Datasets:

LucasThil
/

nasa_turbofan_degradation_FD002

Dataset card Data Studio Files Files and versions Community

Split (2)

train · 53.8k rows

Search is not available for this dataset

unit_number int64 1 260	time_cycles int64 1 378	setting_1 float64 0 42	setting_2 float64 0 0.84	setting_3 float64 60 100	s_1 float64 445 519	s_2 float64 536 645	s_3 float64 1.24k 1.61k	s_4 float64 1.02k 1.44k	s_5 float64 3.91 14.6	s_6 float64 5.71 21.6	s_7 float64 137 556	s_8 float64 1.91k 2.39k	s_9 float64 7.99k 9.22k	s_10 float64 0.93 1.3	s_11 float64 36.2 48.5	s_12 float64 129 523	s_13 float64 2.03k 2.39k	s_14 float64 7.85k 8.27k	s_15 float64 8.34 11.1	s_16 float64 0.02 0.03	s_17 int64 303 399	s_18 int64 1.92k 2.39k	s_19 float64 84.9 100	s_20 float64 10.2 39.3	s_21 float64 6.01 23.6	RUL int64 0 377
260	258	0.0026	0	100	518.67	642.62	1,596.57	1,408.78	14.62	21.61	553.11	2,388.02	9,108.88	1.3	47.54	521.33	2,388.09	8,186.24	8.4689	0.03	393	2,388	100	38.75	23.3532	58
260	259	42.0052	0.8412	100	445	549.53	1,357.24	1,132.4	3.91	5.72	138.57	2,212.75	8,363.96	1.02	42.23	130.86	2,388.86	8,131.5	9.3561	0.02	331	2,212	100	10.56	6.4032	57
260	260	25.0049	0.62	60	462.54	536.91	1,272.19	1,051.02	7.05	9.03	175.52	1,916.09	8,047.78	0.94	36.99	164.83	2,029.01	7,906.82	10.9344	0.02	308	1,915	84.93	14.31	8.5065	56
260	261	20.0058	0.7007	100	491.19	608.12	1,489.43	1,253.31	9.35	13.66	334.56	2,324.3	8,774.04	1.08	44.48	314.76	2,388.45	8,105.92	9.2693	0.02	367	2,324	100	24.42	14.6908	55
260	262	42.0051	0.84	100	445	550	1,358.13	1,131.36	3.91	5.72	139.28	2,212.78	8,361.31	1.02	42.16	130.77	2,388.83	8,128.66	9.3895	0.02	332	2,212	100	10.71	6.3741	54
260	263	42.0043	0.84	100	445	549.71	1,351.88	1,129.86	3.91	5.72	139.2	2,212.77	8,366.19	1.02	42.34	131.02	2,388.9	8,134.6	9.3934	0.02	332	2,212	100	10.67	6.4391	53
260	264	25.0039	0.62	60	462.54	537.05	1,262.78	1,054.21	7.05	9.03	175.28	1,916.16	8,052.76	0.93	36.92	164.1	2,029.06	7,915.25	10.959	0.02	308	1,915	84.93	14.08	8.6115	52
260	265	42.0048	0.8401	100	445	549.95	1,352.62	1,130.29	3.91	5.72	139.61	2,212.83	8,380.02	1.03	42.21	131.02	2,388.96	8,132.19	9.3694	0.02	333	2,212	100	10.76	6.4161	51
260	266	42.0017	0.84	100	445	549.83	1,355.21	1,134.76	3.91	5.72	139.15	2,212.83	8,378.34	1.02	42.41	130.21	2,388.98	8,138.37	9.3704	0.02	332	2,212	100	10.54	6.373	50
260	267	34.9985	0.84	100	449.44	555.99	1,370.84	1,138.42	5.48	8.01	195.11	2,223.94	8,403.65	1.02	41.97	182.48	2,389.01	8,120.43	9.3458	0.02	335	2,223	100	14.88	8.8469	49
260	268	10.0036	0.2509	100	489.05	605.35	1,505.84	1,308.35	10.52	15.5	394.08	2,318.99	8,842.23	1.26	45.75	371.08	2,388.19	8,180.76	8.7299	0.03	370	2,319	100	28.5	17.0807	48
260	269	42.0036	0.84	100	445	550	1,358.49	1,134.41	3.91	5.72	138.36	2,212.85	8,376.53	1.02	42.14	131.2	2,389.04	8,146.64	9.4037	0.02	332	2,212	100	10.54	6.3689	47
260	270	35.0006	0.84	100	449.44	556.3	1,371.65	1,137.73	5.48	8.01	194.65	2,223.94	8,409.87	1.02	42.11	183.3	2,389.11	8,122.14	9.3328	0.02	336	2,223	100	14.74	8.917	46
260	271	10.008	0.2503	100	489.05	605.3	1,504.79	1,312.39	10.52	15.5	394.67	2,319	8,841.18	1.26	45.58	371.69	2,388.22	8,184.75	8.6644	0.03	371	2,319	100	28.57	17.0448	45
260	272	10.0079	0.25	100	489.05	604.98	1,498.89	1,320.13	10.52	15.5	394.4	2,318.99	8,839.31	1.26	45.77	371.35	2,388.2	8,190.37	8.6761	0.03	371	2,319	100	28.47	17.1693	44
260	273	24.9994	0.62	60	462.54	537.17	1,263.22	1,056.45	7.05	9.03	175.33	1,916.31	8,058	0.94	36.78	164.73	2,029.19	7,920.08	10.919	0.02	307	1,915	84.93	14.25	8.5038	43
260	274	25.0048	0.6201	60	462.54	536.9	1,269.52	1,052.37	7.05	9.03	175.67	1,916.26	8,067.01	0.94	36.99	164.38	2,029.25	7,919.89	10.9518	0.02	309	1,915	84.93	14.23	8.6246	42
260	275	10.0003	0.2512	100	489.05	605.22	1,507.86	1,313.19	10.52	15.5	393.02	2,319.02	8,853.82	1.26	45.65	371.15	2,388.27	8,184.46	8.7091	0.03	372	2,319	100	28.55	17.1098	41
260	276	25.006	0.62	60	462.54	537.14	1,260.52	1,050.86	7.05	9.03	174.89	1,916.35	8,062	0.94	36.74	164.11	2,029.29	7,926.11	10.9593	0.02	309	1,915	84.93	14.25	8.5044	40
260	277	42.0032	0.8419	100	445	549.57	1,360.13	1,126.06	3.91	5.72	138.05	2,212.98	8,390.07	1.03	42.36	130.73	2,389.15	8,148.62	9.3626	0.02	332	2,212	100	10.79	6.3006	39
260	278	42.0079	0.84	100	445	550.02	1,361.73	1,135.68	3.91	5.72	138.81	2,213.04	8,390.38	1.03	42.14	130.4	2,389.23	8,144.85	9.3659	0.02	333	2,212	100	10.76	6.3703	38
260	279	35.0045	0.84	100	449.44	556.72	1,373.94	1,132.02	5.48	8.01	194.39	2,224.14	8,411.24	1.02	42.06	182.93	2,389.26	8,128.11	9.3388	0.02	336	2,223	100	14.86	8.9751	37
260	280	34.9994	0.84	100	449.44	556.14	1,373.58	1,138.52	5.48	8.01	194.42	2,224.08	8,419.77	1.02	42.13	182.64	2,389.29	8,134.72	9.3615	0.02	335	2,223	100	14.85	8.9241	36
260	281	0.0021	0.0017	100	518.67	642.79	1,595.07	1,425.07	14.62	21.61	553.34	2,388.08	9,133.87	1.3	47.7	520.74	2,388.1	8,196.07	8.4704	0.03	395	2,388	100	38.77	23.1556	35
260	282	0.0017	0.0009	100	518.67	642.58	1,592.64	1,420.61	14.62	21.61	552.95	2,388.09	9,134.45	1.3	47.75	520.95	2,388.09	8,204.71	8.469	0.03	393	2,388	100	38.7	23.2639	34
260	283	34.9997	0.8418	100	449.44	556.32	1,373.12	1,135.76	5.48	8.01	194.46	2,224.17	8,423.34	1.02	42.11	182.7	2,389.41	8,133.81	9.3718	0.02	336	2,223	100	14.81	8.7553	33
260	284	25.006	0.6209	60	462.54	537.1	1,262.91	1,055.73	7.05	9.03	175.09	1,916.42	8,066.17	0.94	36.96	164.28	2,029.46	7,932.36	10.9474	0.02	310	1,915	84.93	14.18	8.5958	32
260	285	20.0021	0.7019	100	491.19	607.88	1,494.3	1,268.83	9.35	13.66	333.93	2,324.51	8,797.48	1.08	44.73	314.91	2,388.65	8,128.32	9.2644	0.03	368	2,324	100	24.56	14.5575	31
260	286	25.0035	0.62	60	462.54	537.65	1,264.31	1,052.77	7.05	9.03	175.31	1,916.47	8,070.14	0.94	36.84	164.82	2,029.46	7,929.38	10.9537	0.02	309	1,915	84.93	14.24	8.5358	30
260	287	35.0025	0.84	100	449.44	556.05	1,371.37	1,137.09	5.48	8.01	194.19	2,224.25	8,434.29	1.02	42.1	182.77	2,389.45	8,131.72	9.3269	0.02	335	2,223	100	14.92	8.9971	29
260	288	41.9983	0.8412	100	445	549.71	1,364.04	1,130.15	3.91	5.72	138.53	2,213.24	8,397.68	1.03	42.45	130.91	2,389.41	8,165.44	9.4198	0.02	333	2,212	100	10.55	6.4427	28
260	289	41.9988	0.84	100	445	550.13	1,360.23	1,137.05	3.91	5.72	138.15	2,213.19	8,398.75	1.03	42.47	130.33	2,389.47	8,160.39	9.3474	0.02	333	2,212	100	10.69	6.3416	27
260	290	9.9986	0.25	100	489.05	605.06	1,505.06	1,321.85	10.52	15.5	393.74	2,319.04	8,858.56	1.26	45.86	370.71	2,388.23	8,206.05	8.7188	0.03	371	2,319	100	28.37	16.9807	26
260	291	25.0039	0.62	60	462.54	537.14	1,269.38	1,062.3	7.05	9.03	174.93	1,916.65	8,081.71	0.94	37.03	164.25	2,029.57	7,940.55	10.9861	0.02	309	1,915	84.93	14.05	8.5899	25
260	292	42.0059	0.84	100	445	549.69	1,357.17	1,135.58	3.91	5.72	138.99	2,213.31	8,409.4	1.03	42.32	130.33	2,389.45	8,161.39	9.3743	0.02	334	2,212	100	10.65	6.3943	24
260	293	19.9994	0.7	100	491.19	607.59	1,491.92	1,268.48	9.35	13.66	334.54	2,324.62	8,814.05	1.07	44.73	314.43	2,388.78	8,141.92	9.3225	0.03	368	2,324	100	24.42	14.5802	23
260	294	42.0036	0.8403	100	445	549.95	1,366.94	1,141.41	3.91	5.72	138.32	2,213.38	8,423.16	1.03	42.25	130.16	2,389.52	8,164.28	9.3724	0.02	333	2,212	100	10.57	6.3674	22
260	295	20.0039	0.7	100	491.19	608.15	1,495.76	1,261.14	9.35	13.66	333.98	2,324.65	8,819.84	1.07	44.78	314.2	2,388.79	8,142.42	9.2572	0.03	368	2,324	100	24.42	14.5849	21
260	296	42.0054	0.8409	100	445	550.31	1,366.6	1,136.76	3.91	5.72	138.47	2,213.39	8,417.8	1.03	42.44	130.99	2,389.56	8,172.47	9.3912	0.02	334	2,212	100	10.6	6.3753	20
260	297	0.0003	0.0005	100	518.67	642.94	1,606.33	1,424.65	14.62	21.61	552.73	2,388.1	9,158.88	1.3	47.8	519.86	2,388.13	8,231.4	8.4759	0.03	397	2,388	100	38.31	23.2522	19
260	298	42.0062	0.8417	100	445	550.31	1,360.58	1,140.42	3.91	5.72	138.62	2,213.45	8,418.03	1.03	42.36	131.15	2,389.61	8,178.9	9.3938	0.02	334	2,212	100	10.46	6.3746	18
260	299	42.0065	0.8405	100	445	550.21	1,362.68	1,141.81	3.91	5.72	138.43	2,213.44	8,417.9	1.03	42.45	130.65	2,389.65	8,174.52	9.3767	0.02	334	2,212	100	10.55	6.2959	17
260	300	10.0043	0.2512	100	489.05	605.54	1,506.27	1,322.15	10.52	15.5	393.16	2,319.18	8,882.28	1.26	45.7	371.53	2,388.32	8,219.79	8.7314	0.03	372	2,319	100	28.36	17.0515	16
260	301	25.0013	0.62	60	462.54	537.49	1,268.52	1,057.8	7.05	9.03	175.44	1,916.88	8,095.91	0.94	37.29	164.35	2,029.93	7,959.36	10.9875	0.02	309	1,915	84.93	14.13	8.4643	15
260	302	0.0029	0	100	518.67	643.1	1,600.56	1,432.88	14.62	21.61	552.3	2,388.13	9,171.62	1.3	47.86	520.93	2,388.13	8,232.13	8.5078	0.03	395	2,388	100	38.63	23.1816	14
260	303	0.002	0	100	518.67	643.56	1,603.97	1,427.48	14.62	21.61	552.25	2,388.12	9,169.61	1.3	48.03	520.29	2,388.18	8,232.75	8.5397	0.03	395	2,388	100	38.59	23.1954	13
260	304	20.0007	0.7	100	491.19	608.23	1,493.93	1,272.71	9.35	13.66	333.42	2,324.72	8,833.28	1.07	44.76	314.51	2,388.92	8,153.7	9.2554	0.03	368	2,324	100	24.1	14.5858	12
260	305	35.008	0.84	100	449.44	557.37	1,377.67	1,143.19	5.48	8.01	193.95	2,224.78	8,456.13	1.02	42.43	182.69	2,389.92	8,164.29	9.4034	0.02	337	2,223	100	14.57	8.8408	11
260	306	0.0029	0.0001	100	518.67	643.57	1,605.66	1,420.81	14.62	21.61	552.58	2,388.12	9,174.12	1.3	47.84	520.8	2,388.15	8,238.53	8.5037	0.03	396	2,388	100	38.41	23.1291	10
260	307	0.0001	0	100	518.67	643.23	1,598.43	1,428.33	14.62	21.61	551.75	2,388.12	9,186	1.3	48.12	519.87	2,388.09	8,237.52	8.5246	0.03	395	2,388	100	38.82	23.1135	9
260	308	25.0064	0.62	60	462.54	537	1,265.57	1,062.83	7.05	9.03	175.85	1,917.16	8,105.08	0.94	37.22	164.21	2,030.1	7,961.47	11.0645	0.02	309	1,915	84.93	14.28	8.4947	8
260	309	42.0076	0.8415	100	445	550.75	1,372.11	1,144.78	3.91	5.72	139.48	2,213.75	8,437.7	1.03	42.72	130.8	2,389.94	8,191.45	9.388	0.02	334	2,212	100	10.59	6.3241	7
260	310	10.0008	0.2513	100	489.05	605.35	1,519.89	1,329.37	10.52	15.5	392.55	2,319.17	8,902.52	1.26	46.02	370.98	2,388.43	8,240.41	8.7352	0.03	373	2,319	100	28.36	16.9443	6
260	311	0.0015	0.001	100	518.67	644.15	1,604.81	1,427.53	14.62	21.61	552.02	2,388.13	9,184.23	1.3	48.14	520.58	2,388.14	8,246.2	8.5303	0.03	396	2,388	100	38.46	23.1252	5
260	312	20.0037	0.7	100	491.19	608.79	1,495.6	1,269.51	9.35	13.66	334	2,324.92	8,852.27	1.07	44.72	314.05	2,389.02	8,169.64	9.3035	0.03	369	2,324	100	24.36	14.5189	4
260	313	10.0022	0.251	100	489.05	605.81	1,514.32	1,324.12	10.52	15.5	392.46	2,319.17	8,915.86	1.26	46.08	371.22	2,388.42	8,245.36	8.7586	0.03	374	2,319	100	28.1	16.9454	3
260	314	25.0041	0.62	60	462.54	537.48	1,276.24	1,057.92	7.05	9.04	175.11	1,917.37	8,114.33	0.94	37.14	163.74	2,030.33	7,971.25	11.0657	0.02	310	1,915	84.93	14.19	8.5503	2
260	315	25.0033	0.622	60	462.54	537.84	1,272.95	1,066.3	7.05	9.04	174.81	1,917.36	8,112.63	0.94	37.32	164.37	2,030.35	7,972.47	11.0537	0.02	311	1,915	84.93	14.05	8.3729	1
260	316	35.0036	0.84	100	449.44	556.64	1,374.61	1,145.52	5.48	8.01	194.33	2,225.12	8,478.44	1.02	42.5	183.09	2,390.38	8,185.35	9.3998	0.02	338	2,223	100	14.75	8.8446	0

Subsets and Splits