Baselight

Machinery Fault Dataset

Induction Motor Faults Database

@kaggle.uysalserkan_fault_induction_motor_dataset

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About this Dataset

Machinery Fault 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.

Tables

N 12–0832

@kaggle.uysalserkan_fault_induction_motor_dataset.n_12_0832
  • 8.9 MB
  • 249,999 rows
  • 8 columns
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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
);

N 12–288

@kaggle.uysalserkan_fault_induction_motor_dataset.n_12_288
  • 8.95 MB
  • 249,999 rows
  • 8 columns
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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
);

N 13–1072

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_1072
  • 8.65 MB
  • 249,999 rows
  • 8 columns
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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
);

N 13–312

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_312
  • 8.64 MB
  • 249,999 rows
  • 8 columns
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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
);

N 13–7216

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_7216
  • 8.4 MB
  • 249,999 rows
  • 8 columns
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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
);

N 13–9264

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_9264
  • 8.54 MB
  • 249,999 rows
  • 8 columns
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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
);

N 14–336

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_336
  • 8.47 MB
  • 249,999 rows
  • 8 columns
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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
);

N 14–5408

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_5408
  • 8.56 MB
  • 249,999 rows
  • 8 columns
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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
);

N 14–9504

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_9504
  • 8.52 MB
  • 249,999 rows
  • 8 columns
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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
);

N 15–1552

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_1552
  • 8.49 MB
  • 249,999 rows
  • 8 columns
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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
);

N 15–36

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_36
  • 8.71 MB
  • 249,999 rows
  • 8 columns
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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
);

N 15–5648

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_5648
  • 8.45 MB
  • 249,999 rows
  • 8 columns
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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
);

N 15–7696

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_7696
  • 8.77 MB
  • 249,999 rows
  • 8 columns
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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
);

N 16–1792

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_1792
  • 8.81 MB
  • 249,999 rows
  • 8 columns
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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
);

N 16–5888

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_5888
  • 8.86 MB
  • 249,999 rows
  • 8 columns
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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
);

N 16–9984

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_9984
  • 8.21 MB
  • 249,999 rows
  • 8 columns
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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
);

N 17–2032

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_2032
  • 8.46 MB
  • 249,999 rows
  • 8 columns
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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
);

N 17–408

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_408
  • 8.6 MB
  • 249,999 rows
  • 8 columns
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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
);

N 17–6128

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_6128
  • 8.39 MB
  • 249,999 rows
  • 8 columns
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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
);

N 17–8176

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_8176
  • 8.68 MB
  • 249,999 rows
  • 8 columns
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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
);

N 18–2272

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_2272
  • 8.76 MB
  • 249,999 rows
  • 8 columns
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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
);

N 18–432

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_432
  • 8.74 MB
  • 249,999 rows
  • 8 columns
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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
);

N 18–6368

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_6368
  • 8.71 MB
  • 249,999 rows
  • 8 columns
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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
);

N 19–2512

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_2512
  • 8.72 MB
  • 249,999 rows
  • 8 columns
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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
);

N 19–456

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_456
  • 8.93 MB
  • 249,999 rows
  • 8 columns
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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
);

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