Datasets:

kevykibbz
/

wind-turbine-scada-data-for-early-fault-detection

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185	sensor_8_std float64 0 102	sensor_9_avg float64 -1.2 1.17	sensor_9_max float64 -1.2 5	sensor_9_min float64 -1.2 0.4	sensor_11_avg float64 -1.2 0.69	sensor_11_max float64 -1.2 5	sensor_11_std float64 0 0.8	sensor_12_avg float64 -49.9 2.4	sensor_12_max float64 -49.9 200	sensor_12_min float64 -49.9 1.5	sensor_12_std float64 0 25.5	sensor_13_avg float64 -49.9 1.6	sensor_13_max float64 -49.9 149	sensor_13_min float64 -49.9 0.8	sensor_13_std float64 0 25.3	sensor_14_avg float64 -49.9 1.98	sensor_14_max float64 -49.9 200	sensor_14_min float64 -49.9 1.7	sensor_14_std float64 0 25.3	sensor_15_avg float64 0 46.8	sensor_15_max float64 0 46.8	sensor_15_min float64 0 46.8	sensor_15_std float64 0 12.3	sensor_16_avg float64 -6.58 3.43	sensor_16_max float64 -6.58 3.43	sensor_16_min float64 -9.63 3.43	power_17_avg float64 -0 1.09	power_17_max float64 0 1.21	power_17_min float64 -0.04 1.05	power_17_std float64 0 0.53	sensor_18_avg float64 0 73.4	sensor_18_max float64 0 73.8	sensor_18_min float64 0 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571	sensor_37_max float64 0 825	sensor_37_min float64 0 566	sensor_37_std float64 0 287	sensor_38_avg float64 0 570	sensor_38_max float64 0 826	sensor_38_min float64 0 566	sensor_38_std float64 0 281	sensor_39_avg float64 0 34.8	sensor_39_max float64 0 34.8	sensor_39_min float64 0 34.8	sensor_39_std float64 0 2.02	sensor_40_avg float64 0 1.04k	sensor_40_max float64 0 1.04k	sensor_40_min float64 0 1.04k	sensor_40_std float64 0 113	sensor_41_avg float64 -54.9 32.1	sensor_41_max float64 -54.9 32.4	sensor_41_min float64 -54.9 31.9	sensor_41_std float64 0 35	sensor_42_avg float64 -19.9 77.4	sensor_42_max float64 -19.9 80	sensor_42_min float64 -19.9 68.2	sensor_42_std float64 0 27.1	sensor_43_avg float64 -4,999 19k	sensor_43_max float64 -4,999 19.2k	sensor_43_min float64 -4,999 18.9k	sensor_43_std float64 0 9.43k	sensor_44_avg float64 -39.73 14.2	sensor_44_max float64 -24.99 27.2	sensor_44_min float64 -103.19 14.2	sensor_44_std float64 0 53.1	sensor_45_avg float64 -25.72 9.34	sensor_45_max float64 -24.99 99.4	sensor_45_min float64 -126.86 9	sensor_45_std float64 0 84	sensor_46_avg float64 -25 54.1	sensor_46_max float64 -25 55.2	sensor_46_min float64 -25 51.5	sensor_46_std float64 0 15.9	sensor_47_avg float64 0 50.2	sensor_47_max float64 0 84.3	sensor_47_min float64 0 50.2	sensor_47_std float64 0 25	sensor_48_avg float64 -62.4 182	sensor_48_max float64 -62.4 184	sensor_48_min float64 -132.1 182	sensor_48_std float64 0 139	sensor_49_avg float64 -62.4 189	sensor_49_max float64 -62.4 189	sensor_49_min float64 -128.7 189	sensor_49_std float64 0 113	sensor_50_avg float64 -95.38 190	sensor_50_max float64 -62.4 203	sensor_50_min float64 -321.8 190	sensor_50_std float64 0 226	sensor_51_avg float64 -62.4 215	sensor_51_max float64 -62.4 216	sensor_51_min float64 -262.7 215	sensor_51_std float64 0 186	sensor_52_avg float64 -62.4 193	sensor_52_max float64 -62.4 225	sensor_52_min float64 -282.5 193	sensor_52_std float64 0 205	sensor_53_avg float64 -100.84 182	sensor_53_max float64 -79.8 185	sensor_53_min float64 -205.9 179	sensor_53_std float64 0 116	sensor_54_avg float64 -197.61 107	sensor_54_max float64 -168.8 150	sensor_54_min float64 -244.1 107	sensor_54_std float64 0 112	sensor_55_avg float64 -244.72 101	sensor_55_max float64 -98.2 145	sensor_55_min float64 -352.4 101	sensor_55_std float64 0 158	sensor_56_avg float64 0 96.2	sensor_56_max float64 0 827	sensor_56_min float64 0 91.7	sensor_56_std float64 0 119	sensor_57_avg float64 0 93.7	sensor_57_max float64 0 828	sensor_57_min float64 0 89.4	sensor_57_std float64 0 117	sensor_58_avg float64 0 19.5k	sensor_58_max float64 0 35.8k	sensor_58_min float64 0 19.5k	sensor_58_std float64 0 9.61k	sensor_59_avg float64 0 19.5k	sensor_59_max float64 0 37.4k	sensor_59_min float64 0 19.5k	sensor_59_std float64 0 9.62k	sensor_60_avg float64 0 19.6k	sensor_60_max float64 0 25k	sensor_60_min float64 0 19.5k	sensor_60_std float64 0 9.61k	sensor_61_avg float64 0 1.04k	sensor_61_max float64 0 1.04k	sensor_61_min float64 0 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29.4	sensor_92_std float64 0 14.8	sensor_93_avg float64 -0.11 29.4	sensor_93_max float64 -0.1 29.4	sensor_93_min float64 -3.61 29.4	sensor_93_std float64 0 14.4	sensor_94_avg float64 0 1.23k	sensor_94_max float64 0 1.24k	sensor_94_min float64 0 1.23k	sensor_94_std float64 0 427	sensor_95_avg float64 0 0.93	sensor_95_max float64 0 1.4	sensor_95_std float64 0 0.58	sensor_97_avg float64 0 4.39	sensor_97_max float64 0 4.5	sensor_97_min float64 -0.54 4.39	sensor_98_avg float64 -1.43 4.39	sensor_98_max float64 -0.36 4.46	sensor_98_min float64 -2.46 4.38	sensor_99_avg float64 0 4.59	sensor_99_max float64 0 4.67	sensor_99_min float64 -1.45 4.55	sensor_100_avg float64 -80.95 179	sensor_100_max float64 -80.95 260	sensor_100_min float64 -120.96 179	sensor_101_avg float64 -115.51 274	sensor_101_max float64 -115.24 301	sensor_101_min float64 -128.74 274	sensor_102_avg float64 -99.21 179	sensor_102_max float64 -64.61 301	sensor_102_min float64 -128.74 177	sensor_103_avg float64 -80.98 179	sensor_103_max float64 -80.9 190	sensor_103_min float64 -120.99 179	sensor_103_std float64 0 87.2	sensor_104_avg float64 -115.39 178	sensor_104_max float64 -115.13 301	sensor_104_min float64 -128.73 170	sensor_104_std float64 0 141	sensor_105_avg float64 -99.06 186	sensor_105_max float64 -76.35 301	sensor_105_min float64 -128.74 186	sensor_105_std float64 0 120	sensor_106_avg float64 -24.99 100	sensor_106_max float64 -24.99 100	sensor_106_min float64 -24.99 100	sensor_107_avg float64 0 57.8	sensor_108_avg float64 0 19	sensor_108_max float64 0 96	sensor_108_min float64 0 15.3	sensor_108_std float64 0 10.6	sensor_107_max float64 0 275	sensor_107_min float64 0 48.5	sensor_107_std float64 0 31.8	sensor_109_avg float64 -7.62 154	sensor_109_max float64 -5.5 184	sensor_109_min float64 -11.6 151	sensor_109_std float64 0 76.6	sensor_110_avg float64 -3.54 164	sensor_110_max float64 -0.9 191	sensor_110_min float64 -11.9 160	sensor_110_std float64 0 79	sensor_111_avg float64 -3.35 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float64 -882.5 60.8	sensor_186_min float64 -2,282.5 60.6	sensor_186_std float64 0 594	sensor_187_avg float64 -2,106 109	sensor_187_max float64 -2,097.9 203	sensor_187_min float64 -2,524.1 107	sensor_187_std float64 0 794	sensor_188_avg float64 0 45.8	sensor_188_max float64 0 45.8	sensor_188_min float64 0 45.8	sensor_188_std float64 0 3.35	sensor_189_avg float64 0 53.4	sensor_189_max float64 0 53.6	sensor_189_min float64 0 53.3	sensor_189_std float64 0 11	sensor_190_avg float64 0 53.5	sensor_190_max float64 0 53.6	sensor_190_min float64 0 53.5	sensor_190_std float64 0 11	sensor_191_avg float64 0 70.1	sensor_191_max float64 0 70.2	sensor_191_min float64 0 69.9	sensor_191_std float64 0 2.22	sensor_192_avg float64 0 69.8	sensor_192_max float64 0 70	sensor_192_min float64 0 69.6	sensor_192_std float64 0 2.24	sensor_193_avg float64 0 37.2	sensor_193_max float64 0 37.3	sensor_193_min float64 0 37.2	sensor_193_std float64 0 2.36	sensor_194_avg float64 0 58.5	sensor_194_max float64 0 58.6	sensor_194_min float64 0 58.5	sensor_194_std float64 0 26.7	sensor_195_avg float64 0 58.5	sensor_195_max float64 0 58.5	sensor_195_min float64 0 58.5	sensor_195_std float64 0 26.7	sensor_196_avg float64 0 53	sensor_196_max float64 0 53	sensor_196_min float64 0 53	sensor_196_std float64 0 12.8	sensor_197_avg float64 0 54.6	sensor_197_max float64 0 54.7	sensor_197_min float64 0 54.6	sensor_197_std float64 0 11.8	sensor_198_avg float64 0 53.3	sensor_198_max float64 0 53.3	sensor_198_min float64 0 53.3	sensor_198_std float64 0 12.1	sensor_199_avg float64 0 850	sensor_199_max float64 0 850	sensor_199_min float64 0 850	sensor_199_std float64 0 397	sensor_200_avg float64 0 850	sensor_200_max float64 0 850	sensor_200_min float64 0 850	sensor_200_std float64 0 393	sensor_201_avg float64 0 850	sensor_201_max float64 0 850	sensor_201_min float64 0 850	sensor_201_std float64 0 361	sensor_202_avg float64 0 850	sensor_202_max float64 0 850	sensor_202_min float64 0 850	sensor_202_std float64 0 381	sensor_203_avg float64 0 850	sensor_203_max float64 0 850	sensor_203_min float64 0 850	sensor_203_std float64 0 362	sensor_204_avg float64 0 850	sensor_204_max float64 0 850	sensor_204_min float64 0 850	sensor_204_std float64 0 393	sensor_205_avg float64 0 37.8	sensor_205_max float64 0 38.1	sensor_205_min float64 0 37.6	sensor_205_std float64 0 5.33	sensor_206_avg float64 0 39	sensor_206_max float64 0 39.1	sensor_206_min float64 0 39	sensor_206_std float64 0 2.38	sensor_207_avg float64 0 39	sensor_207_max float64 0 39.1	sensor_207_min float64 0 39	sensor_207_std float64 0 2.38	sensor_208_avg float64 0 66	sensor_208_max float64 0 66.5	sensor_208_min float64 0 65.6	sensor_208_std float64 0 21.5	sensor_209_avg float64 0 66.9	sensor_209_max float64 0 67.3	sensor_209_min float64 0 66.5	sensor_209_std float64 0 20.9	sensor_210_avg float64 0 39.9	sensor_210_max float64 0 40	sensor_210_min float64 0 39.8	sensor_210_std float64 0 2	sensor_211_avg float64 0 100	sensor_211_max float64 0 100	sensor_211_min float64 0 100	sensor_212_avg float64 0 26	sensor_212_max float64 0 26.1	sensor_212_min float64 0 26	sensor_213_avg float64 0 26.4	sensor_213_max float64 0 26.4	sensor_213_min float64 0 26.4	sensor_214_avg float64 0 206	sensor_214_max float64 0 207	sensor_214_min float64 0 205	sensor_214_std float64 0 101	sensor_215_avg float64 0 206	sensor_215_max float64 0 206	sensor_215_min float64 0 205	sensor_215_std float64 0 101	sensor_216_avg float64 0 210	sensor_216_max float64 0 216	sensor_216_min float64 0 209	sensor_216_std float64 0 101	sensor_217_avg float64 0 27.7	sensor_217_max float64 0 27.8	sensor_217_min float64 0 27.7	sensor_217_std float64 0 13.3	sensor_218_avg float64 0 25.7	sensor_218_max float64 0 25.7	sensor_218_min float64 0 25.6	sensor_219_avg float64 0 411	sensor_219_max float64 0 1.02k	sensor_219_min float64 0 409	sensor_219_std float64 0 202	sensor_220_avg float64 0 411	sensor_220_max float64 0 1.02k	sensor_220_min float64 0 410	sensor_220_std float64 0 202	sensor_221_avg float64 0 418	sensor_221_max float64 0 472	sensor_221_min float64 0 415	sensor_221_std float64 0 202	sensor_222_avg float64 0 205	sensor_222_max float64 0 819	sensor_222_min float64 0 204	sensor_222_std float64 0 101	sensor_223_avg float64 0 206	sensor_223_max float64 0 819	sensor_223_min float64 0 205	sensor_223_std float64 0 101	sensor_224_avg float64 0 208	sensor_224_max float64 0 316	sensor_224_min float64 0 207	sensor_224_std float64 0 102	sensor_225_avg float64 -0.44 2.5	sensor_225_max float64 -0.44 2.5	sensor_225_min float64 -0.44 2.5	sensor_225_std float64 0 1.2	sensor_226_avg float64 -2.5 9.6	sensor_226_max float64 -2.5 9.8	sensor_226_min float64 -2.5 9.53	sensor_226_std float64 0 3.07	sensor_227_avg float64 -2.5 10	sensor_227_max float64 -2.5 10	sensor_227_min float64 -2.5 10	sensor_227_std float64 0 6.22	sensor_228_avg float64 0 55.1	sensor_228_max float64 0 55.7	sensor_228_min float64 0 53.7	sensor_228_std float64 0 11.7	sensor_229_avg float64 0 55	sensor_229_max float64 0 55.6	sensor_229_min float64 0 53.6	sensor_229_std float64 0 11.7	sensor_230_avg float64 0 564	sensor_230_max float64 0 605	sensor_230_min float64 0 558	sensor_230_std float64 0 282	sensor_231_avg float64 -2.49 4.76	sensor_231_max float64 -2.49 4.79	sensor_231_min float64 -2.49 4.74	sensor_231_std float64 0 2.15	sensor_232_avg float64 -2.49 4.75	sensor_232_max float64 -2.49 4.78	sensor_232_min float64 -2.49 4.73	sensor_232_std float64 0 2.16	sensor_233_avg float64 0 57.5	sensor_233_max float64 0 61.7	sensor_233_min float64 0 57.4	sensor_233_std float64 0 12.4	sensor_234_avg float64 0 57.6	sensor_234_max float64 0 61.8	sensor_234_min float64 0 57.5	sensor_234_std float64 0 12.8	wind_speed_236_avg float64 -9.8 33.7	wind_speed_236_max float64 0 42.7	wind_speed_236_min float64 -14.9 26.7	wind_speed_236_std float64 0 12	wind_speed_235_avg float64 -14.9 33.8	wind_speed_235_max float64 -14.9 59.3	wind_speed_235_min float64 -14.9 26.7	wind_speed_235_std float64 0 16.6	wind_speed_237_avg float64 -14.9 60	wind_speed_237_max float64 -14.9 60	wind_speed_237_min float64 -14.9 60	wind_speed_237_std float64 0 37.2
2024-09-10T00:00:00.000Z	34	0	train	23.442	31.8	16.6	2.729	0.0129	1.05	-0.9599	0.3449	0.2705	0.34846	0.20022	0.028756	74.652	76.25	70.75	0.9919	0.26406	0.3354	0.1994	0.028144	0.26406	0.3354	0.1994	0.028144	27.808	27.9	27.8	0.0273	129.32	140.65	117.77	4.562	0.1	0.1	0.1	0	0	0	-0.4976	-0.4	-0.6	0.0164	-0.8789	-0.8	-0.8999	0.0407	-0.3193	0	-0.5	0.0597	31.8	31.8	31.8	0	3.427	3.427	3.427	0.28046	0.3452	0.2004	0.030144	48.224	48.3	48.1	0.0843	49.248	49.4	49.1	0.0702	48.761	48.9	48.6	0.0642	49.702	49.9	49.6	0.0846	3.1	3.1	3.1	15.173	15.4	15	0.0685	3.342	3.4	3.2	0.0511	4,999.5	5,048	4,948	14.862	542.82	544	542	0.5824	550.81	552	550	0.5213	547.05	548	546	0.6042	23.334	23.4	23.3	0.0473	1,004.9	1,004.9	1,004.8	0	18.1	18.1	18.1	0	47.922	48.3	47.5	0.12	18,787	18,840	18,711	25.437	-0.2718	-0.2399	-0.3	0.0072	-0.2693	-0.2399	-0.3	0.0047	29.875	30.1	29.7	0.0842	49.896	49.92	49.87	0.0111	1.931	2.2	1.7	0.0846	158.46	158.8	158.1	0.0921	159.77	160.1	159.5	0.119	159.57	159.8	159.2	0.0835	161.9	162.2	161.6	0.051	135.95	140.6	131.5	2.537	85.391	85.5	84.9	0.0744	85.93	86.1	85.6	0.0818	23.236	31.2	16.6	2.721	23.537	31.2	16.6	2.725	19,213	19,241	19,187	22.634	19,240	19,268	19,214	23.136	19,268	19,294	19,235	23.229	1,004.5	1,004.6	1,004.5	0.1134	33.3	33.3	33.3	0	32.9	32.9	32.9	0	31.6	31.7	31.6	0.0029	34.142	34.2	34.1	0.0496	64.519	86	61	1.941	68.302	89	64	1.938	65.79	87	62	1.907	12.751	16.1	12.1	0.2872	12.253	15.5	11.6	0.2898	397.52	398	396	0.5004	397.82	398	396	0.3888	397.69	398	396	0.4675	189.73	190	188	0.472	2,754.5	2,803	2,694	22.344	-1.5	-1.5	-1.5	1.707	1.74	1.68	0.0298	1.68	1.68	1.68	0	0	0	0	0	0	0	0	0	0	0	0	0	2.218	12.15	1.924	7.43	7.43	7.43	0	7.426	7.43	7.05	0.0393	0.1715	0.4099	-0.05	0.0569	0.8976	1.11	0.68	0.052	0.3006	0.54	0.1	0.0566	0.3279	0.56	0.1299	0.0568	693.6	697	688	1.402	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.538	-1.53	-1.55	0.0067	-1.346	-1.34	-1.35	0.0048	-1.497	-1.48	-1.5	0.005	100	100	100	36.945	11.941	15.1	11.2	0.2921	46.7	34.9	0.8454	1.484	2.9	-0.2	0.4093	6.645	9	5.1	0.4219	92.02	94.5	88.6	0.7511	90.679	93.8	88.1	0.712	60.291	65.3	54.6	1.444	58.443	63.2	52.8	1.528	80.221	85	76	1.98	118.88	123	115	1.624	4.988	5.04	4.93	0.0185	4.983	5.03	4.93	0.0185	0.000297	0.00794	-0.0063	0.001814	0.08736	0.1264	0.051	0.014992	-0.180428	-0.1732	-0.1864	0.002568	0.019794	0.0272	0.0138	0.002605	-2.838	38.45	-38.8	13.043	5.042	9.3	1.5	1.881	-1.393	45.7	-40.7	14.49	-4.283	41.1	-42.3	12.863	23.638	32	16	2.677	23.334	31	16	2.714	23.545	32	16	2.673	338.99	402	280	23.807	339.2	401	280	23.752	339.08	402	280	23.787	2,443.5	2,691	2,200	96.232	2,443.6	2,687	2,200	96.077	2,443.4	2,689	2,203	96.174	19,136	19,660	18,469	219.88	19,198	19,751	18,584	207.21	19,224	19,709	18,664	173.04	50	50.002	49.904	0.0141	10.371	11.25	9.44	0.3661	10.377	11.25	9.44	0.3669	102.79	111.83	93.79	3.617	102.96	111.67	93.69	3.623	0.0045	1	-1	0.1024	0.0013	1	0	0.0365	-0.0008	1	-1	0.0465	51.973	52.1	51.8	0.1008	55.453	55.8	55.1	0.1717	53.757	53.9	53.6	0.0958	58.947	59.3	58.6	0.1604	53.585	53.8	53.4	0.0903	57.651	58	57.2	0.1786	52.99	53.1	52.8	0.0907	56.21	56.5	55.8	0.187	52.213	52.4	52	0.1029	55.391	55.7	55.1	0.1688	53.782	54	53.6	0.088	58.874	59.1	58.5	0.157	53.575	53.8	53.4	0.0953	57.64	58	57.2	0.1798	53.023	53.2	52.8	0.094	56.233	56.6	55.8	0.1918	23.944	24.1	23.9	0.0563	64.601	65.3	63.6	0.3533	65.553	66.3	64.6	0.3617	41.214	41.3	41.1	0.0357	27.698	27.8	27.6	0.0406	28.57	32.9	24.3	0.5007	52.595	54.3	51.5	0.7391	47.243	48.9	46.1	0.7233	32.208	32.8	31.8	0.0605	27.169	27.3	27.1	0.0833	23.952	24.3	23.6	0.1682	24.658	24.7	24.6	0.0491	24.732	24.8	24.7	0.0467	37.099	37.2	37	0.0517	35.727	35.8	35.7	0.0443	35.906	36.1	35.7	0.0622	37.474	37.5	37.4	0.0447	36.611	36.8	36.5	0.0345	36.836	37	36.7	0.0611	48.489	48.6	48.3	0.0936	48.868	49	48.6	0.1159	33.3	33.3	33.3	0	46.555	46.6	46.5	0.0495	46.572	46.6	46.5	0.0457	39.721	39.8	39.7	0.0412	38.962	39	38.9	0.0491	27	27	27	0	49.493	49.6	49.4	0.059	49.63	49.8	49.5	0.0516	43.484	43.5	43.4	0.0365	45.785	45.9	45.7	0.0367	44.205	44.3	44.1	0.0803	59.538	60	59.1	0.2429	59.391	59.8	59	0.2397	58.803	59.2	58.4	0.253	58.655	59.1	58.2	0.2484	60.112	60.5	59.7	0.246	59.392	59.8	59	0.2432	23.5	23.5	23.5	0	31.054	31.1	31	0.0496	31.054	31.1	31	0.0496	32.223	33.2	31.3	0.0952	30.53	30.9	30.3	0.0738	33	33	33	0	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.3	163.5	161.6	0.1163	164.38	164.6	164.2	0.0596	164.33	164.5	164.2	0.0586	24.579	24.6	24.5	0.0409	25.4	25.4	25.4	325.88	326.2	324.3	0.1133	326.78	327	326.4	0.1078	326.51	326.8	326.2	0.0867	162.57	162.8	162.4	0.0923	162.4	162.6	162.2	0.0571	162.18	162.3	162	0.0658	0.054	0.0599	0.05	0.0049	5.202	5.23	5.17	0.0106	1.568	1.6	1.54	0.0098	41.863	44	40.5	0.9459	41.77	43.8	40.4	0.9397	532.11	533.8	530	0.6089	3.826	3.84	3.81	0.0052	3.829	3.84	3.82	0.0036	42.955	44.3	42	0.7621	42.849	44.3	41.8	0.7704	6.623	10.4	4.2	0.796	6.597	10.1	2.7	0.9282	6.649	10.7	2.3	1.024
2024-09-10T00:10:00.000Z	34	1	train	30.974	43.2	21.1	3.883	0.031	1.08	-0.9599	0.346	0.3574	0.48948	0.2585	0.042916	74.635	76.25	72.099	0.9525	0.349	0.4778	0.254	0.041726	0.349	0.4778	0.254	0.041726	27.802	27.9	27.8	0.0119	141.71	157.71	127.24	5.714	0.1	0.1	0.1	0	0	0	-0.4968	-0.4	-0.6	0.019	-0.8793	-0.8	-0.8999	0.0404	-0.3186	0	-0.5	0.0431	31.8	31.8	31.8	0	3.427	3.427	3.427	0.36664	0.5034	0.2486	0.04367	48.532	48.6	48.3	0.0981	49.564	49.6	49.4	0.0638	49.146	49.3	48.9	0.1018	50.171	50.3	49.9	0.1049	3.1	3.1	3.1	15.179	15.5	15	0.0643	3.343	3.4	3.2	0.0506	4,999.5	5,065	4,945	17.464	543.17	544	542	0.5528	551.07	552	550	0.4173	547.44	548	546	0.5226	23.344	23.4	23.3	0.0496	1,004.8	1,004.9	1,004.8	0	18.13	18.2	18.1	0.0454	47.689	48.2	47.3	0.1441	18,783	18,858	18,711	27.189	-0.2713	-0.2399	-0.3	0.0063	-0.2693	-0.2399	-0.3	0.0045	30.385	30.7	30	0.2034	49.908	49.93	49.89	0.0096	1.928	2.1	1.7	0.0858	158.35	158.6	158	0.0646	159.66	160	159.4	0.1036	159.43	159.7	159.2	0.0971	161.83	162.1	161.6	0.0601	128.1	131.9	124.5	2.031	85.364	85.5	85.1	0.0802	85.906	86.1	85.6	0.0803	30.789	42.2	20.8	3.896	31.143	43.2	21.4	3.909	19,230	19,262	19,198	19.884	19,258	19,289	19,225	22.447	19,284	19,316	19,252	20.756	1,004.5	1,004.5	1,004.4	0	33.307	33.4	33.3	0.025	32.913	33	32.9	0.0341	31.6	31.7	31.6	0.0029	34.188	34.3	34.1	0.0539	64.763	85	61	1.857	68.564	89	65	1.849	66.087	86	62	1.858	12.8	16.1	12	0.2879	12.303	15.6	11.4	0.2915	398	398	397	0	398	398	396	0	398	398	396	0	190.01	191	190	0.0751	2,707	2,779	2,617	27.957	-1.5	-1.5	-1.5	1.709	1.74	1.68	0.0299	1.68	1.68	1.68	0	0	0	0	0	0	2.493	12.15	1.856	0	0	0	0	0	0	0	7.43	7.43	7.43	0	7.429	7.43	7.05	0.0177	0.164	0.4	-0.1	0.0593	0.89	1.11	0.6299	0.0551	0.3003	0.4799	0.0799	0.0593	0.3279	0.5	0.1299	0.0595	695.02	698	691	1.25	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.54	-1.53	-1.55	0.0072	-1.346	-1.34	-1.36	0.0048	-1.497	-1.48	-1.5	0.0044	100	100	100	37.085	11.982	15.2	11.2	0.2862	46.9	34.6	0.8432	1.486	2.9	0.2	0.4202	6.637	8.8	5.1	0.4254	91.778	94.2	89.1	0.7669	90.479	93	87.9	0.6993	59.947	64.1	52.1	1.654	58.105	62.6	51.2	1.642	80.246	86	77	1.782	119.05	123	116	1.523	4.926	5.02	4.86	0.0245	4.922	5.02	4.85	0.024	0.002964	0.0131	-0.004	0.003155	0.136504	0.226	0.0744	0.026072	-0.170884	-0.1588	-0.1804	0.003943	0.029706	0.042	0.02	0.004018	-4.529	30.45	-41.2	12.195	3.781	9.8	-1.4	2.577	-3.191	36.3	-43.5	13.304	-5.868	36.7	-45.8	12.192	31.187	44	21	3.853	30.928	44	20	3.866	31.082	44	21	3.859	407.08	505	328	32.502	407.22	508	329	32.497	406.98	504	327	32.445	2,712	3,098	2,399	127.19	2,712	3,092	2,398	127.06	2,711.4	3,088	2,395	126.96	19,163	19,650	18,540	210.32	19,222	19,741	18,600	211.14	19,233	19,701	18,580	175.49	50.001	50.002	49.904	0.0064	11.364	12.65	10.21	0.4576	11.371	12.65	10.2	0.4573	112.62	125.46	101.48	4.545	112.8	125.61	101.66	4.548	-0.0036	1	-1	0.0875	0.0001	1	-1	0.0532	-0.0023	0	-1	0.0482	52.369	52.6	52.1	0.153	56.258	56.7	55.8	0.2776	54.202	54.5	53.9	0.1505	59.749	60.1	59.2	0.2783	54.013	54.3	53.8	0.1367	58.593	59.1	58	0.3126	53.405	53.6	53.1	0.1417	57.114	57.6	56.5	0.307	52.635	52.8	52.4	0.1319	56.207	56.6	55.7	0.2835	54.233	54.5	53.9	0.165	59.674	60.1	59.1	0.2809	54.014	54.3	53.8	0.1338	58.57	59	58	0.3194	53.454	53.6	53.2	0.1434	57.129	57.6	56.5	0.308	23.921	24	23.8	0.0588	66.295	67	65	0.5072	67.336	68.2	66	0.5361	41.227	41.3	41.1	0.0469	27.768	27.8	27.6	0.0502	28.594	34.2	23.2	0.5622	52.701	53.9	51.2	0.9197	47.378	48.6	46	0.9173	32.194	32.8	31.5	0.0652	27.007	27.1	26.8	0.0701	23.91	24.3	23.7	0.1287	24.6	24.6	24.6	0	24.65	24.7	24.6	0.0497	37.017	37.1	36.9	0.0423	35.641	35.7	35.6	0.0489	35.822	35.9	35.7	0.0468	37.384	37.4	37.3	0.0362	36.517	36.6	36.5	0.0383	36.713	36.8	36.6	0.0459	48.709	49	48.6	0.1269	49.129	49.3	49	0.1203	33.3	33.3	33.3	0	46.867	47	46.6	0.1258	46.899	47	46.6	0.1235	39.796	39.8	39.7	0.0203	38.902	39	38.8	0.016	27	27	27	0	49.7	49.8	49.6	0.0898	49.863	50	49.7	0.0927	43.592	43.7	43.5	0.0433	45.952	46.1	45.8	0.0527	44.342	44.5	44.3	0.0503	60.604	61.3	60	0.3816	60.439	61.1	59.8	0.3715	59.867	60.5	59.2	0.3835	59.693	60.3	59.1	0.3709	61.134	61.8	60.5	0.3714	60.413	61	59.8	0.3727	23.486	23.5	23.4	0.0352	31.044	31.1	31	0.0495	31.044	31.1	31	0.0495	32.202	33.2	31.3	0.0868	30.499	30.9	30.1	0.0469	33	33	33	0	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.3	163.5	161.5	0.1116	164.38	164.5	164.1	0.0624	164.33	164.5	164.2	0.062	24.587	24.6	24.5	0.0337	25.4	25.4	25.4	325.88	326.1	324	0.0975	326.77	327	326.4	0.0604	326.51	326.8	326.2	0.0754	162.59	162.8	162.4	0.0653	162.39	162.5	162.3	0.0623	162.18	162.3	162	0.0529	0.0599	0.0599	0.05	0	5.254	5.3	5.2	0.0205	1.624	1.67	1.57	0.0217	41.851	43.3	39.9	1.144	41.758	43.1	39.8	1.144	531.72	534.1	529.4	0.6273	3.826	3.83	3.81	0.0048	3.829	3.83	3.82	0.0032	42.969	43.8	41.5	0.6923	42.865	43.7	41.5	0.6877	7.225	9.75	4.2	0.7876	7.187	10.3	3.1	0.9348	7.263	11	2.8	1.079
2024-09-10T00:20:00.000Z	34	2	train	26.972	43.2	18.5	4.685	-0.0094	1.2	-1.18	0.381	0.31184	0.47948	0.22178	0.0525	74.556	76.25	70.75	0.9598	0.30416	0.4678	0.22	0.051164	0.30416	0.4678	0.22	0.051164	27.794	27.9	27.7	0.0448	135.29	156.01	121.49	7.257	0.1	0.1	0.1	0	0	0	-0.496	-0.4	-0.6	0.0214	-0.8768	-0.8	-0.8999	0.0421	-0.3023	-0.3	-0.4	0.015	31.8	31.8	31.8	0	3.427	3.427	3.427	0.32102	0.4712	0.2304	0.051308	48.738	49	48.5	0.1781	49.812	50.1	49.5	0.2143	49.387	49.7	49.1	0.1651	50.416	50.7	50.1	0.1838	3.1	3.1	3.1	15.134	15.5	15	0.0633	3.352	3.4	3.2	0.0502	5,000	5,054	4,943	16.132	543.24	544	542	0.5924	551.16	552	550	0.4927	547.5	549	546	0.5291	23.393	23.5	23.3	0.0455	1,004.9	1,004.9	1,004.8	0.1087	18.339	18.4	18.2	0.074	47.641	48.1	47.1	0.1411	18,792	18,864	18,724	27.377	-0.2713	-0.2399	-0.3	0.0063	-0.2693	-0.2399	-0.3	0.0045	30.787	30.9	30.6	0.065	49.913	49.93	49.89	0.0028	6.174	166.3	1.7	22.665	158.58	160.3	158	0.6168	159.88	161.5	159.2	0.5948	159.63	161.5	159.1	0.6264	162.06	163.7	161.5	0.6222	128.87	160.9	119.9	12.347	85.358	85.5	84.9	0.0853	85.885	86.1	85.5	0.0765	26.833	41.6	18.5	4.679	27.155	43.2	18.5	4.716	19,229	19,262	19,203	21.09	19,257	19,289	19,230	20.613	19,285	19,316	19,257	20.322	1,004.5	1,004.6	1,004.4	0.0645	33.322	33.4	33.3	0.0413	32.904	33	32.9	0.0198	31.601	31.7	31.5	0.0146	34.253	34.3	34.2	0.0495	63.606	89	61	1.908	67.418	93	65	1.896	64.95	90	62	1.895	12.638	16.8	12	0.2982	12.142	16.3	11.6	0.3032	398	398	396	0	398	398	397	0	398	398	396	0	189.82	191	189	0.4071	2,721.6	2,783	2,617	28.775	-1.5	-1.5	-1.5	1.709	1.74	1.68	0.0299	1.68	1.68	1.68	0.0649	5.5	0.4152	0	0	0	0.4728	3.84	1.262	0.8093	12.15	0	1.593	0	0	0	7.43	7.43	7.43	0	7.426	7.43	7.05	0.039	0.1667	0.4099	-0.0599	0.0619	0.8924	1.11	0.66	0.0575	0.3	0.4799	0.1	0.0537	0.3275	0.5099	0.1099	0.0541	696.71	701	693	1.681	0.0241	1	0.1535	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.539	-1.53	-1.55	0.0069	-1.346	-1.34	-1.36	0.0049	-1.497	-1.48	-1.5	0.0048	100	100	100	36.601	11.821	16	11.2	0.2956	49.1	34.9	0.8755	1.559	3.1	-0.2	0.4213	6.72	9	5.3	0.4325	91.717	94.2	89.1	0.758	90.47	93.5	88.1	0.7067	59.634	64.7	54.3	1.622	57.802	63.2	51.2	1.587	79.646	88	76	2.091	118.42	126	115	1.79	4.89	4.99	4.82	0.0247	4.889	4.99	4.82	0.0235	0.003616	0.01338	-0.00318	0.003057	0.11024	0.2122	0.0624	0.029942	-0.173892	-0.1598	-0.1818	0.004521	0.026682	0.0412	0.0188	0.00459	-10.689	28.6	-46.3	12.4	-2.963	2.2	-6.9	2.08	-9.433	44.2	-48.4	13.289	-11.946	32.8	-50.6	12.772	27.175	42	18	4.64	26.923	43	18	4.68	27.08	43	18	4.665	371.31	496	299	40.358	371.56	496	298	40.384	371.37	496	300	40.356	2,570.9	3,053	2,280	159.09	2,571.2	3,052	2,280	159.26	2,570.8	3,049	2,277	159.11	19,157	19,682	18,456	214.94	19,228	19,727	18,526	211.48	19,230	19,695	18,663	178.28	50.001	50.002	49.904	0.0107	10.85	12.5	9.73	0.5822	10.858	12.52	9.74	0.5824	107.55	124.22	96.7	5.777	107.72	124.38	96.88	5.782	0.0005	1	-1	0.0885	0.0001	1	-1	0.0387	-0.0006	1	-1	0.0447	52.604	52.7	52.6	0.0192	56.789	56.8	56.7	0.03	54.5	54.5	54.5	0	60.213	60.3	60.1	0.0609	54.3	54.4	54.3	0.0092	59.07	59.3	59	0.0798	53.703	53.8	53.6	0.0302	57.569	57.8	57.5	0.0768	52.915	53	52.8	0.0571	56.72	56.8	56.6	0.0636	54.5	54.5	54.5	0	60.118	60.2	60.1	0.0397	54.3	54.3	54.3	0	59.076	59.2	59	0.0683	53.757	53.8	53.6	0.0495	57.596	57.8	57.5	0.092	23.834	23.9	23.8	0.047	66.303	67.4	65.6	0.4752	67.283	68.5	66.6	0.5168	41.296	41.4	41.2	0.0535	27.877	27.9	27.8	0.042	28.661	32.3	23.8	0.5132	52.692	54.1	51	1.009	47.38	48.7	45.6	0.9896	32.161	32.8	31.3	0.0947	26.982	27	26.9	0.0384	23.511	24.2	23.1	0.2954	24.6	24.6	24.6	0	24.6	24.6	24.6	0	36.982	37.1	36.9	0.0422	35.6	35.6	35.6	0	35.789	35.9	35.7	0.0429	37.301	37.4	37.3	0.0121	36.5	36.5	36.4	0	36.613	36.7	36.6	0.0333	49.162	49.4	49	0.1295	49.623	49.8	49.3	0.1374	33.249	33.3	33.2	0.0503	47.105	47.4	46.9	0.1597	47.122	47.4	46.9	0.1552	39.707	39.8	39.6	0.0443	38.801	38.9	38.8	0.0129	27	27	27	0	49.957	50.1	49.8	0.0679	50.084	50.2	50	0.0526	43.785	43.9	43.7	0.0528	46.128	46.3	46	0.0536	44.528	44.6	44.4	0.0462	61.552	61.7	61.2	0.1208	61.382	61.5	61	0.1173	60.815	61	60.5	0.1091	60.624	60.8	60.3	0.1032	62.052	62.2	61.7	0.1039	61.344	61.5	61	0.1178	23.5	23.5	23.5	0	31.01	31.1	31	0.0307	31.01	31.1	31	0.0307	32.185	33	31.5	0.0967	30.464	30.9	30.1	0.082	32.999	33	32.9	0.0121	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.31	163.5	163.1	0.0667	164.38	164.6	164.2	0.0555	164.34	164.5	164.2	0.0643	24.58	24.6	24.5	0.04	25.4	25.4	25.4	325.9	326.2	325.6	0.1092	326.78	327	326.5	0.096	326.51	326.8	326.2	0.0851	162.59	162.7	162.4	0.0695	162.39	162.5	162.3	0.0711	162.18	162.3	162	0.0569	0.0599	0.0599	0.0599	0	5.286	5.31	5.26	0.0085	1.66	1.7	1.63	0.0084	41.457	43.1	39.5	1.216	41.365	43.1	39.3	1.224	531.38	533.8	529.4	0.6421	3.823	3.83	3.81	0.0058	3.828	3.83	3.82	0.0036	42.322	43.6	41.1	0.9011	42.217	43.5	41	0.8984	6.79	9.35	4.2	0.8197	6.71	10.1	3.6	0.9508	6.869	10	2.7	1.067
2024-09-10T00:30:00.000Z	34	3	train	31.672	43.9	19.8	4.653	0.0015	1.04	-0.86	0.3438	0.36636	0.50508	0.24354	0.05285	74.542	77.654	70.75	0.9442	0.3568	0.4856	0.2394	0.051222	0.3568	0.4856	0.2394	0.051222	27.823	27.9	27.8	0.0422	142.72	158.69	125.29	6.841	0.1	0.1	0.1	0	0	0	-0.4986	-0.4	-0.6	0.0208	-0.8843	-0.8	-0.8999	0.0363	-0.3016	-0.3	-0.4	0.0128	31.746	31.8	31.7	0.0496	3.427	3.427	3.427	0.37418	0.5124	0.2518	0.051996	49.008	49.1	48.9	0.0309	50.043	50.3	50	0.0635	49.643	49.9	49.6	0.072	50.666	51	50.6	0.0988	3.1	3.1	3.1	15.173	15.3	15	0.0571	3.36	3.4	3.2	0.0492	4,999.9	5,056	4,944	17.318	543.4	545	542	0.6436	551.31	553	550	0.5475	547.67	549	546	0.6162	23.456	23.5	23.4	0.0494	1,004.8	1,004.9	1,004.8	0	18.4	18.4	18.4	0	47.518	48.1	47	0.1839	18,777	18,846	18,717	24.558	-0.2714	-0.2399	-0.3	0.0065	-0.2694	-0.2399	-0.3	0.0045	30.849	31.1	30.6	0.1583	49.917	49.94	49.9	0.0128	2.165	2.7	1.7	0.2155	159.51	159.8	159.3	0.0916	160.68	161	160.4	0.0842	160.58	160.9	160.2	0.0972	162.96	163.3	162.7	0.1128	141.45	148.1	136.4	3.191	85.367	85.5	85.1	0.0797	85.889	86.1	85.6	0.0839	31.463	44.2	20.1	4.678	31.884	44.8	19.8	4.741	19,241	19,268	19,209	20.854	19,270	19,300	19,235	19.542	19,297	19,327	19,268	19.043	1,004.5	1,004.6	1,004.4	0	33.302	33.4	33.3	0.0134	32.9	33	32.9	0.007	31.591	31.6	31.5	0.0283	34.295	34.3	34.2	0.0222	64.676	67	61	1.798	68.477	71	65	1.795	66.014	69	62	1.804	12.79	13.4	12.1	0.2695	12.294	12.8	11.6	0.2737	398.03	399	398	0.1663	398.15	399	398	0.3475	398.08	399	398	0.2626	189.42	190	188	0.4947	2,690.5	2,771	2,607	31.29	-1.5	-1.5	-1.5	1.71	1.74	1.68	0.03	1.68	1.68	1.68	0	0	0	0	0	0	0	0	0	2.499	3.84	0	1.831	0	0	0	7.43	7.43	7.43	0	7.427	7.43	7.05	0.0334	0.1624	0.4099	-0.1099	0.0656	0.8885	1.15	0.6299	0.0618	0.2998	0.56	0.0599	0.0683	0.3273	0.5899	0.1099	0.0681	695.85	701	690	2.352	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.54	-1.53	-1.55	0.007	-1.346	-1.34	-1.36	0.005	-1.497	-1.48	-1.5	0.0045	100	100	100	37.05	11.966	12.6	11.3	0.2681	38.6	35.3	0.7882	1.504	3.1	-0.2	0.4362	6.659	8.8	5.1	0.4444	91.789	94.5	88.6	0.7762	90.494	93.8	87.9	0.7244	59.724	64.7	52.5	1.581	57.912	62.6	51.5	1.569	80.601	85	76	1.675	119.17	123	115	1.431	4.861	4.94	4.8	0.0175	4.858	4.94	4.81	0.0196	0.00641	0.01568	0	0.003412	0.141914	0.2432	0.0736	0.032558	-0.16778	-0.1558	-0.1788	0.004709	0.033052	0.045	0.0218	0.004805	-11.212	29.45	-42.6	11.73	-3.004	0	-7.1	1.606	-9.958	39.4	-45.5	12.728	-12.466	30.3	-46.9	12.119	31.852	46	19	4.664	31.601	46	20	4.675	31.748	46	19	4.672	412.79	513	313	39.34	413.04	513	317	39.319	412.85	510	317	39.28	2,733.4	3,122	2,339	153.67	2,733.9	3,114	2,352	153.58	2,733.4	3,118	2,351	153.33	19,167	19,779	18,559	214.4	19,239	19,770	18,625	211.34	19,245	19,771	18,704	179.28	50.001	50.002	49.904	0.0105	11.445	12.72	9.99	0.5498	11.453	12.73	10.02	0.55	113.44	126.07	99.6	5.453	113.63	126.57	99.78	5.46	-0.0024	1	-1	0.0884	0.0006	1	0	0.0258	-0.0006	0	-1	0.0258	52.93	53.1	52.7	0.1267	57.196	57.5	56.8	0.2334	54.769	55	54.5	0.1648	60.627	60.9	60.3	0.2276	54.585	54.8	54.4	0.1452	59.528	59.9	59.1	0.2852	53.959	54.1	53.8	0.1271	58.002	58.4	57.6	0.2777	53.169	53.3	53	0.1284	57.114	57.4	56.8	0.2325	54.79	55	54.5	0.1599	60.55	60.8	60.2	0.2222	54.579	54.8	54.3	0.1311	59.521	59.9	59.1	0.2894	54.003	54.2	53.8	0.1514	58.019	58.4	57.6	0.2784	23.818	23.9	23.7	0.0396	67.071	67.9	66.1	0.5836	68.109	69	67	0.6153	41.463	41.5	41.4	0.0483	27.939	28	27.9	0.0487	28.715	33	23.4	0.5453	52.003	53.3	51.1	0.5842	46.69	48	45.9	0.5791	32.121	32.6	31.5	0.1097	26.82	26.9	26.8	0.0402	23.567	23.9	23.4	0.0897	24.588	24.6	24.5	0.0329	24.6	24.6	24.6	0	36.934	37.1	36.8	0.0484	35.595	35.6	35.5	0.022	35.758	35.9	35.6	0.0503	37.3	37.3	37.3	0	36.469	36.5	36.4	0.0458	36.6	36.6	36.6	0	49.331	49.4	49.1	0.0746	49.853	50	49.7	0.0936	33.2	33.2	33.2	0	47.212	47.4	47.1	0.0897	47.217	47.4	47.1	0.0916	39.6	39.6	39.6	0	38.788	38.8	38.7	0.0314	26.934	27	26.9	0.0474	50.162	50.3	50	0.0771	50.314	50.5	50.1	0.0708	43.965	44	43.9	0.048	46.323	46.4	46.2	0.0534	44.687	44.8	44.6	0.0829	62.128	62.6	61.6	0.2939	61.942	62.4	61.5	0.2992	61.364	61.8	60.9	0.292	61.178	61.7	60.7	0.284	62.596	63.1	62.1	0.2776	61.895	62.4	61.5	0.2773	23.454	23.5	23.4	0.0497	31.086	31.1	31	0.0348	31.086	31.1	31	0.0348	32.142	33.4	31.5	0.1343	30.394	30.7	29.9	0.1048	33	33	33	0	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.21	163.4	161.9	0.0941	164.39	164.6	164.2	0.0567	164.34	164.5	164.2	0.0541	24.586	24.6	24.5	0.0348	25.4	25.4	25.4	325.85	326.2	324.5	0.1064	326.78	327	326.4	0.0981	326.51	326.8	326.3	0.0779	162.64	162.8	162.5	0.0695	162.39	162.5	162.1	0.0726	162.17	162.3	162	0.0616	0.0599	0.0599	0.0599	0	5.295	5.34	5.26	0.016	1.67	1.71	1.63	0.0171	40.511	41.8	39.5	0.6678	40.416	41.8	39.4	0.6693	531.29	533.2	529.4	0.6209	3.828	3.84	3.81	0.0038	3.83	3.84	3.82	0	41.869	43.1	41.1	0.5552	41.766	43	41	0.5536	7.094	10.1	4.05	0.8657	7.005	9.6	2.9	0.9991	7.183	11.1	1.4	1.104
2024-09-10T00:40:00.000Z	34	4	train	30.018	42.2	19.5	4.684	-0.0115	1.42	-0.91	0.4036	0.34734	0.48332	0.23578	0.05278	74.559	76.25	70.75	0.9726	0.33842	0.4652	0.2306	0.051226	0.33842	0.4652	0.2306	0.051226	27.834	28	27.8	0.0637	140.23	156.69	123.93	6.887	0.1	0.1	0.1	0	0	0	-0.4997	-0.4	-0.6	0.0147	-0.8832	-0.8	-0.8999	0.0373	-0.3018	-0.3	-0.4	0.0134	31.793	31.8	31.7	0.0265	3.427	3.427	3.427	0.3561	0.4888	0.2422	0.052884	49.308	49.4	49.1	0.0597	50.456	50.5	50.3	0.0715	50.065	50.1	49.9	0.0662	51.088	51.2	50.9	0.0399	3.1	3.1	3.1	15.035	15.4	14.7	0.1773	3.371	3.4	3.2	0.0452	5,000	5,061	4,940	17.207	542.99	545	542	0.6107	550.97	553	550	0.4952	547.35	549	546	0.5948	23.451	23.5	23.3	0.0522	1,004.8	1,004.9	1,004.8	0.1544	18.4	18.4	18.4	0	47.465	48.2	46.9	0.1916	18,784	18,894	18,711	30.68	-0.2723	-0.2399	-0.3	0.0081	-0.2691	-0.2399	-0.3	0.0051	31.181	31.3	31.1	0.0467	49.918	49.94	49.89	0.0142	1.921	2.1	1.7	0.0823	159.38	159.6	159	0.0804	160.58	160.9	160.4	0.0716	160.44	160.7	160.2	0.1034	162.83	163.2	162.6	0.0707	132.31	136.7	128.4	2.29	85.339	85.5	84.9	0.0902	85.863	86.1	85.6	0.0748	29.868	42.6	19.5	4.7	30.25	43.2	19.5	4.689	19,233	19,268	19,209	18.663	19,261	19,284	19,225	19.389	19,286	19,311	19,257	18.11	1,004.5	1,004.6	1,004.4	0	33.304	33.4	33.3	0.0169	32.9	32.9	32.9	0	31.545	31.6	31.5	0.0495	34.3	34.3	34.3	0	65.331	84	61	1.483	69.118	88	65	1.468	66.627	86	62	1.46	12.872	16	12.1	0.2287	12.38	15.6	11.6	0.2363	398.01	399	397	0.0784	398.03	399	397	0.1618	398.02	399	397	0.1577	189.95	190	189	0.2095	2,707.3	2,768	2,613	29.547	-1.5	-1.5	-1.5	1.705	1.74	1.68	0.0295	1.68	1.68	1.68	0	0	0	3.235	12.15	1.427	0	0	0	0	0	0	0	0	0	0	7.43	7.43	7.43	0	7.408	7.43	7.05	0.0895	0.1629	0.4099	-0.07	0.0609	0.8893	1.11	0.66	0.0566	0.299	0.4799	0.1199	0.0521	0.3263	0.5099	0.14	0.0526	699.51	702	696	1.301	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.539	-1.53	-1.55	0.0069	-1.346	-1.34	-1.36	0.005	-1.497	-1.48	-1.5	0.0044	100	100	100	37.31	12.059	15.2	11.2	0.2333	46.8	35.1	0.6717	1.501	2.9	0.2	0.4267	6.669	8.8	5.1	0.4373	91.933	94.5	88.9	0.7968	90.666	93.5	87.9	0.7439	59.684	65	52.5	1.665	57.841	63.2	51.5	1.657	81.11	86	77	1.863	119.58	124	116	1.537	4.828	4.9	4.76	0.0154	4.826	4.89	4.77	0.0136	0.004812	0.01498	0	0.00344	0.130724	0.2192	0.0676	0.032426	-0.170068	-0.158	-0.1794	0.004657	0.030576	0.043	0.0212	0.004742	-11.626	31	-43.4	11.928	-3.697	0	-7.8	2.015	-10.3	38.9	-43.5	12.543	-12.951	32.7	-48.8	12.745	30.235	43	19	4.64	29.953	43	19	4.669	30.142	44	19	4.659	398.65	497	306	39.328	398.91	499	309	39.362	398.68	498	308	39.274	2,677.3	3,062	2,317	153.9	2,677.7	3,077	2,320	153.99	2,677.3	3,070	2,318	153.82	19,163	19,745	18,518	212.95	19,228	19,765	18,513	210.58	19,234	19,691	18,545	178.4	50.002	50.002	50.002	0	11.247	12.54	9.93	0.5534	11.255	12.54	9.94	0.5541	111.47	124.4	98.55	5.488	111.65	124.71	98.63	5.495	0	1	-1	0.0837	0	1	-1	0.0365	0.0001	1	-1	0.0387	53.205	53.3	53.1	0.0807	57.654	57.8	57.5	0.0702	55.064	55.1	55	0.0473	61.054	61.2	60.9	0.058	54.858	55	54.8	0.0556	60.022	60.1	59.8	0.0557	54.271	54.3	54.1	0.0514	58.458	58.6	58.3	0.0602	53.459	53.5	53.3	0.0498	57.572	57.7	57.4	0.0587	55.082	55.2	55	0.0584	61.012	61.1	60.8	0.0572	54.851	55	54.8	0.0696	60.006	60.1	59.8	0.0614	54.316	54.4	54.2	0.0469	58.494	58.6	58.3	0.0623	23.859	24	23.8	0.0493	67.307	68	66.6	0.2878	68.311	69.1	67.6	0.3331	41.514	41.6	41.5	0.0342	27.989	28	27.9	0.031	28.833	33.2	22.4	0.5752	52.713	54	51.8	0.6808	47.388	48.7	46.5	0.6885	32.062	32.6	31.5	0.1005	26.813	26.9	26.8	0.0336	23.656	24	23.3	0.1581	24.5	24.5	24.5	0	24.542	24.6	24.5	0.0493	36.902	37	36.8	0.0395	35.534	35.6	35.5	0.0466	35.726	35.8	35.6	0.0464	37.293	37.3	37.2	0.026	36.405	36.5	36.4	0.0223	36.6	36.6	36.6	0	49.623	49.9	49.1	0.2019	50.157	50.4	49.9	0.1192	33.2	33.2	33.2	0	47.527	47.6	47.4	0.0481	47.534	47.6	47.4	0.0511	39.541	39.6	39.5	0.0499	38.638	38.7	38.6	0.0493	27	27	27	0	50.413	50.5	50.3	0.0882	50.549	50.7	50.4	0.0504	44.121	44.2	44	0.0524	46.523	46.6	46.4	0.0569	44.868	45	44.8	0.0804	62.84	63	62.6	0.121	62.637	62.8	62.4	0.1196	62.061	62.2	61.8	0.1069	61.854	62.1	61.6	0.1195	63.301	63.5	63	0.1344	62.606	62.8	62.3	0.1267	23.498	23.5	23.4	0.0149	31.085	31.1	31	0.0356	31.085	31.1	31	0.0356	32.062	32.6	31.3	0.163	30.313	30.7	30.1	0.0591	33	33	33	0	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.29	163.5	161.7	0.1059	164.39	164.6	164.2	0.0671	164.34	164.5	164.1	0.0601	24.583	24.6	24.5	0.0381	25.4	25.4	25.4	325.88	326.2	324.2	0.1058	326.78	327.1	326.4	0.0913	326.51	326.8	326.1	0.0696	162.59	162.8	162.4	0.0716	162.39	162.5	162.2	0.0576	162.17	162.3	162	0.0697	0.0599	0.0599	0.0599	0	5.327	5.36	5.3	0.0081	1.705	1.72	1.68	0.0075	41.31	42.8	40.1	0.846	41.216	42.7	40	0.8464	530.98	532.8	529	0.6285	3.827	3.83	3.81	0.0047	3.83	3.84	3.82	0.0022	42.52	43.3	41.6	0.5033	42.413	43.2	41.5	0.5042	7.014	9.7	4.05	0.8758	6.891	9.8	1.7	1.004	7.136	10.5	1.6	1.122
2024-09-10T00:50:00.000Z	34	5	train	26.625	35.7	16.6	4.138	-0.0156	0.7599	-0.79	0.2944	0.30756	0.40408	0.19932	0.046146	74.598	76.25	70.75	0.948	0.30044	0.3862	0.196	0.04507	0.30044	0.3862	0.196	0.04507	27.846	28	27.8	0.0629	134.84	147.13	117.15	6.755	0.1	0.1	0.1	0	0	0	-0.5	-0.4	-0.6	0.015	-0.8835	-0.8	-0.8999	0.037	-0.3023	-0.3	-0.4	0.0152	31.792	31.8	31.7	0.026	3.427	3.427	3.427	0.31708	0.4106	0.2048	0.045712	49.385	49.6	49.3	0.1101	50.494	50.8	50.4	0.1276	50.109	50.3	50	0.0788	51.132	51.4	51	0.1	3.1	3.1	3.1	14.724	14.9	14.6	0.0857	3.351	3.4	3.2	0.0504	5,000	5,058	4,942	16.086	543.13	544	542	0.5946	551.06	552	550	0.4691	547.39	548	546	0.5664	23.455	23.5	23.4	0.0495	1,004.8	1,004.9	1,004.7	0.0978	18.303	18.4	18.2	0.0521	47.48	48.5	46.7	0.244	18,774	18,858	18,705	29.779	-0.2752	-0.27	-0.3	0.0114	-0.2697	-0.2399	-0.3	0.0037	31.099	31.2	30.9	0.0864	49.899	49.93	49.88	0.0058	1.933	2.2	1.6	0.0872	159.31	159.6	159	0.0657	160.51	160.7	160.3	0.0782	160.33	160.6	160.1	0.0912	162.76	163	162.4	0.0623	125.15	128.6	121.9	1.882	85.334	85.5	84.9	0.0931	85.85	86.1	85.6	0.0738	26.465	35.4	16.2	4.153	26.802	35.4	16.6	4.145	19,222	19,252	19,187	21.742	19,251	19,278	19,219	21.9	19,277	19,305	19,246	22.428	1,004.4	1,004.5	1,004.3	0	33.293	33.3	33.2	0.0262	32.892	32.9	32.8	0.0279	31.502	31.6	31.4	0.0166	34.327	34.4	34.3	0.0439	63.899	67	61	1.852	67.668	71	64	1.857	65.199	69	62	1.869	12.658	13.3	12	0.284	12.163	12.8	11.6	0.2874	398	398	397	0.0688	398	398	398	0	398	398	397	0	190	190	189	0.0317	2,731	2,801	2,665	26.232	-1.5	-1.5	-1.5	1.702	1.74	1.68	0.0289	1.68	1.68	1.68	0	0	0	1.7	3.84	1.907	0	0	0	0	0	0	0	0	0	0	7.43	7.43	7.43	0	7.414	7.43	7.05	0.0762	0.1672	0.43	-0.1099	0.0581	0.8947	1.16	0.62	0.0535	0.299	0.4799	0.1199	0.0499	0.3267	0.5	0.17	0.0504	699.71	702	696	1.44	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.538	-1.53	-1.55	0.0067	-1.346	-1.34	-1.36	0.005	-1.497	-1.48	-1.5	0.0045	100	100	100	36.667	11.846	12.5	11.2	0.2857	38.4	34.8	0.834	1.502	3.1	-0.6999	0.4256	6.675	9.2	5.1	0.4307	91.891	95	89.1	0.772	90.612	93	87.2	0.7206	59.735	64.7	53.4	1.694	57.902	62.2	51.5	1.678	80.066	86	77	1.634	118.62	123	115	1.416	4.818	4.87	4.76	0.0147	4.818	4.87	4.76	0.0133	0.001471	0.0123	-0.00666	0.002579	0.107854	0.164	0.0504	0.025086	-0.176058	-0.167	-0.1862	0.004517	0.024376	0.0336	0.014	0.004585	-8.877	27.15	-45.9	12.371	-1.63	1.6	-6.4	1.882	-7.62	34.1	-43.7	13.731	-10.135	30	-51.6	12.303	26.88	38	17	4.146	26.569	37	16	4.149	26.777	37	16	4.138	368.68	440	278	36.63	368.93	441	277	36.614	368.76	443	277	36.596	2,558	2,840	2,184	146.05	2,558.3	2,840	2,185	145.97	2,558.1	2,839	2,186	145.93	19,166	19,627	18,533	209.36	19,215	19,724	18,474	216.45	19,217	19,666	18,659	176	50.001	50.002	49.904	0.0054	10.813	11.78	9.4	0.5419	10.821	11.8	9.4	0.5425	107.17	117.02	93.23	5.369	107.35	117.29	93.42	5.369	-0.0024	1	-1	0.0921	0.0008	1	-1	0.0465	0.0008	1	0	0.0288	53.381	53.4	53.3	0.0393	57.779	57.8	57.7	0.0396	55.215	55.3	55.1	0.0583	61.188	61.3	61.1	0.0802	54.998	55	54.9	0.0155	60.08	60.2	59.9	0.0759	54.427	54.5	54.3	0.0528	58.503	58.6	58.3	0.0856	53.598	53.7	53.5	0.0304	57.714	57.8	57.6	0.0778	55.244	55.3	55.1	0.0502	61.101	61.2	61	0.0594	55	55	55	0	60.058	60.2	59.9	0.0608	54.48	54.5	54.4	0.0391	58.53	58.6	58.3	0.0823	23.778	23.8	23.7	0.0419	66.844	67.5	66	0.4125	67.81	68.5	66.9	0.4471	41.612	41.7	41.5	0.0345	28.002	28.1	28	0.0156	28.848	33.8	23.5	0.5454	52.443	54.3	51.5	0.9233	47.133	48.9	46.2	0.9303	32.016	32.6	31.5	0.0727	26.804	26.9	26.7	0.0319	23.656	24	23.2	0.1795	24.5	24.5	24.5	0	24.5	24.5	24.5	0	36.869	36.9	36.8	0.046	35.501	35.6	35.5	0.0125	35.705	35.8	35.6	0.0353	37.212	37.3	37.1	0.0319	36.399	36.4	36.3	0.0136	36.598	36.6	36.5	0.0137	50.024	50.1	49.9	0.0729	50.491	50.5	50.4	0.0288	33.199	33.2	33.1	0.0099	47.562	47.8	47.5	0.104	47.57	47.9	47.5	0.1108	39.441	39.5	39.3	0.0615	38.513	38.6	38.4	0.045	27	27	27	0	50.602	50.7	50.5	0.0543	50.757	50.8	50.6	0.0641	44.308	44.4	44.2	0.0529	46.716	46.8	46.6	0.0841	45.054	45.1	45	0.0506	63.136	63.2	63	0.0547	62.934	63.1	62.8	0.0615	62.342	62.4	62.2	0.0651	62.133	62.2	62	0.0564	63.57	63.7	63.5	0.05	62.884	63	62.7	0.0435	23.42	23.5	23.4	0.0402	31.166	31.3	31.1	0.063	31.166	31.3	31.1	0.063	31.985	32.6	31.1	0.1509	30.297	30.5	29.9	0.0453	33.002	33.1	33	0.014	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.35	163.5	163.1	0.074	164.39	164.6	164.2	0.0646	164.34	164.5	164.2	0.0515	24.577	24.6	24.5	0.0416	25.4	25.4	25.4	325.9	326.2	325.6	0.0945	326.78	327	326.5	0.088	326.51	326.8	326.2	0.0867	162.55	162.7	162.3	0.0829	162.39	162.5	162.2	0.0576	162.17	162.3	162	0.0687	0.0599	0.0599	0.0599	0	5.314	5.34	5.27	0.0133	1.692	1.72	1.66	0.0129	40.703	42.9	39.7	1.052	40.607	42.8	39.6	1.058	530.92	532.8	529	0.6343	3.827	3.83	3.81	0.0047	3.83	3.84	3.82	0	41.782	43.3	41.1	0.6197	41.674	43.2	41.1	0.6155	6.802	9.3	3.75	0.8601	6.722	10.5	2.2	1.016	6.882	10.6	2.9	1.052
2024-09-10T01:00:00.000Z	34	6	train	22.57	32.8	14.6	4.059	-0.0007	0.85	-0.9599	0.3324	0.26072	0.36824	0.17882	0.045408	74.607	76.25	70.75	1	0.25462	0.3556	0.177	0.044594	0.25462	0.3556	0.177	0.044594	28.004	28.1	28	0.0201	127.67	143.16	113.57	7.226	0.1	0.1	0.1	0	0	0	-0.4996	-0.4	-0.6	0.0128	-0.8858	-0.8	-0.8999	0.0348	-0.3021	-0.3	-0.4	0.0146	31.8	31.8	31.8	0	3.427	3.427	3.427	0.27112	0.3926	0.1896	0.046412	49.706	49.8	49.6	0.079	50.807	51	50.7	0.0873	50.332	50.5	50.2	0.068	51.294	51.4	51.1	0.0789	3.1	3.1	3.1	14.778	15.1	14.6	0.0857	3.353	3.4	3.2	0.0504	5,000.1	5,054	4,952	14.804	542.77	544	541	0.5565	550.76	552	549	0.5109	547.02	548	546	0.5886	23.451	23.5	23.4	0.05	1,004.9	1,004.9	1,004.8	0	18.307	18.4	18.3	0.0249	47.594	48.4	47	0.1943	18,788	18,840	18,730	24.278	-0.2727	-0.2399	-0.3	0.0086	-0.2695	-0.2399	-0.3	0.0041	30.671	31	30.5	0.1306	49.905	49.93	49.88	0.0108	6.201	165.8	1.7	21.994	159.56	160.2	159	0.225	160.8	161.5	160.3	0.263	160.62	161.2	160.1	0.2553	163.04	163.5	162.4	0.2494	138.1	160.8	119.9	12.421	85.341	85.5	84.9	0.0895	85.846	86.1	85.6	0.0744	22.377	33.1	14.9	4.08	22.707	33.5	14.9	4.102	19,217	19,246	19,182	22.027	19,243	19,268	19,214	21.652	19,268	19,300	19,235	23.158	1,004.5	1,004.6	1,004.4	0.1328	33.219	33.3	33.2	0.0388	32.805	32.9	32.8	0.0219	31.457	31.5	31.4	0.0492	34.332	34.4	34.3	0.0469	65.384	85	61	1.719	68.923	88	65	1.732	66.442	86	62	1.73	12.834	16	12.1	0.2786	12.341	15.5	11.5	0.2826	397.65	398	396	0.4768	397.87	398	396	0.3385	397.82	398	396	0.3863	189.35	191	189	0.4848	2,751.9	2,809	2,676	26.369	-1.5	-1.5	-1.5	1.695	1.74	1.68	0.0258	1.68	1.68	1.68	0.0622	5.5	0.4077	0	0	0	0	0	0	0	0	0	0	2.953	12.15	1.65	7.43	7.43	7.43	0	7.374	7.43	7.05	0.1345	0.1722	0.37	-0.0199	0.06	0.899	1.09	0.7099	0.0553	0.3009	0.54	0.1	0.0628	0.3289	0.56	0.14	0.063	699.24	704	695	1.884	0.023	1	0.15	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.537	-1.53	-1.55	0.0067	-1.346	-1.34	-1.36	0.005	-1.497	-1.48	-1.5	0.0054	100	100	100	37.254	12.079	15.3	11.2	0.2754	46.8	34.8	0.8048	1.499	2.9	-0.4	0.4124	6.668	9.2	5.1	0.4143	91.772	94.7	88.6	0.7476	90.483	93.8	87.9	0.7151	59.83	65.3	53.4	1.696	58.049	62.2	51.5	1.664	81.698	89	76	2.077	119.91	126	115	1.665	4.823	4.88	4.75	0.0168	4.821	4.89	4.76	0.015	0.000652	0.009	-0.00712	0.001942	0.083726	0.1466	0.046	0.023666	-0.18044	-0.171	-0.1876	0.004166	0.019847	0.0294	0.0126	0.004257	-5.69	28.3	-39.35	12.716	0.9349	4.8	-4.2	1.868	-4.022	36.9	-44.5	14.182	-7.358	51.5	-47.7	12.555	22.796	34	15	4.06	22.505	34	15	4.087	22.711	34	15	4.072	330.8	418	260	37.601	331.03	417	260	37.613	330.93	416	261	37.553	2,404.7	2,746	2,110	152.28	2,404.8	2,752	2,111	152.44	2,404.9	2,750	2,107	152.21	19,150	19,659	18,448	209.55	19,212	19,720	18,611	213.74	19,213	19,716	18,618	176.27	49.999	50.002	49.904	0.0136	10.238	11.48	9.06	0.5815	10.245	11.5	9.1	0.5816	101.47	113.96	90.3	5.754	101.64	113.92	90.4	5.76	-0.0033	1	-1	0.108	0	1	-1	0.0408	-0.0006	0	-1	0.0258	53.411	53.5	53.3	0.0685	57.578	57.7	57.5	0.062	55.195	55.3	55.1	0.081	60.986	61.1	60.8	0.0921	54.992	55.1	54.9	0.0524	59.801	60	59.6	0.1238	54.428	54.5	54.3	0.0538	58.229	58.4	58	0.1187	53.641	53.8	53.6	0.0652	57.516	57.6	57.4	0.0732	55.214	55.3	55.1	0.0697	60.929	61	60.8	0.0869	55.003	55.1	54.9	0.0521	59.805	60	59.6	0.115	54.466	54.5	54.4	0.0465	58.25	58.5	58	0.1131	23.733	23.8	23.6	0.0629	65.878	66.8	65	0.4535	66.804	67.8	65.8	0.4945	41.775	41.8	41.6	0.0436	28	28	28	0	28.843	32.6	23.4	0.5292	52.972	54.6	52	0.774	47.641	49.3	46.7	0.769	32	32.6	31.5	0.058	26.762	26.8	26.6	0.0539	23.726	24.3	23.4	0.2158	24.425	24.5	24.4	0.0433	24.5	24.5	24.5	0	36.832	36.9	36.7	0.0472	35.5	35.5	35.5	0	35.672	35.8	35.6	0.0465	37.15	37.2	37.1	0.0496	36.353	36.4	36.3	0.05	36.544	36.6	36.5	0.0501	50.126	50.2	49.9	0.0874	50.546	50.6	50.5	0.0495	33.113	33.2	33.1	0.033	47.773	48	47.6	0.1353	47.796	48	47.6	0.1445	39.235	39.3	39.1	0.0786	38.322	38.4	38.3	0.0414	26.994	27	26.9	0.0242	50.756	50.8	50.7	0.05	50.908	51	50.8	0.0606	44.492	44.6	44.4	0.0371	46.914	47	46.8	0.0743	45.205	45.3	45.1	0.0716	62.874	63.1	62.7	0.083	62.689	62.9	62.5	0.0894	62.054	62.2	61.9	0.092	61.851	62	61.7	0.0998	63.314	63.5	63.1	0.0956	62.644	62.8	62.5	0.0911	23.43	23.5	23.4	0.0458	31.133	31.3	31.1	0.055	31.133	31.3	31.1	0.055	31.952	32.6	31.3	0.1333	30.284	30.7	29.9	0.063	33.003	33.1	33	0.0164	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.32	163.5	161.5	0.1018	164.4	164.6	164.2	0.0698	164.35	164.5	164.2	0.064	24.566	24.6	24.5	0.0471	25.4	25.4	25.4	325.89	326.2	324.1	0.1302	326.78	327	326.4	0.0975	326.51	326.8	326.3	0.1079	162.57	162.8	162.4	0.0741	162.38	162.5	162.2	0.0575	162.17	162.3	162	0.0528	0.0599	0.0599	0.0599	0	5.271	5.31	5.24	0.0127	1.645	1.68	1.61	0.0136	41.506	43.3	40.3	0.9524	41.415	43.3	40.2	0.9557	531.43	533.5	529.1	0.6564	3.834	3.84	3.82	0.0066	3.837	3.84	3.83	0.0043	42.792	43.8	41.8	0.6651	42.693	43.8	41.7	0.6621	6.463	9.6	3.3	0.8335	6.405	10.3	2.1	0.9851	6.521	9.5	2.9	1.052
2024-09-10T01:10:00.000Z	34	7	train	26.109	40	18.2	4.724	0.0147	1.09	-0.85	0.3678	0.301	0.4547	0.22054	0.052878	74.587	76.25	70.75	1.019	0.29388	0.4358	0.216	0.051554	0.29388	0.4358	0.216	0.051554	28	28	28	0	133.83	153.4	120.95	7.595	0.1	0.1	0.1	0	0	0	-0.4993	-0.4	-0.6	0.0131	-0.8801	-0.8	-0.8999	0.0398	-0.3018	-0.3	-0.4	0.0134	31.8	31.8	31.8	0	3.427	3.427	3.427	0.31074	0.456	0.2192	0.052216	49.862	50	49.6	0.0924	50.973	51.1	50.8	0.0923	50.516	50.6	50.3	0.1031	51.521	51.6	51.3	0.106	3.1	3.1	3.1	14.749	15	14.6	0.0819	3.366	3.4	3.2	0.0473	5,000	5,055	4,951	15.934	542.84	544	542	0.5764	550.85	552	550	0.4758	547.16	548	546	0.6018	23.44	23.5	23.3	0.0561	1,004.8	1,004.9	1,004.7	0.0575	18.322	18.4	18.3	0.041	47.581	48.3	46.9	0.1916	18,800	18,888	18,717	25.495	-0.2718	-0.2399	-0.3	0.0073	-0.2692	-0.2399	-0.3	0.0047	30.495	30.6	30.3	0.0719	49.913	49.94	49.89	0.0128	2.14	2.5	1.9	0.0874	159.62	159.9	159.4	0.0414	160.88	161.3	160.6	0.0803	160.71	160.9	160.5	0.049	163.13	163.4	162.8	0.063	136.75	141.5	132.3	2.595	85.338	85.5	84.9	0.0909	85.84	86.1	85.6	0.0658	25.921	40	18.2	4.701	26.247	40	17.9	4.692	19,220	19,252	19,193	20.832	19,246	19,273	19,219	21.447	19,273	19,305	19,246	20.233	1,004.5	1,004.5	1,004.3	0	33.201	33.3	33.2	0.0059	32.8	32.8	32.7	0	31.404	31.5	31.4	0.0197	34.365	34.4	34.3	0.0471	64.409	86	60	1.938	68.157	89	64	1.94	65.66	85	62	1.955	12.722	16	12	0.294	12.231	15.5	11.6	0.3017	397.96	398	396	0.1956	398	398	396	0	397.99	398	396	0.129	189.66	190	189	0.4738	2,736.3	2,795	2,647	28.659	-1.5	-1.5	-1.5	1.696	1.74	1.68	0.0264	1.68	1.68	1.68	0	0	0	0	0	0	2.168	12.15	1.924	0	0	0	0	0	0	0	7.43	7.43	7.05	0.007	7.382	7.43	7.05	0.1264	0.1688	0.37	-0.0599	0.0599	0.895	1.1	0.66	0.0553	0.2998	0.49	0.1199	0.0539	0.3271	0.5099	0.14	0.0541	699.28	702	696	1.606	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.538	-1.53	-1.55	0.0068	-1.347	-1.34	-1.36	0.0051	-1.497	-1.48	-1.5	0.0047	100	100	100	36.866	11.912	15.2	11.1	0.2924	46.7	34.9	0.8666	1.539	3.1	-0.2	0.416	6.712	8.8	5.1	0.4381	91.795	94.5	88.6	0.8124	90.499	93.3	87.2	0.745	59.536	65	51.8	1.791	57.716	62.6	50.9	1.781	81.513	86	78	2.057	119.73	124	117	1.642	4.812	4.87	4.75	0.018	4.811	4.87	4.74	0.0171	0.002053	0.01114	-0.00506	0.002852	0.105008	0.1952	0.059	0.029564	-0.175804	-0.162	-0.1836	0.005037	0.024558	0.0386	0.0168	0.005116	-7.077	32.15	-44.55	13.38	1.459	6.9	-5.1	3.076	-5.79	33.4	-49.2	14.473	-8.364	35.9	-48.1	13.493	26.27	40	18	4.674	26.02	40	17	4.688	26.189	40	18	4.696	363.43	475	295	41.591	363.65	475	295	41.555	363.51	477	296	41.527	2,535.3	2,978	2,261	164.6	2,535.6	2,981	2,259	164.7	2,535.4	2,977	2,263	164.42	19,152	19,651	18,528	210.64	19,215	19,737	18,597	208.25	19,218	19,721	18,682	175.6	49.999	50.002	49.904	0.0122	10.732	12.28	9.69	0.6102	10.74	12.29	9.69	0.6099	106.37	121.74	96.27	6.039	106.55	121.93	96.38	6.039	-0.0028	1	-1	0.1024	-0.0006	0	-1	0.0258	0	0	0	0	53.568	53.8	53.5	0.0922	57.698	58	57.6	0.1467	55.379	55.6	55.3	0.1102	61.113	61.4	61	0.1567	55.108	55.3	55	0.1061	59.959	60.4	59.8	0.2047	54.588	54.8	54.5	0.1036	58.418	58.8	58.2	0.201	53.838	54	53.7	0.0911	57.612	57.9	57.5	0.1539	55.386	55.6	55.3	0.1142	61.048	61.3	60.9	0.1395	55.126	55.3	55	0.0941	59.952	60.4	59.8	0.1974	54.616	54.8	54.5	0.1178	58.433	58.8	58.2	0.1946	23.666	23.8	23.6	0.0668	66.353	67.5	65.6	0.6153	67.321	68.6	66.5	0.663	41.798	41.8	41.7	0.0156	28	28	28	0	28.864	33	24.7	0.409	53.595	54.8	52.3	0.7566	48.264	49.5	47	0.7614	31.991	32.2	31.3	0.0556	26.656	26.8	26.6	0.0606	23.556	24	23.1	0.1945	24.354	24.4	24.3	0.0498	24.454	24.5	24.4	0.0498	36.808	36.9	36.7	0.0312	35.486	35.5	35.4	0.0347	35.65	35.8	35.5	0.0508	37.1	37.2	37.1	0.0077	36.302	36.4	36.3	0.0149	36.5	36.6	36.5	0	50.064	50.2	49.9	0.0723	50.576	50.6	50.5	0.0427	33.1	33.1	33.1	0	47.907	48.1	47.6	0.117	47.931	48.1	47.6	0.1209	39.061	39.1	39	0.048	38.214	38.3	38.1	0.0786	26.989	27	26.9	0.0313	50.883	51	50.8	0.0805	51.031	51.1	51	0.0467	44.604	44.7	44.6	0.0185	47.055	47.1	47	0.049	45.331	45.4	45.3	0.0462	62.854	63.2	62.7	0.1012	62.658	62.9	62.6	0.0972	62.038	62.3	61.9	0.1034	61.826	62.1	61.7	0.1076	63.316	63.6	63.2	0.1176	62.654	62.9	62.5	0.0939	23.409	23.5	23.4	0.0286	31.124	31.2	31.1	0.0428	31.124	31.2	31.1	0.0428	31.933	32.8	30.9	0.1176	30.218	30.7	29.9	0.1025	33.015	33.1	33	0.0353	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.31	163.6	161.5	0.1209	164.4	164.6	164.2	0.0651	164.35	164.5	164.2	0.0563	24.573	24.6	24.5	0.0441	25.4	25.4	25.4	325.88	326.2	324	0.1049	326.78	327	326.4	0.0973	326.51	326.8	326.2	0.1071	162.57	162.8	162.3	0.0879	162.38	162.5	162.2	0.0628	162.17	162.3	162	0.0591	0.0599	0.0599	0.0599	0	5.257	5.29	5.23	0.0106	1.628	1.66	1.6	0.011	42.231	43.6	40.7	0.871	42.143	43.6	40.6	0.879	531.67	533.8	529.7	0.6215	3.831	3.84	3.81	0.0073	3.838	3.84	3.83	0.0042	43.261	44.2	42.1	0.5802	43.156	44.1	42	0.5846	6.8	9.55	3.3	0.8249	6.733	9.6	2.7	0.9299	6.866	11.2	2.4	1.1
2024-09-10T01:20:00.000Z	34	8	train	28.725	48.1	17.2	5.892	-0.0148	1.44	-1.34	0.4744	0.33218	0.54368	0.20298	0.06722	74.591	76.25	70.75	0.9676	0.32344	0.5218	0.1996	0.065174	0.32344	0.5218	0.1996	0.065174	27.997	28	27.9	0.0165	137.95	162.71	117.92	9.114	0.1	0.1	0.1	0.0013	0.2	0.0121	-0.4994	-0.4	-0.6	0.0136	-0.8843	-0.8	-0.8999	0.0363	-0.3041	-0.3	-0.4	0.0199	31.8	31.8	31.8	0	3.427	3.427	3.427	0.34062	0.5412	0.2092	0.067726	49.883	50.1	49.8	0.1082	50.969	51.2	50.8	0.1236	50.565	50.8	50.4	0.0944	51.62	51.9	51.4	0.1422	3.1	3.1	3.1	14.736	15	14.6	0.0934	3.377	3.4	3.2	0.0419	4,999.7	5,061	4,933	16.927	543.02	544	542	0.5904	550.98	552	550	0.4709	547.31	548	546	0.5706	23.435	23.5	23.3	0.052	1,004.9	1,004.9	1,004.8	0	18.369	18.4	18.3	0.0459	47.462	48.7	46.7	0.2617	18,788	18,852	18,730	28.449	-0.2715	-0.2399	-0.3	0.0066	-0.2694	-0.2399	-0.3	0.0043	30.603	30.8	30.5	0.0726	49.917	49.94	49.89	0.0129	2.056	2.2	1.7	0.08	159.6	159.8	159.4	0.0492	160.82	161.2	160.6	0.0986	160.68	160.9	160.5	0.0587	163.1	163.3	162.8	0.0851	128.75	132.5	125.1	2.058	85.324	85.5	84.9	0.0962	85.833	86.1	85.6	0.0707	28.557	46.8	16.6	5.933	28.885	47.8	16.9	5.927	19,225	19,262	19,198	18.002	19,254	19,289	19,225	18.674	19,281	19,311	19,246	20.731	1,004.5	1,004.5	1,004.4	0	33.201	33.3	33.2	0.0035	32.8	32.8	32.8	0	31.402	31.5	31.4	0.0131	34.359	34.4	34.3	0.0495	64.175	85	60	1.947	67.956	89	64	1.94	65.478	87	62	1.947	12.703	16.2	12	0.2923	12.208	15.7	11.5	0.2985	397.99	398	396	0.1175	398	398	397	0	398	398	397	0.0655	189.97	190	189	0.1578	2,718.3	2,802	2,591	33.983	-1.5	-1.5	-1.5	1.699	1.74	1.68	0.0279	1.68	1.68	1.68	0	0	0	0	0	0	1.249	3.84	1.799	0.7067	12.15	0	1.517	0	0	0	7.43	7.43	7.43	0	7.391	7.43	7.05	0.1151	0.1662	0.4099	-0.1099	0.0643	0.892	1.1	0.6499	0.06	0.3001	0.49	0.0799	0.0585	0.3272	0.5	0.1099	0.0588	698.83	703	695	1.488	0	0	0	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.539	-1.53	-1.55	0.0071	-1.347	-1.34	-1.36	0.0051	-1.497	-1.48	-1.5	0.0045	100	100	100	36.795	11.885	15.2	11.2	0.2909	47.1	34.7	0.8606	1.538	3.4	-0.4	0.4371	6.705	8.8	5.1	0.453	91.802	95.7	88.1	0.8042	90.504	93.5	87.9	0.7378	59.492	64.1	52.1	1.762	57.667	63.2	51.5	1.713	81.179	88	77	2.336	119.47	125	116	1.978	4.789	4.86	4.73	0.0214	4.788	4.85	4.73	0.0223	0.003912	0.01382	0	0.003292	0.122952	0.2596	0.0542	0.040492	-0.171776	-0.1534	-0.1832	0.005939	0.028736	0.0476	0.0172	0.006041	-12.481	26.65	-44.1	11.678	-4.724	0	-9.9	2.683	-11.215	41.2	-49	12.571	-13.748	29.2	-48.3	12.137	28.89	48	17	5.874	28.623	48	17	5.914	28.818	48	17	5.882	386.59	539	281	51.158	386.83	539	282	51.163	386.64	537	281	51.136	2,625.9	3,212	2,196	201.09	2,626.4	3,205	2,203	201.19	2,626	3,207	2,205	201.01	19,152	19,696	18,356	215.86	19,224	19,709	18,547	208.37	19,230	19,689	18,666	177.48	50	50.002	49.904	0.0027	11.063	13.05	9.47	0.7306	11.071	13.05	9.46	0.7315	109.65	129.28	93.84	7.248	109.83	129.59	94.18	7.252	-0.0033	1	-1	0.111	-0.0015	0	-1	0.0387	0.0021	1	0	0.0465	53.845	54	53.8	0.0788	58.083	58.4	58	0.1334	55.664	55.9	55.6	0.1037	61.528	61.8	61.4	0.1214	55.367	55.6	55.3	0.0877	60.44	60.8	60.2	0.1688	54.86	55.1	54.8	0.0994	58.877	59.3	58.6	0.1773	54.082	54.3	54	0.0976	58.043	58.3	57.9	0.111	55.696	56	55.6	0.1179	61.433	61.8	61.3	0.1431	55.353	55.5	55.3	0.0806	60.437	60.8	60.3	0.1639	54.912	55.1	54.8	0.0926	58.887	59.3	58.7	0.1748	23.748	23.8	23.6	0.0716	67.111	68.5	66.3	0.5505	68.112	69.6	67.3	0.5941	41.789	41.8	41.7	0.0297	28	28	28	0	28.84	33.9	22.9	0.6117	52.988	54.5	51.8	0.9156	47.654	49.2	46.4	0.9267	31.951	32.4	31.5	0.0959	26.595	26.7	26.5	0.0477	23.369	23.7	23	0.1706	24.3	24.3	24.3	0	24.364	24.4	24.3	0.0481	36.781	36.9	36.7	0.0416	35.407	35.5	35.4	0.0245	35.613	35.7	35.5	0.0417	37.1	37.1	37.1	0	36.3	36.3	36.3	0	36.5	36.5	36.5	0	50.371	50.5	50.2	0.1202	50.857	51	50.6	0.1313	33.1	33.1	33.1	0	47.836	48.1	47.6	0.1576	47.856	48.1	47.6	0.1603	38.995	39	38.9	0.0215	38.1	38.1	38	0	27	27	27	0	51.041	51.1	51	0.0481	51.182	51.3	51.1	0.07	44.749	44.8	44.6	0.0504	47.198	47.3	47.1	0.0703	45.494	45.5	45.4	0.0222	63.262	63.6	63	0.1176	63.081	63.4	62.9	0.1083	62.451	62.7	62.2	0.1085	62.242	62.5	62.1	0.1103	63.728	64	63.5	0.114	63.051	63.4	62.9	0.107	23.403	23.5	23.4	0.0168	31.15	31.3	31.1	0.0669	31.15	31.3	31.1	0.0669	31.914	33	31.5	0.0945	30.137	30.5	29.9	0.0816	33	33.1	33	0.0052	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.41	163.6	163.2	0.0696	164.4	164.6	164.2	0.0628	164.41	164.7	164.2	0.0942	24.575	24.6	24.5	0.0431	25.4	25.4	25.4	325.9	326.2	325.6	0.1118	326.78	327.1	326.5	0.1135	326.62	327.1	326.3	0.1432	162.49	162.7	162.3	0.0751	162.38	162.5	162.2	0.0589	162.21	162.4	162	0.073	0.0599	0.0599	0.0599	0	5.27	5.31	5.25	0.0099	1.643	1.68	1.62	0.0093	41.297	43.1	39.8	1.093	41.208	43	39.8	1.092	531.57	533.4	529.4	0.5884	3.831	3.84	3.82	0.0057	3.838	3.85	3.83	0.0039	42.432	43.7	41.5	0.7162	42.33	43.6	41.4	0.7153	6.811	10.25	2.6	1.04	6.671	10.1	2.6	1.141	6.95	10.8	1.8	1.282
2024-09-10T01:30:00.000Z	34	9	train	35.24	49.7	19.8	7.624	0.0363	1.14	-0.85	0.4056	0.40822	0.5722	0.23106	0.087934	74.576	76.25	70.75	0.9416	0.39666	0.5466	0.2254	0.085182	0.39666	0.5466	0.2254	0.085182	28	28	28	0	147.44	165.39	122.94	10.818	0.1	0.1	0.1	0	0	0	-0.4994	-0.4	-0.6	0.0127	-0.8814	-0.8	-0.8999	0.0388	-0.3013	-0.3	-0.4	0.0115	31.8	31.8	31.8	0	3.427	3.427	3.427	0.4143	0.5762	0.238	0.08609	50.023	50.1	50	0.0414	51.109	51.2	51.1	0.0267	50.73	50.8	50.7	0.0458	51.802	51.9	51.7	0.0355	3.1	3.1	3.1	14.823	15.1	14.7	0.065	3.366	3.4	3.2	0.0475	5,000.2	5,057	4,946	17.378	543.36	545	542	0.5964	551.29	553	550	0.5241	547.66	549	546	0.6	23.412	23.5	23.3	0.0541	1,004.8	1,004.9	1,004.7	0	18.166	18.3	18.1	0.0678	47.24	48.3	45.9	0.3849	18,782	18,846	18,711	24.739	-0.2713	-0.2399	-0.3	0.0063	-0.2693	-0.2399	-0.3	0.0045	30.898	31.4	30.6	0.2048	49.93	49.95	49.91	0.006	6.041	166.1	1.8	22.01	159.65	160.4	159.3	0.2042	160.85	161.6	160.6	0.2343	160.71	161.5	160.4	0.1777	163.12	163.9	162.8	0.1818	126.45	161.2	119.9	10.26	85.326	85.5	84.9	0.095	85.829	86.1	85.6	0.0679	35.019	48.7	19.2	7.67	35.425	49.7	19.2	7.711	19,248	19,284	19,214	20.18	19,277	19,311	19,246	19.69	19,304	19,348	19,273	20.462	1,004.4	1,004.6	1,004.3	0.1098	33.217	33.3	33.2	0.0372	32.8	32.8	32.7	0.0074	31.4	31.4	31.4	0	34.397	34.5	34.3	0.0174	65.958	70	64	0.6489	69.796	73	68	0.6477	67.272	71	65	0.6793	12.985	13.9	12.6	0.1364	12.489	13.4	12	0.1478	398.07	399	398	0.2663	398.21	399	398	0.4041	398.15	399	398	0.3564	189.88	191	189	0.3379	2,666.3	2,771	2,553	45.459	-1.5	-1.5	-1.5	1.704	1.74	1.68	0.0293	1.68	1.68	1.68	0.0623	5.5	0.408	0	0	0	0	0	0	3.84	3.84	3.84	0	0	0	0	7.43	7.43	7.43	0	7.407	7.43	7.05	0.0907	0.1599	0.4499	-0.1099	0.0651	0.8865	1.17	0.6299	0.0614	0.3	0.49	0.0799	0.0614	0.3276	0.5099	0.14	0.0615	699.99	703	695	1.78	0.0228	1	0.1493	1	1	1	1	1	1	1	1	1	-1.5	-1.5	-1.5	-1.49	-1.49	-1.49	-1.49	-1.49	-1.49	-1.541	-1.53	-1.55	0.0069	-1.347	-1.34	-1.36	0.0052	-1.497	-1.48	-1.5	0.0044	100	100	100	37.63	12.156	12.9	11.8	0.1366	40	36.4	0.3734	1.493	3.1	-0.2	0.4243	6.658	8.8	5.1	0.4283	91.709	94.7	88.6	0.8091	90.405	93.3	88.1	0.7287	59.594	64.1	53.7	1.713	57.776	62.2	52.1	1.657	82.935	86	79	1.447	121.01	124	118	1.195	4.761	4.82	4.7	0.0168	4.759	4.82	4.69	0.0172	0.009462	0.0206	0	0.003764	0.170868	0.2868	0.0662	0.057	-0.16199	-0.1466	-0.1782	0.008601	0.038996	0.0548	0.0226	0.008765	-7.934	26.6	-42.3	12.071	-0.6218	5.8	-7.4	2.971	-6.535	34.5	-47.7	13.095	-9.332	29.4	-51.6	12.288	35.409	51	18	7.619	35.122	50	18	7.629	35.335	51	19	7.6	442.26	555	304	63.83	442.51	554	305	63.866	442.31	555	305	63.852	2,841.5	3,270	2,295	247.42	2,841.8	3,275	2,299	247.41	2,841.7	3,277	2,293	247.64	19,175	19,691	18,574	212.78	19,248	19,822	18,612	211.04	19,251	19,717	18,680	179.43	50.001	50.002	49.904	0.0088	11.826	13.24	9.84	0.8693	11.834	13.24	9.87	0.8698	117.21	131.43	97.61	8.611	117.39	131.53	97.77	8.618	-0.001	1	-1	0.0912	0.0021	1	0	0.0465	-0.0005	1	-1	0.0465	54.14	54.5	54	0.1534	58.613	59.2	58.3	0.2762	56.057	56.5	55.8	0.1983	62.033	62.6	61.7	0.2881	55.69	56	55.5	0.1581	61.072	61.8	60.6	0.37	55.193	55.5	55	0.1527	59.465	60.2	59.1	0.3647	54.417	54.7	54.3	0.1354	58.55	59.1	58.3	0.2866	56.11	56.5	55.9	0.1862	61.95	62.5	61.6	0.2896	55.676	56	55.5	0.1623	61.061	61.8	60.6	0.348	55.229	55.5	55.1	0.1541	59.49	60.2	59.1	0.3494	23.669	23.8	23.6	0.0732	68.237	69.9	66.8	0.9492	69.309	71.1	67.8	1.03	41.8	41.8	41.8	0	28.01	28.1	28	0.0299	28.851	33.1	22.9	0.5237	52.241	53.3	51.6	0.4526	46.932	48	46.3	0.4391	31.903	32.6	31.1	0.111	26.559	26.6	26.5	0.0493	23.542	24	23.3	0.1695	24.3	24.3	24.3	0	24.3	24.3	24.3	0	36.748	36.9	36.7	0.0505	35.4	35.4	35.4	0	35.594	35.7	35.5	0.0336	37.1	37.1	37.1	0	36.3	36.3	36.2	0.0094	36.5	36.5	36.4	0	50.516	50.7	50.3	0.12	51.001	51.1	50.8	0.1062	33.1	33.1	33.1	0	47.813	48.1	47.7	0.1042	47.851	48.1	47.7	0.1114	38.843	38.9	38.8	0.0498	38.001	38.1	38	0.0118	27	27	27	0	51.23	51.3	51.1	0.068	51.373	51.5	51.3	0.0825	44.866	45	44.8	0.059	47.362	47.5	47.3	0.0743	45.588	45.7	45.5	0.0402	63.813	64.4	63.4	0.2767	63.611	64.2	63.3	0.267	62.99	63.6	62.6	0.2781	62.781	63.4	62.5	0.2681	64.277	64.9	63.9	0.2702	63.602	64.2	63.3	0.2588	23.402	23.5	23.4	0.0135	31.284	31.3	31.2	0.0371	31.284	31.3	31.2	0.0371	31.905	32.6	31.1	0.0929	30.113	30.5	29.7	0.0573	33	33	33	0	100	100	100	25.9	25.9	25.9	26.3	26.3	26.3	163.41	163.6	161.4	0.113	164.4	164.6	164.2	0.0584	164.55	164.7	164.4	0.0637	24.578	24.6	24.5	0.0413	25.4	25.4	25.4	325.89	326.2	323.9	0.1353	326.78	327	326.5	0.054	326.85	327.1	326.6	0.0872	162.48	162.7	162.3	0.0835	162.37	162.5	162.2	0.0633	162.29	162.4	162.1	0.0709	0.0599	0.0599	0.0599	0	5.304	5.37	5.26	0.0259	1.677	1.75	1.64	0.0271	40.413	41.9	39.6	0.6443	40.318	41.8	39.5	0.6488	531.47	533.5	529.4	0.663	3.838	3.84	3.83	0.004	3.84	3.85	3.84	0	42.068	43.3	41.2	0.6001	41.965	43.2	41.1	0.6036	7.394	11	3.8	0.9174	7.32	11	3.6	1.063	7.468	11.3	2.6	1.161

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Wind Turbine SCADA Data For Early Fault Detection

About the Dataset

This dataset, originally published as "CARE to Compare: Wind Turbine Anomaly Detection Dataset," contains real-world SCADA data from wind turbines. It is designed for testing and developing anomaly detection algorithms for wind energy systems.

Dataset Overview

Duration: 89 years of cumulative operating data
Turbines: 36 wind turbines across 3 wind farms
Datasets: 95 total datasets
- 44 contain labeled anomaly events
- 51 represent normal behavior
Resolution: 10-minute SCADA data intervals
Feature Count:
- Wind Farm A: 86 features
- Wind Farm B: 257 features
- Wind Farm C: 957 features
Data Structure: Each dataset contains 1 year of training data plus 4-98 days of prediction data

Key Features

Detailed fault information: Most comprehensive publicly available wind turbine fault dataset
Status-based labels: Ensures high-quality training data
Labeled anomaly events: 44 labeled time frames of faults
Normal operation datasets: 51 time series with no faults
Comprehensive sensor descriptions: Includes units and descriptions for all measured variables

Potential Applications

Anomaly detection algorithm development and testing
Predictive maintenance modeling
Wind turbine performance analysis
SCADA-based condition monitoring
Benchmark testing using the CARE score (Coverage, Accuracy, Reliability, and Earliness)

Citation

If you use this dataset, please cite the original paper:

Güuck, C., Roelofs, C.M.A., & Faulstich, S. (2024). CARE to Compare: A real-world dataset for anomaly detection in wind turbine data. arXiv:2404.10320

Original Source

This dataset was originally published at:

Modification Note

The only modification made to the original dataset is the replacement of semicolons with commas as CSV separators to facilitate easier data loading and analysis.

License

This dataset is shared under the Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) license.

Downloads last month: 29

Number of rows:

660,000

Estimated number of rows:

2,272,595

Total file size:

12.8 GB

Paper for kevykibbz/wind-turbine-scada-data-for-early-fault-detection

CARE to Compare: A real-world dataset for anomaly detection in wind turbine data

Paper • 2404.10320 • Published Apr 16, 2024