21.6
554.35
2,388.04
9,075.26
1.3
47.26
522.13
2,387.98
8,149.04
8.359
0.03
392
2,388
100
39.09
23.366
247
1
13
-0.0011
0.0001
100
518.67
641.92
1,589.68
1,395.55
14.62
21.61
554.52
2,387.98
9,066.53
1.3
47.14
522.06
2,388.02
8,151.88
8.3821
0.03
391
2,388
100
39.04
23.4273
246
1
14
0.0009
0.0001
100
518.67
642.66
1,587.29
1,400.9
14.62
21.61
555.17
2,388.02
9,067.34
1.3
47.28
522.54
2,387.97
8,148.13
8.4277
0.03
390
2,388
100
39.03
23.386
245
1
15
-0.005
0.0004
100
518.67
642.34
1,580.8
1,396.5
14.62
21.61
553.96
2,387.95
9,069.89
1.3
47.29
522.72
2,388
8,150.63
8.4007
0.03
390
2,388
100
39.02
23.4556
244
1
16
0.0024
0.0003
100
518.67
641.68
1,587.32
1,395.49
14.62
21.6
553.82
2,388.02
9,071.14
1.3
47.14
522.28
2,387.98
8,147.5
8.4197
0.03
391
2,388
100
38.96
23.3717
243
1
17
-0.0019
0.0001
100
518.67
641.9
1,591.12
1,395.08
14.62
21.61
555.06
2,388
9,060.74
1.3
47
521.98
2,387.93
8,154.66
8.3761
0.03
393
2,388
100
39.04
23.3718
242
1
18
-0.0036
0.0002
100
518.67
642.39
1,578.96
1,402.24
14.62
21.61
554.21
2,387.97
9,075.87
1.3
47.2
522.2
2,388.01
8,151.19
8.4205
0.03
392
2,388
100
39.12
23.5448
241
1
19
-0.001
-0
100
518.67
642.3
1,584.04
1,398.85
14.62
21.61
554.59
2,387.98
9,074.41
1.3
47.16
522.04
2,387.98
8,154.65
8.3727
0.03
391
2,388
100
39.01
23.408
240
1
20
-0.0028
0.0004
100
518.67
642.26
1,579.65
1,395.59
14.62
21.61
554.49
2,387.97
9,071.28
1.3
47.16
523.02
2,388.03
8,146.24
8.4252
0.03
391
2,388
100
38.87
23.4903
239
1
21
0.0001
-0.0002
100
518.67
642.62
1,590.18
1,398.01
14.62
21.61
554
2,387.99
9,074.66
1.3
47.26
522.77
2,388.01
8,148.33
8.422
0.03
391
2,388
100
38.92
23.5088
238
1
22
0.0011
0.0004
100
518.67
642.13
1,586.21
1,397.07
14.62
21.61
554.51
2,387.98
9,075.72
1.3
47.32
522.68
2,388.03
8,152.3
8.4134
0.03
392
2,388
100
39.02
23.3533
237
1
23
-0.0057
-0.0001
100
518.67
642.05
1,586.03
1,394.01
14.62
21.61
554.36
2,387.99
9,068.45
1.3
47.17
521.82
2,388.03
8,153.47
8.3946
0.03
391
2,388
100
39.06
23.4476
236
1
24
0.0057
0.0002
100
518.67
642.02
1,585.13
1,394.81
14.62
21.61
554.39
2,387.96
9,072.51
1.3
47.41
522.59
2,388.02
8,154.84
8.4162
0.03
391
2,388
100
39.07
23.4648
235
1
25
-0.0009
-0.0004
100
518.67
641.93
1,586.82
1,406.62
14.62
21.61
553.81
2,387.99
9,076.1
1.3
47.31
522.08
2,388.04
8,154.5
8.3952
0.03
391
2,388
100
38.85
23.3842
234
1
26
0.0009
-0.0001
100
518.67
642.37
1,585.26
1,398.77
14.62
21.6
554.79
2,387.98
9,065.37
1.3
47.28
522.06
2,388.02
8,150.15
8.3937
0.03
392
2,388
100
38.93
23.3681
233
1
27
0.0005
-0.0001
100
518.67
642.12
1,582.77
1,400.16
14.62
21.61
554.18
2,387.98
9,065.21
1.3
47.33
522.08
2,388.03
8,148.77
8.4132
0.03
390
2,388
100
39.06
23.3763
232
1
28
-0.0006
0.0004
100
518.67
643.01
1,578.4
1,400.24
14.62
21.61
554.66
2,387.99
9,055.81
1.3
47.17
522.19
2,388.04
8,149.12
8.4243
0.03
391
2,388
100
39.02
23.4666
231
1
29
-0.0012
-0.0001
100
518.67
642.04
1,587.5
1,393.05
14.62
21.61
554.1
2,387.97
9,068.18
1.3
47.22
521.81
2,388.01
8,153.95
8.4001
0.03
393
2,388
100
39.04
23.4538
230
1
30
-0.0016
-0.0004
100
518.67
642.53
1,586.99
1,396.67
14.62
21.6
554.78
2,388.03
9,068.92
1.3
47.34
522.45
2,387.97
8,149.55
8.4513
0.03
392
2,388
100
39.12
23.4103
229
1
31
-0.0004
0.0001
100
518.67
642.32
1,586.13
1,397.47
14.62
21.61
553.71
2,387.95
9,063.81
1.3
47.24
522.35
2,388.01
8,150.74
8.3766
0.03
390
2,388
100
39.2
23.4302
228
1
32
0.0018
-0.0005
100
518.67
642.11
1,587.7
1,392.44
14.62
21.61
555.28
2,388.03
9,066.15
1.3
47.17
522.72
2,387.96
8,151.57
8.4155
0.03
391
2,388
100
39.02
23.3631
227
1
33
0.0026
-0.0003
100
518.67
642.49
1,579.54
1,399.94
14.62
21.61
554.2
2,388
9,059.84
1.3
47.27
521.95
2,388
8,154.7
8.4126
0.03
392
2,388
100
39.16
23.4065
226
1
34
-0.0024
-0.0002
100
518.67
642.21
1,586.42
1,403.41
14.62
21.61
554.28
2,387.96
9,068.03
1.3
47.47
522.03
2,388.02
8,146.6
8.4218
0.03
391
2,388
100
39.02
23.4787
225
1
35
-0.0055
0.0003
100
518.67
641.8
1,590.74
1,396.33
14.62
21.61
553.75
2,388.03
9,069.69
1.3
47.55
522.09
2,388.02
8,148.97
8.4268
0.03
392
2,388
100
38.9
23.2894
224
1
36
0.0012
-0.0004
100
518.67
642.45
1,581.86
1,395.89
14.62
21.61
554.85
2,388.02
9,067.31
1.3
47.32
522.22
2,388.03
8,146.41
8.4141
0.03
393
2,388
100
38.91
23.5297
223
1
37
-0.004
-0.0001
100
518.67
642.06
1,588.99
1,396.98
14.62
21.61
554.82
2,387.95
9,073.55
1.3
47.33
522.58
2,388.02
8,151.59
8.3305
0.03
393
2,388
100
39.03
23.4539
222
1
38
0.004
-0.0004
100
518.67
642.49
1,588.71
1,401.57
14.62
21.61
555.03
2,388.01
9,071.77
1.3
47.3
522.62
2,387.98
8,148.72
8.3718
0.03
392
2,388
100
38.83
23.4252
221
1
39
0.0065
-0
100
518.67
641.6
1,578.79
1,400.48
14.62
21.61
554.31
2,388.02
9,074.51
1.3
47.19
522.26
2,387.99
8,155.39
8.4005
0.03
392
2,388
100
38.91
23.3543
220
1
40
0.0007
-0.0002
100
518.67
642.22
1,583.9
1,395.26
14.62
21.61
554.51
2,387.96
9,069.77
1.3
47.24
522.47
2,388.02
8,150.31
8.3948
0.03
394
2,388
100
38.94
23.4083
219
1
41
-0.0014
-0.0002
100
518.67
641.96
1,582.54
1,400.72
14.62
21.6
554.61
2,387.97
9,072.56
1.3
47.32
522.45
2,387.97
8,151.32
8.3559
0.03
392
2,388
100
39.07
23.3239
218
1
42
0.0018
-0.0002
100
518.67
642.06
1,584.71
1,403.21
14.62
21.61
554.31
2,388
9,071.68
1.3
47.26
522.2
2,387.97
8,148.7
8.4148
0.03
392
2,388
100
38.86
23.4382
217
1
43
0.0009
0.0004
100
518.67
642.71
1,581.49
1,399.38
14.62
21.61
553.96
2,387.96
9,072.52
1.3
47.1
522.42
2,387.98
8,144.75
8.4327
0.03
392
2,388
100
39.14
23.4357
216
1
44
0.002
0.0001
100
518.67
642.69
1,585.54
1,407.66
14.62
21.61
552.85
2,387.99
9,068.1
1.3
47.26
522.78
2,387.94
8,149.9
8.4334
0.03
389
2,388
100
39.17
23.3515
215
1
45
0.0019
0.0001
100
518.67
642.56
1,584.23
1,407.95
14.62
21.61
554.23
2,387.96
9,066.98
1.3
47.17
522.56
2,387.98
8,153.01
8.4343
0.03
391
2,388
100
39.01
23.3131
214
1
46
-0.0037
0.0003
100
518.67
642.02
1,582.9
1,400.5
14.62
21.61
554.61
2,388.06
9,071.26
1.3
47.21
522.04
2,388.04
8,145.17
8.4268
0.03
392
2,388
100
38.88
23.5009
213
1
47
-0.0019
0.0003
100
518.67
642.6
1,592.1
1,398.26
14.62
21.61
554.11
2,388.01
9,073.71
1.3
47.28
522.03
2,387.97
8,150.46
8.3755
0.03
392
2,388
100
39.14
23.269
212
1
48
0.0003
0
100
518.67
642.44
1,583.27
1,399.17
14.62
21.61
554.16
2,388.02
9,066.97
1.3
47.27
522.29
2,388.04
8,150.94
8.3998
0.03
394
2,388
100
39.02
23.3188
211
1
49
0.003
-0.0004
100
518.67
642.37
1,586.75
1,393.83
14.62
21.61
553.91
2,388.04
9,076.18
1.3
47.28
521.94
2,388.01
8,149.51
8.3804
0.03
390
2,388
100
38.92
23.3822
210
1
50
-0.0008
0.0004
100
518.67
642.41
1,590.26
1,398.51
14.62
21.61
554.27
2,387.98
9,068.53
1.3
47.08
522.01
2,388.04
8,148.25
8.4073
0.03
392
2,388
100
38.97
23.3748
209
1
51
-0.0012
-0
100
518.67
642.2
1,587.71
1,390.26
14.62
21.61
554.71
2,387.99
9,067.59
1.3
47.21
522.4
2,387.98
8,153
8.3567
0.03
391
2,388
100
38.9
23.4784
208
1
52
0.0002
0.0003
100
518.67
642.61
1,583.3
1,403.78
14.62
21.61
554.09
2,387.97
9,063.21
1.3
47.24
521.69
2,387.93
8,150.07
8.3914
0.03
391
2,388
100
38.97
23.3179
207
1
53
0.0006
-0.0002
100
518.67
642.45
1,583.03
1,400.06
14.62
21.61
553.12
2,388.03
9,064.82
1.3
47.34
522.4
2,388.04
8,150.1
8.411
0.03
391
2,388
100
38.91
23.439
206
1
54
0.0007
-0.0004
100
518.67
642.48
1,584.68
1,406.3
14.62
21.61
554.8
2,388.03
9,068.35
1.3
47.22
522.28
2,388.04
8,145.58
8.4074
0.03
392
2,388
100
38.99
23.4086
205
1
55
0.0002
0.0004
100
518.67
642.25
1,587.23
1,401.26
14.62
21.61
554.56
2,388.01
9,066.05
1.3
47.12
522.42
2,388.02
8,150.6
8.4106
0.03
391
2,388
100
38.93
23.4395
204
1
56
0.0008
0
100
518.67
642.79
1,585.25
1,396.05
14.62
21.6
554.24
2,388.01
9,067.08
1.3
47.07
522.67
2,388.03
8,148.37
8.4308
0.03
394
2,388
100
38.96
23.4014
203
1
57
-0.0024
-0.0003
100
518.67
642.47
1,586.13
1,396.03
14.62
21.61
554.29
2,387.97
9,074.48
1.3
47.11
522.14
2,387.99
8,148.7
8.3816
0.03
391
2,388
100
39
23.4644
202
1
58
-0.0043
-0.0001
100
518.67
641.98
1,587.55
1,402.61
14.62
21.61
553.84
2,387.98
9,068.44
1.3
47.17
521.89
2,388.05
8,148.44
8.4089
0.03
393
2,388
100
39.2
23.353
201
1
59
0.0002
-0
100
518.67
642.01
1,589.14
1,405.41
14.62
21.61
554.48
2,387.96
9,066.73
1.3
47.24
522.84
2,388.01
8,151.41
8.4339
0.03
393
2,388
100
38.98
23.4888
200
1
60
-0.0001
-0.0003
100
518.67
642.52
1,578.91
1,406.32
14.62
21.61
554.16
2,388.03
9,069.03
1.3
47.31
522.32
2,387.98
8,148.29
8.3837
0.03
392
2,388
100
38.99
23.3179
199
1
61
0.003
-0.0004
100
518.67
641.97
1,584.13
1,400.11
14.62
21.61
554.09
2,388.01
9,075.7
1.3
47.23
522.28
2,387.98
8,152.04
8.3578
0.03
391
2,388
100
39.19
23.4228
198
1
62
0.0031
-0.0004
100
518.67
642.47
1,593.91
1,397.99
14.62
21.61
554.15
2,388.04
9,067.62
1.3
47.25
522.33
2,388.02
8,150.95
8.4285
0.03
390
2,388
100
38.91
23.3841
197
1
63
0.0008
-0.0002
100
518.67
641.82
1,583.91
1,403.75
14.62
21.61
554.73
2,388.01
9,065.3
1.3
47.32
522.76
2,388.04
8,151.24
8.3982
0.03
391
2,388
100
38.98
23.4328
196
1
64
-0.0006
0.0002
100
518.67
642.49
1,589.38
1,399.53
14.62
21.61
554.89
2,388
9,072.87
1.3
47.34
522.81
2,387.98
8,146.73
8.4168
0.03
391
2,388
100
38.92
23.3717
195
1
65
-0.0035
-0.0003
100
518.67
642.15
1,589.05
1,391.23
14.62
21.61
554.01
2,387.96
9,068
1.3
47.31
522.59
2,387.97
8,153.43
8.398
0.03
391
2,388
100
39.07
23.4992
194
1
66
0
-0.0002
100
518.67
642.16
1,586.02
1,397.9
14.62
21.61
554.5
2,387.97
9,072.46
1.3
47.36
521.68
2,387.99
8,147.89
8.4487
0.03
391
2,388
100
39.03
23.2868
193
1
67
0.0005
0
100
518.67
642.01
1,585.57
1,399.69
14.62
21.61
554.3
2,388.03
9,072.09
1.3
47.36
521.77
2,388.03
8,152.11
8.4355
0.03
391
2,388
100
38.79
23.2883
192
1
68
0.0006
-0.0005
100
518.67
642.07
1,580.92
1,401.99
14.62
21.61
554.2
2,388.04
9,072.69
1.3
47.35
521.81
2,387.95
8,142.59
8.4185
0.03
391
2,388
100
38.97
23.4363
191
1
69
0.0002
0.0001
100
518.67
642.88
1,589.68
1,399.78
14.62
21.61
553.99
2,388.05
9,068.54
1.3
47.11
522.55
2,388.05
8,153.08
8.4486
0.03
392
2,388
100
39.07
23.3217
190
1
70
-0.002
-0.0005
100
518.67
642.34
1,591.65
1,401.42
14.62
21.61
554.43
2,388.02
9,071.32
1.3
47.26
522.22
2,388.05
8,148.04
8.4294
0.03
393
2,388
100
39.14
23.3813
189
1
71
0.0032
0.0004
100
518.67
642.58
1,583.72
1,397.76
14.62
21.61
553.97
2,388.03
9,073.21
1.3
47.19
522.21
2,387.98
8,145.76
8.4168
0.03
391
2,388
100
39.13
23.4798
188
1
72
0.0012
0.0002
100
518.67
641.91
1,582.17
1,402.51
14.62
21.61
554.38
2,388.02
9,076.78
1.3
47.26
522.23
2,388.06
8,144.3
8.4528
0.03
392
2,388
100
39.04
23.3875
187
1
73
-0.0004
-0.0004
100
518.67
642.02
1,586.87
1,397.72
14.62
21.61
554.42
2,388.04
9,073.4
1.3
47.34
522.23
2,388.03
8,148.12
8.4825
0.03
393
2,388
100
39.05
23.3951
186
1
74
-0.0004
-0.0001
100
518.67
641.86
1,583.99
1,399.91
14.62
21.61
554.14
2,388.01
9,065.14
1.3
47.22
522.22
2,388.01
8,151.44
8.428
0.03
393
2,388
100
39.02
23.3814
185
1
75
-0.001
0.0004
100
518.67
642.22
1,587.16
1,396.3
14.62
21.61
553.64
2,388
9,064.8
1.3
47.19
522.32
2,387.98
8,150.37
8.3836
0.03
393
2,388
100
39.02
23.4318
184
1
76
0.0017
-0
100
518.67
642.85
1,586.17
1,400.01
14.62
21.61
554.37
2,387.98
9,068.07
1.3
47.15
522.64
2,388.02
8,155.63
8.4061
0.03
392
2,388
100
38.77
23.3529
183
1
77
-0.0072
-0.0001
100
518.67
642.02
1,581.99
1,399.58
14.62
21.61
554.14
2,388
9,070.8
1.3
47.29
521.91
2,388.08
8,148.31
8.3727
0.03
391
2,388
100
38.96
23.3415
182
1
78
-0
0.0001
100
518.67
642.86
1,578.35
1,400.19
14.62
21.61
554.23
2,388.01
9,074.23
1.3
47.22
522.15
2,388.09
8,153.43
8.4288
0.03
391
2,388
100
38.88
23.4148
181
1
79
0.0008
0.0003
100
518.67
642.03
1,583.5
1,400.42
14.62
21.61
553.98
2,388.02
9,070.53
1.3
47.08
522.01
2,388.03
8,150.68
8.3895
0.03
391
2,388
100
38.99
23.4047
180
1
80
0.0028
0.0003
100
518.67
641.53
1,586.62
1,393.1
14.62
21.61
554.63
2,388.01
9,067.76
1.3
47.22
521.93
2,387.98
8,153
8.408
0.03
393
2,388
100
38.85
23.458
179
1
81
0.0021
0
100
518.67
642.13
1,581.98
1,402.49
14.62
21.61
553.72
2,388.02
9,070.82
1.3
47.02
522.32
2,388.06
8,153.66
8.4433
0.03
394
2,388
100
38.94
23.4212
178
1
82
-0.0018
-0.0005
100
518.67
642.55
1,587.08
1,402.42
14.62
21.61
554.5
2,388.02
9,064.56
1.3
47.19
522.19
2,388.05
8,151.48
8.4196
0.03
393
2,388
100
39.12
23.3853
177
1
83
-0.0053
-0.0004
100
518.67
641.85
1,587.23
1,401.86
14.62
21.61
555.2
2,388.01
9,063.6
1.3
47.25
521.93
2,388.04
8,152.49
8.3843
0.03
393
2,388
100
39
23.3097
176
1
84
0.0035
0.0001
100
518.67
641.94
1,585.55
1,398.99
14.62
21.61
554.75
2,388.03
9,066.72
1.3
47.27
521.97
2,388.07
8,153.01
8.3854
0.03
390
2,388
100
38.98
23.3584
175
1
85
0.0003
-0.0004
100
518.67
642.57
1,587.23
1,399.21
14.62
21.61
553.87
2,388.02
9,070.36
1.3
47.43
522.11
2,388.04
8,149.97
8.4385
0.03
395
2,388
100
38.96
23.4284
174
1
86
-0.0012
0.0003
100
518.67
642.07
1,590.38
1,403.18
14.62
21.61
554.77
2,388.02
9,065.76
1.3
47.34
522.02
2,387.96
8,145.53
8.4299
0.03
393
2,388
100
38.88
23.4409
173
1
87
-0.004
0.0001
100
518.67
642.27
1,584.76
1,399.41
14.62
21.61
553.7
2,388.05
9,066.48
1.3
47.46
521.75
2,388.05
8,155.21
8.4388
0.03
392
2,388
100
39.02
23.4712
172
1
88
0.0006
0.0004
100
518.67
641.46
1,587.88
1,396.91
14.62
21.61
553.85
2,387.99
9,067.25
1.3
47.23
522.05
2,388.01
8,145.17
8.4211
0.03
392
2,388
100
39.08
23.3099
171
1
89
0.0001
-0.0002
100
518.67
642.67
1,593.73
1,406.77
14.62
21.61
555.48
2,388.06
9,069.17
1.3
47.18
522.79
2,388.02
8,149.34
8.4099
0.03
392
2,388
100
38.88
23.4671
170
1
90
-0.0011
-0.0002
100
518.67
642.33
1,581.98
1,398.82
14.62
21.61
554.22
2,388.03
9,077.2
1.3
47.34
522.08
2,387.99
8,153.72
8.3848
0.03
392
2,388
100
39.03
23.3154
169
1
91
-0.002
-0.0004
100
518.67
642.58
1,592.53
1,406.11
14.62
21.61
554.64
2,388.02
9,063.78
1.3
47.37
522.34
2,388.05
8,144.94
8.3901
0.03
394
2,388
100
38.92
23.3784
168
1
92
0.0016
-0.0004
100
518.67
641.88
1,587.25
1,398.36
14.62
21.61
553.74
2,388
9,076.64
1.3
47.32
522.04
2,387.98
8,140.49
8.3986
0.03
393
2,388
100
38.92
23.3472
167
1
93
0.0019
-0.0001
100
518.67
642.59
1,581.57
1,403.57
14.62
21.61
554.65
2,388.05
9,074.6
1.3
47.43
522.15
2,388
8,152.64
8.3652
0.03
392
2,388
100
38.95
23.3151
166
1
94
0.0029
0.0002
100
518.67
642.7
1,585.22
1,394.97
14.62
21.6
554.19
2,387.97
9,071.37
1.3
47.09
522.4
2,388.02
8,151.88
8.3962
0.03
392
2,388
100
38.9
23.247
165
1
95
0.0027
-0.0001
100
518.67
642.8
1,577.32
1,406
14.62
21.61
554.29
2,388.02
9,067.45
1.3
47.31
522.18
2,388.02
8,150.69
8.4321
0.03
392
2,388
100
38.93
23.3817
164
1
96
-0.0028
0.0003
100
518.67
642.12
1,587.08
1,398.42
14.62
21.61
553.97
2,388.04
9,066.45
1.3
47.36
522.14
2,388.05
8,152.69
8.4205
0.03
393
2,388
100
38.78
23.4411
163
1
97
0.0007
-0.0004
100
518.67
642.22
1,584.55
1,388.13
14.62
21.61
554.57
2,388.07
9,066.66
1.3
47.45
522.43
2,388.05
8,145.15
8.4114
0.03
392
2,388
100
38.85
23.363
162
1
98
-0.0009
0.0003
100
518.67
642.17
1,583.35
1,402.22
14.62
21.61
553.88
2,388.1
9,069.55
1.3
47.34
522.14
2,388.02
8,152.62
8.4121
0.03
393
2,388
100
39.08
23.4234
161
1
99
0.0012
0.0003
100
518.67
642.83
1,584.77
1,402.31
14.62
21.61
554
2,388.04
9,070.04
1.3
47.22
522.13
2,388.08
8,153.16
8.4409
0.03
393
2,388
100
38.93
23.3767
160
1
100
0.0011
0
100
518.67
642.11
1,582.26
1,402.79
14.62
21.61
553.71
2,388.01
9,065.77
1.3
47.52
521.92
2,387.99
8,151.54
8.4052
0.03
392
2,388
100
39.09
23.382
159
End of preview. Expand in Data Studio

CMAPSS Jet Engine Simulated Data FD003 - NASA

This dataset contains simulated data from the CMAPSS (Commercial Modular Aero-Propulsion System Simulation) Jet Engine by NASA, FD003.

Train trjectories: 100 Test trajectories: 100 Conditions: ONE (Sea Level) Fault Modes: TWO (HPC Degradation, Fan Degradation)

Sensor Descriptions

Sensor ID Description Units
s_1 Total temperature at fan inlet ◦R
s_2 Total temperature at LPC outlet ◦R
s_3 Total temperature at HPC outlet ◦R
s_4 Total temperature at LPT outlet ◦R
s_5 Pressure at fan inlet psia
s_6 Total pressure in bypass-duct psia
s_7 Total pressure at HPC outlet psia
s_8 Physical fan speed rpm
s_9 Physical core speed rpm
s_10 Engine pressure ratio (P50/P2) -
s_11 Static pressure at HPC outlet psia
s_12 Ratio of fuel flow to Ps30 pps/psia
s_13 Corrected fan speed rpm
s_14 Corrected core speed rpm
s_15 Bypass Ratio -
s_16 Burner fuel-air ratio -
s_17 Bleed Enthalpy -
s_18 Demanded fan speed rpm
s_19 Demanded corrected fan speed rpm
s_20 HPT coolant bleed lbm/s
s_21 LPT coolant bleed lbm/s

Units Explanation

  • ◦R: Rankine scale
  • HPT: High Pressure Temperature
  • LPT: Low Pressure Temperature
  • HPC: High Pressure Chamber
  • LPC: Low Pressure Chamber
  • rpm: rotation per minute
  • psia: pound per square inch
  • pps: pulse per second
  • lbm: pound mass

Source

CMAPSS Jet Engine Simulated Data

Citation 

@article{Saxena2008DamagePM,
  title={Damage propagation modeling for aircraft engine run-to-failure simulation},
  author={Abhinav Saxena and Kai Goebel and Donald C. Simon and Neil H. W. Eklund},
  journal={2008 International Conference on Prognostics and Health Management},
  year={2008},
  pages={1-9},
  url={https://api.semanticscholar.org/CorpusID:206508104}
}
Downloads last month
38
Size of downloaded dataset files:
2.63 MB
Size of the auto-converted Parquet files:
2.63 MB
Number of rows:
41,316