Machinery Fault Dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_dataset
This database is composed of 1951 multivariate time-series acquired by sensors on a SpectraQuest's Machinery Fault Simulator (MFS) Alignment-Balance-Vibration (ABVT). The 1951 comprises six different simulated states: normal function, imbalance fault, horizontal and vertical misalignment faults and, inner and outer bearing faults. This section describes the database. For more info please check here.
CREATE TABLE n_12_0832 (
"n_4_4992" DOUBLE -- 4.4992,
"n_1_2205" DOUBLE -- 1.2205,
"n_0_45811" DOUBLE -- 0.45811,
"n_0_058316" DOUBLE -- 0.058316,
"n_0_32078" DOUBLE -- 0.32078,
"n_0_056467" DOUBLE -- 0.056467,
"n_2_2803" DOUBLE -- 2.2803,
"n__0_17888" DOUBLE -- -0.17888
);
CREATE TABLE n_12_288 (
"n__0_54095" DOUBLE -- -0.54095,
"n_0_24751" DOUBLE -- 0.24751,
"n__0_18024" DOUBLE -- -0.18024,
"n_0_020658" DOUBLE -- 0.020658,
"n__0_37479" DOUBLE -- -0.37479,
"n__0_042222" DOUBLE -- -0.042222,
"n__1_5307" DOUBLE -- -1.5307,
"n_0_0027031" DOUBLE -- 0.0027031
);
CREATE TABLE n_13_1072 (
"n__0_45458" DOUBLE -- -0.45458,
"n__0_37384" DOUBLE -- -0.37384,
"n__0_25363" DOUBLE -- -0.25363,
"n__0_031592" DOUBLE -- -0.031592,
"n_0_065269" DOUBLE -- 0.065269,
"n_0_023956" DOUBLE -- 0.023956,
"n_1_3459" DOUBLE -- 1.3459,
"n_0_26679" DOUBLE -- 0.26679
);
CREATE TABLE n_13_312 (
"n__0_71047" DOUBLE -- -0.71047,
"n_0_75605" DOUBLE -- 0.75605,
"n__0_0020597" DOUBLE -- -0.0020597,
"n__0_037264" DOUBLE -- -0.037264,
"n__0_063114" DOUBLE -- -0.063114,
"n__0_0038836" DOUBLE -- -0.0038836,
"n__0_48981" DOUBLE -- -0.48981,
"n_0_040159" DOUBLE -- 0.040159
);
CREATE TABLE n_13_7216 (
"n__0_33645" DOUBLE -- -0.33645,
"n__0_59998" DOUBLE -- -0.59998,
"n_0_11964" DOUBLE -- 0.11964,
"n__0_10748" DOUBLE -- -0.10748,
"n_0_084299" DOUBLE -- 0.084299,
"n_0_054118" DOUBLE -- 0.054118,
"n__0_48916" DOUBLE -- -0.48916,
"n_0_056222" DOUBLE -- 0.056222
);
CREATE TABLE n_13_9264 (
"n_4_5671" DOUBLE -- 4.5671,
"n_1_5409" DOUBLE -- 1.5409,
"n_0_40813" DOUBLE -- 0.40813,
"n_0_048206" DOUBLE -- 0.048206,
"n_0_15618" DOUBLE -- 0.15618,
"n_0_034018" DOUBLE -- 0.034018,
"n_0_18194" DOUBLE -- 0.18194,
"n__0_051011" DOUBLE -- -0.051011
);
CREATE TABLE n_14_336 (
"n__0_57372" DOUBLE -- -0.57372,
"n_0_099449" DOUBLE -- 0.099449,
"n_0_07632" DOUBLE -- 0.07632,
"n_0_013497" DOUBLE -- 0.013497,
"n__0_01214" DOUBLE -- -0.01214,
"n__0_021044" DOUBLE -- -0.021044,
"n_1_0358" DOUBLE -- 1.0358,
"n__0_010585" DOUBLE -- -0.010585
);
CREATE TABLE n_14_5408 (
"n__0_50601" DOUBLE -- -0.50601,
"n__0_39659" DOUBLE -- -0.39659,
"n__0_060724" DOUBLE -- -0.060724,
"n__0_0030552" DOUBLE -- -0.0030552,
"n_0_1756" DOUBLE -- 0.1756,
"n_0_056248" DOUBLE -- 0.056248,
"n_1_0484" DOUBLE -- 1.0484,
"n_0_086133" DOUBLE -- 0.086133
);
CREATE TABLE n_14_9504 (
"n_4_4604" DOUBLE -- 4.4604,
"n_1_3094" DOUBLE -- 1.3094,
"n_0_44258" DOUBLE -- 0.44258,
"n_0_085388" DOUBLE -- 0.085388,
"n_0_086103" DOUBLE -- 0.086103,
"n__0_008748" DOUBLE -- -0.008748,
"n_2_9543" DOUBLE -- 2.9543,
"n__0_072793" DOUBLE -- -0.072793
);
CREATE TABLE n_15_1552 (
"n__0_60262" DOUBLE -- -0.60262,
"n_0_57433" DOUBLE -- 0.57433,
"n__0_066917" DOUBLE -- -0.066917,
"n__0_020236" DOUBLE -- -0.020236,
"n__0_045806" DOUBLE -- -0.045806,
"n_0_019919" DOUBLE -- 0.019919,
"n__0_24116" DOUBLE -- -0.24116,
"n_0_098035" DOUBLE -- 0.098035
);
CREATE TABLE n_15_36 (
"n__0_67036" DOUBLE -- -0.67036,
"n__2_1357" DOUBLE -- -2.1357,
"n__0_12413" DOUBLE -- -0.12413,
"n__0_084208" DOUBLE -- -0.084208,
"n__0_33292" DOUBLE -- -0.33292,
"n__0_084731" DOUBLE -- -0.084731,
"n__0_14182" DOUBLE -- -0.14182,
"n_0_13741" DOUBLE -- 0.13741
);
CREATE TABLE n_15_5648 (
"n__0_57713" DOUBLE -- -0.57713,
"n_1_1897" DOUBLE -- 1.1897,
"n_0_35941" DOUBLE -- 0.35941,
"n_0_02105" DOUBLE -- 0.02105,
"n__0_14337" DOUBLE -- -0.14337,
"n__0_051322" DOUBLE -- -0.051322,
"n__1_3077" DOUBLE -- -1.3077,
"n__0_080557" DOUBLE -- -0.080557
);
CREATE TABLE n_15_7696 (
"n__0_57692" DOUBLE -- -0.57692,
"n_1_2298" DOUBLE -- 1.2298,
"n_0_49209" DOUBLE -- 0.49209,
"n_0_055155" DOUBLE -- 0.055155,
"n__0_043655" DOUBLE -- -0.043655,
"n__0_012586" DOUBLE -- -0.012586,
"n__0_38535" DOUBLE -- -0.38535,
"n__0_12441" DOUBLE -- -0.12441
);
CREATE TABLE n_16_1792 (
"n__0_56205" DOUBLE -- -0.56205,
"n_0_49038" DOUBLE -- 0.49038,
"n__0_047927" DOUBLE -- -0.047927,
"n_0_048199" DOUBLE -- 0.048199,
"n_0_16672" DOUBLE -- 0.16672,
"n_0_034679" DOUBLE -- 0.034679,
"n_0_78593" DOUBLE -- 0.78593,
"n_0_10149" DOUBLE -- 0.10149
);
CREATE TABLE n_16_5888 (
"n__0_54481" DOUBLE -- -0.54481,
"n__0_49509" DOUBLE -- -0.49509,
"n__0_44698" DOUBLE -- -0.44698,
"n__0_047611" DOUBLE -- -0.047611,
"n__0_10373" DOUBLE -- -0.10373,
"n__0_048928" DOUBLE -- -0.048928,
"n_0_30336" DOUBLE -- 0.30336,
"n_0_26677" DOUBLE -- 0.26677
);
CREATE TABLE n_16_9984 (
"n__0_66438" DOUBLE -- -0.66438,
"n__0_40829" DOUBLE -- -0.40829,
"n__0_26042" DOUBLE -- -0.26042,
"n__0_098159" DOUBLE -- -0.098159,
"n__0_047951" DOUBLE -- -0.047951,
"n__0_02777" DOUBLE -- -0.02777,
"n_0_65203" DOUBLE -- 0.65203,
"n_0_24581" DOUBLE -- 0.24581
);
CREATE TABLE n_17_2032 (
"n__0_60455" DOUBLE -- -0.60455,
"n__0_48779" DOUBLE -- -0.48779,
"n__0_4208" DOUBLE -- -0.4208,
"n__0_030809" DOUBLE -- -0.030809,
"n__0_33061" DOUBLE -- -0.33061,
"n__0_067327" DOUBLE -- -0.067327,
"n_0_17699" DOUBLE -- 0.17699,
"n_0_27254" DOUBLE -- 0.27254
);
CREATE TABLE n_17_408 (
"n__0_82793" DOUBLE -- -0.82793,
"n__0_4888" DOUBLE -- -0.4888,
"n__0_15135" DOUBLE -- -0.15135,
"n__0_035696" DOUBLE -- -0.035696,
"n__0_027091" DOUBLE -- -0.027091,
"n__0_014825" DOUBLE -- -0.014825,
"n__0_69991" DOUBLE -- -0.69991,
"n_0_034634" DOUBLE -- 0.034634
);
CREATE TABLE n_17_6128 (
"n__0_23606" DOUBLE -- -0.23606,
"n__1_2836" DOUBLE -- -1.2836,
"n__0_29768" DOUBLE -- -0.29768,
"n__0_20102" DOUBLE -- -0.20102,
"n_0_074389" DOUBLE -- 0.074389,
"n__0_0020097" DOUBLE -- -0.0020097,
"n__0_11522" DOUBLE -- -0.11522,
"n_0_12714" DOUBLE -- 0.12714
);
CREATE TABLE n_17_8176 (
"n__0_9077" DOUBLE -- -0.9077,
"n_1_3658" DOUBLE -- 1.3658,
"n_0_38765" DOUBLE -- 0.38765,
"n_0_01139" DOUBLE -- 0.01139,
"n__0_034336" DOUBLE -- -0.034336,
"n__0_033122" DOUBLE -- -0.033122,
"n__0_25203" DOUBLE -- -0.25203,
"n__0_061013" DOUBLE -- -0.061013
);
CREATE TABLE n_18_2272 (
"n__0_61266" DOUBLE -- -0.61266,
"n_1_5249" DOUBLE -- 1.5249,
"n_0_34822" DOUBLE -- 0.34822,
"n_0_0077866" DOUBLE -- 0.0077866,
"n_0_18732" DOUBLE -- 0.18732,
"n_0_050556" DOUBLE -- 0.050556,
"n__0_028365" DOUBLE -- -0.028365,
"n__0_079413" DOUBLE -- -0.079413
);
CREATE TABLE n_18_432 (
"n__0_81005" DOUBLE -- -0.81005,
"n_1_2262" DOUBLE -- 1.2262,
"n_0_0084436" DOUBLE -- 0.0084436,
"n_0_10329" DOUBLE -- 0.10329,
"n_0_14521" DOUBLE -- 0.14521,
"n_0_06246" DOUBLE -- 0.06246,
"n__0_05657" DOUBLE -- -0.05657,
"n_0_073502" DOUBLE -- 0.073502
);
CREATE TABLE n_18_6368 (
"n__0_59826" DOUBLE -- -0.59826,
"n__0_64046" DOUBLE -- -0.64046,
"n__0_30141" DOUBLE -- -0.30141,
"n__0_212" DOUBLE -- -0.212,
"n_0_088197" DOUBLE -- 0.088197,
"n_0_00099371" DOUBLE -- 0.00099371,
"n__0_6" DOUBLE -- -0.6,
"n_0_050965" DOUBLE -- 0.050965
);
CREATE TABLE n_19_2512 (
"n__0_60754" DOUBLE -- -0.60754,
"n_0_2316" DOUBLE -- 0.2316,
"n__0_16423" DOUBLE -- -0.16423,
"n__0_066141" DOUBLE -- -0.066141,
"n_0_041744" DOUBLE -- 0.041744,
"n__0_024323" DOUBLE -- -0.024323,
"n_0_35588" DOUBLE -- 0.35588,
"n_0_19086" DOUBLE -- 0.19086
);
CREATE TABLE n_19_456 (
"n__0_71481" DOUBLE -- -0.71481,
"n_1_5742" DOUBLE -- 1.5742,
"n_0_01648" DOUBLE -- 0.01648,
"n__0_073309" DOUBLE -- -0.073309,
"n_0_17676" DOUBLE -- 0.17676,
"n_0_06617" DOUBLE -- 0.06617,
"n_0_81791" DOUBLE -- 0.81791,
"n__0_032051" DOUBLE -- -0.032051
);
Anyone who has the link will be able to view this.