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 52–224

@kaggle.uysalserkan_fault_induction_motor_dataset.n_52_224
  • 9.27 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_52_224 (
  "n__0_76413" DOUBLE  -- -0.76413,
  "n__0_24056" DOUBLE  -- -0.24056,
  "n_0_28726" DOUBLE  -- 0.28726,
  "n__0_38521" DOUBLE  -- -0.38521,
  "n_0_0065042" DOUBLE  -- 0.0065042,
  "n_0_036284" DOUBLE  -- 0.036284,
  "n_1_3018" DOUBLE  -- 1.3018,
  "n_0_069438" DOUBLE  -- 0.069438
);

N 52–4288

@kaggle.uysalserkan_fault_induction_motor_dataset.n_52_4288
  • 9.12 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_52_4288 (
  "n__0_80099" DOUBLE  -- -0.80099,
  "n__0_65106" DOUBLE  -- -0.65106,
  "n__2_0458" DOUBLE  -- -2.0458,
  "n__0_1604" DOUBLE  -- -0.1604,
  "n_0_0055537" DOUBLE  -- 0.0055537,
  "n__0_066486" DOUBLE  -- -0.066486,
  "n__2_2101" DOUBLE  -- -2.2101,
  "n_0_24319" DOUBLE  -- 0.24319
);

N 52–6336

@kaggle.uysalserkan_fault_induction_motor_dataset.n_52_6336
  • 9.7 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_52_6336 (
  "n__0_66185" DOUBLE  -- -0.66185,
  "n_0_2975" DOUBLE  -- 0.2975,
  "n_0_92709" DOUBLE  -- 0.92709,
  "n_0_96914" DOUBLE  -- 0.96914,
  "n_0_08636" DOUBLE  -- 0.08636,
  "n_0_013668" DOUBLE  -- 0.013668,
  "n_0_56708" DOUBLE  -- 0.56708,
  "n__0_20853" DOUBLE  -- -0.20853
);

N 52–8384

@kaggle.uysalserkan_fault_induction_motor_dataset.n_52_8384
  • 9.3 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_52_8384 (
  "n__0_87676" DOUBLE  -- -0.87676,
  "n__1_0252" DOUBLE  -- -1.0252,
  "n_3_3532" DOUBLE  -- 3.3532,
  "n_0_3423" DOUBLE  -- 0.3423,
  "n__0_033482" DOUBLE  -- -0.033482,
  "n_0_0095354" DOUBLE  -- 0.0095354,
  "n_1_0127" DOUBLE  -- 1.0127,
  "n__0_02329" DOUBLE  -- -0.02329
);

N 53–4528

@kaggle.uysalserkan_fault_induction_motor_dataset.n_53_4528
  • 9.05 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_53_4528 (
  "n__0_62299" DOUBLE  -- -0.62299,
  "n__1_3563" DOUBLE  -- -1.3563,
  "n_1_8163" DOUBLE  -- 1.8163,
  "n_0_12928" DOUBLE  -- 0.12928,
  "n__0_014837" DOUBLE  -- -0.014837,
  "n_0_005563" DOUBLE  -- 0.005563,
  "n_3_0025" DOUBLE  -- 3.0025,
  "n__0_11969" DOUBLE  -- -0.11969
);

N 53–6576

@kaggle.uysalserkan_fault_induction_motor_dataset.n_53_6576
  • 9.23 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_53_6576 (
  "n_4_3499" DOUBLE  -- 4.3499,
  "n_1_0104" DOUBLE  -- 1.0104,
  "n__0_3091" DOUBLE  -- -0.3091,
  "n__0_78172" DOUBLE  -- -0.78172,
  "n_0_10864" DOUBLE  -- 0.10864,
  "n_0_024122" DOUBLE  -- 0.024122,
  "n_0_40563" DOUBLE  -- 0.40563,
  "n_0_062282" DOUBLE  -- 0.062282
);

N 53–8624

@kaggle.uysalserkan_fault_induction_motor_dataset.n_53_8624
  • 9.74 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_53_8624 (
  "n__0_80498" DOUBLE  -- -0.80498,
  "n_0_96402" DOUBLE  -- 0.96402,
  "n__0_15784" DOUBLE  -- -0.15784,
  "n__0_4468" DOUBLE  -- -0.4468,
  "n_0_077562" DOUBLE  -- 0.077562,
  "n_0_042034" DOUBLE  -- 0.042034,
  "n_0_060597" DOUBLE  -- 0.060597,
  "n__0_28925" DOUBLE  -- -0.28925
);

N 54–0672

@kaggle.uysalserkan_fault_induction_motor_dataset.n_54_0672
  • 9.15 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_54_0672 (
  "n__1_0618" DOUBLE  -- -1.0618,
  "n__1_0641" DOUBLE  -- -1.0641,
  "n_3_1575" DOUBLE  -- 3.1575,
  "n_0_22032" DOUBLE  -- 0.22032,
  "n__0_04659" DOUBLE  -- -0.04659,
  "n_0_049074" DOUBLE  -- 0.049074,
  "n_1_1966" DOUBLE  -- 1.1966,
  "n__0_23398" DOUBLE  -- -0.23398
);

N 54–4768

@kaggle.uysalserkan_fault_induction_motor_dataset.n_54_4768
  • 9.1 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_54_4768 (
  "n_4_2789" DOUBLE  -- 4.2789,
  "n_1_2064" DOUBLE  -- 1.2064,
  "n__1_7601" DOUBLE  -- -1.7601,
  "n__0_67951" DOUBLE  -- -0.67951,
  "n_0_046034" DOUBLE  -- 0.046034,
  "n_0_0018537" DOUBLE  -- 0.0018537,
  "n__0_96126" DOUBLE  -- -0.96126,
  "n_0_32401" DOUBLE  -- 0.32401
);

N 54–6816

@kaggle.uysalserkan_fault_induction_motor_dataset.n_54_6816
  • 9.57 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_54_6816 (
  "n__0_78173" DOUBLE  -- -0.78173,
  "n__0_3917" DOUBLE  -- -0.3917,
  "n__0_54218" DOUBLE  -- -0.54218,
  "n_0_60698" DOUBLE  -- 0.60698,
  "n_0_0014627" DOUBLE  -- 0.0014627,
  "n__0_017745" DOUBLE  -- -0.017745,
  "n_0_32238" DOUBLE  -- 0.32238,
  "n__0_22712" DOUBLE  -- -0.22712
);

N 54–8864

@kaggle.uysalserkan_fault_induction_motor_dataset.n_54_8864
  • 9.24 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_54_8864 (
  "n_4_3035" DOUBLE  -- 4.3035,
  "n_1_916" DOUBLE  -- 1.916,
  "n__1_2716" DOUBLE  -- -1.2716,
  "n__0_35781" DOUBLE  -- -0.35781,
  "n_0_12306" DOUBLE  -- 0.12306,
  "n_0_040757" DOUBLE  -- 0.040757,
  "n__0_51659" DOUBLE  -- -0.51659,
  "n__0_034315" DOUBLE  -- -0.034315
);

N 55–0912

@kaggle.uysalserkan_fault_induction_motor_dataset.n_55_0912
  • 9.76 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_55_0912 (
  "n__0_51675" DOUBLE  -- -0.51675,
  "n_1_1959" DOUBLE  -- 1.1959,
  "n_1_5226" DOUBLE  -- 1.5226,
  "n_0_47498" DOUBLE  -- 0.47498,
  "n_0_052874" DOUBLE  -- 0.052874,
  "n__0_017874" DOUBLE  -- -0.017874,
  "n_0_54122" DOUBLE  -- 0.54122,
  "n__0_22561" DOUBLE  -- -0.22561
);

N 55–296

@kaggle.uysalserkan_fault_induction_motor_dataset.n_55_296
  • 8.98 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_55_296 (
  "n__0_90814" DOUBLE  -- -0.90814,
  "n_0_24857" DOUBLE  -- 0.24857,
  "n_1_2684" DOUBLE  -- 1.2684,
  "n_0_47842" DOUBLE  -- 0.47842,
  "n__0_046872" DOUBLE  -- -0.046872,
  "n__0_0017081" DOUBLE  -- -0.0017081,
  "n_1_6452" DOUBLE  -- 1.6452,
  "n__0_26241" DOUBLE  -- -0.26241
);

N 55–5008

@kaggle.uysalserkan_fault_induction_motor_dataset.n_55_5008
  • 9.06 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_55_5008 (
  "n__1_0709" DOUBLE  -- -1.0709,
  "n__2_3673" DOUBLE  -- -2.3673,
  "n_2_9876" DOUBLE  -- 2.9876,
  "n_0_26639" DOUBLE  -- 0.26639,
  "n__0_088457" DOUBLE  -- -0.088457,
  "n_0_011005" DOUBLE  -- 0.011005,
  "n_0_211" DOUBLE  -- 0.211,
  "n_0_25764" DOUBLE  -- 0.25764
);

N 55–7056

@kaggle.uysalserkan_fault_induction_motor_dataset.n_55_7056
  • 9.54 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_55_7056 (
  "n__0_74985" DOUBLE  -- -0.74985,
  "n__0_41556" DOUBLE  -- -0.41556,
  "n__1_8205" DOUBLE  -- -1.8205,
  "n__0_31538" DOUBLE  -- -0.31538,
  "n_0_10278" DOUBLE  -- 0.10278,
  "n__0_012656" DOUBLE  -- -0.012656,
  "n__0_45987" DOUBLE  -- -0.45987,
  "n_0_088105" DOUBLE  -- 0.088105
);

N 55–9104

@kaggle.uysalserkan_fault_induction_motor_dataset.n_55_9104
  • 9.77 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_55_9104 (
  "n__0_76865" DOUBLE  -- -0.76865,
  "n__0_93693" DOUBLE  -- -0.93693,
  "n__0_10397" DOUBLE  -- -0.10397,
  "n_0_58987" DOUBLE  -- 0.58987,
  "n_0_1234" DOUBLE  -- 0.1234,
  "n_0_049407" DOUBLE  -- 0.049407,
  "n__0_24888" DOUBLE  -- -0.24888,
  "n__0_20198" DOUBLE  -- -0.20198
);

N 56–1152

@kaggle.uysalserkan_fault_induction_motor_dataset.n_56_1152
  • 10 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_56_1152 (
  "n__0_74035" DOUBLE  -- -0.74035,
  "n__0_081979" DOUBLE  -- -0.081979,
  "n_0_23691" DOUBLE  -- 0.23691,
  "n_0_6466" DOUBLE  -- 0.6466,
  "n__0_26636" DOUBLE  -- -0.26636,
  "n__0_025453" DOUBLE  -- -0.025453,
  "n__0_44256" DOUBLE  -- -0.44256,
  "n__0_10455" DOUBLE  -- -0.10455
);

N 56–32

@kaggle.uysalserkan_fault_induction_motor_dataset.n_56_32
  • 8.96 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_56_32 (
  "n__0_88716" DOUBLE  -- -0.88716,
  "n_0_11455" DOUBLE  -- 0.11455,
  "n__1_3061" DOUBLE  -- -1.3061,
  "n__0_30773" DOUBLE  -- -0.30773,
  "n_0_052694" DOUBLE  -- 0.052694,
  "n__0_031845" DOUBLE  -- -0.031845,
  "n__0_17235" DOUBLE  -- -0.17235,
  "n__0_27677" DOUBLE  -- -0.27677
);

N 56–7296

@kaggle.uysalserkan_fault_induction_motor_dataset.n_56_7296
  • 9.04 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_56_7296 (
  "n__0_83458" DOUBLE  -- -0.83458,
  "n__1_6224" DOUBLE  -- -1.6224,
  "n_2_206" DOUBLE  -- 2.206,
  "n_0_058097" DOUBLE  -- 0.058097,
  "n_0_028989" DOUBLE  -- 0.028989,
  "n_0_024154" DOUBLE  -- 0.024154,
  "n_0_0056968" DOUBLE  -- 0.0056968,
  "n__0_0091981" DOUBLE  -- -0.0091981
);

N 56–9344

@kaggle.uysalserkan_fault_induction_motor_dataset.n_56_9344
  • 9.85 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_56_9344 (
  "n__0_76835" DOUBLE  -- -0.76835,
  "n_1_3588" DOUBLE  -- 1.3588,
  "n_0_48888" DOUBLE  -- 0.48888,
  "n_0_1271" DOUBLE  -- 0.1271,
  "n_0_010216" DOUBLE  -- 0.010216,
  "n_0_01739" DOUBLE  -- 0.01739,
  "n_0_23586" DOUBLE  -- 0.23586,
  "n_0_08404" DOUBLE  -- 0.08404
);

N 57–344

@kaggle.uysalserkan_fault_induction_motor_dataset.n_57_344
  • 8.96 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_57_344 (
  "n__0_93655" DOUBLE  -- -0.93655,
  "n_0_38903" DOUBLE  -- 0.38903,
  "n_1_7034" DOUBLE  -- 1.7034,
  "n__0_090516" DOUBLE  -- -0.090516,
  "n_0_10911" DOUBLE  -- 0.10911,
  "n_0_055677" DOUBLE  -- 0.055677,
  "n_0_94526" DOUBLE  -- 0.94526,
  "n_0_13459" DOUBLE  -- 0.13459
);

N 57–5488

@kaggle.uysalserkan_fault_induction_motor_dataset.n_57_5488
  • 9.2 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_57_5488 (
  "n__0_82922" DOUBLE  -- -0.82922,
  "n_0_26248" DOUBLE  -- 0.26248,
  "n_0_5274" DOUBLE  -- 0.5274,
  "n_0_0095529" DOUBLE  -- 0.0095529,
  "n_0_081865" DOUBLE  -- 0.081865,
  "n_0_03439" DOUBLE  -- 0.03439,
  "n_0_81322" DOUBLE  -- 0.81322,
  "n__0_078756" DOUBLE  -- -0.078756
);

N 57–9584

@kaggle.uysalserkan_fault_induction_motor_dataset.n_57_9584
  • 9.78 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_57_9584 (
  "n__0_78237" DOUBLE  -- -0.78237,
  "n__0_42845" DOUBLE  -- -0.42845,
  "n_0_10007" DOUBLE  -- 0.10007,
  "n_0_43726" DOUBLE  -- 0.43726,
  "n_0_080811" DOUBLE  -- 0.080811,
  "n_0_032651" DOUBLE  -- 0.032651,
  "n_0_47882" DOUBLE  -- 0.47882,
  "n_0_026944" DOUBLE  -- 0.026944
);

N 58–1632

@kaggle.uysalserkan_fault_induction_motor_dataset.n_58_1632
  • 9.58 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_58_1632 (
  "n_4_1453" DOUBLE  -- 4.1453,
  "n_0_70882" DOUBLE  -- 0.70882,
  "n__1_8919" DOUBLE  -- -1.8919,
  "n__0_12971" DOUBLE  -- -0.12971,
  "n_0_035167" DOUBLE  -- 0.035167,
  "n__0_051957" DOUBLE  -- -0.051957,
  "n__1_2006" DOUBLE  -- -1.2006,
  "n_0_28648" DOUBLE  -- 0.28648
);

N 58–368

@kaggle.uysalserkan_fault_induction_motor_dataset.n_58_368
  • 9.26 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_58_368 (
  "n__0_5825" DOUBLE  -- -0.5825,
  "n_2_5062" DOUBLE  -- 2.5062,
  "n__2_7649" DOUBLE  -- -2.7649,
  "n__0_71094" DOUBLE  -- -0.71094,
  "n_0_21631" DOUBLE  -- 0.21631,
  "n_0_0049982" DOUBLE  -- 0.0049982,
  "n__0_66825" DOUBLE  -- -0.66825,
  "n_0_17648" DOUBLE  -- 0.17648
);

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