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 32–9728

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_9728
  • 9.87 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_32_9728 (
  "n__0_75503" DOUBLE  -- -0.75503,
  "n_1_1277" DOUBLE  -- 1.1277,
  "n_1_2078" DOUBLE  -- 1.2078,
  "n_0_5617" DOUBLE  -- 0.5617,
  "n__0_1042" DOUBLE  -- -0.1042,
  "n__0_030997" DOUBLE  -- -0.030997,
  "n__1_003" DOUBLE  -- -1.003,
  "n__0_10375" DOUBLE  -- -0.10375
);

N 33–3824

@kaggle.uysalserkan_fault_induction_motor_dataset.n_33_3824
  • 9.53 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_33_3824 (
  "n__0_68532" DOUBLE  -- -0.68532,
  "n_1_1661" DOUBLE  -- 1.1661,
  "n_0_33354" DOUBLE  -- 0.33354,
  "n_0_55709" DOUBLE  -- 0.55709,
  "n_0_018154" DOUBLE  -- 0.018154,
  "n_0_00094237" DOUBLE  -- 0.00094237,
  "n_1_2308" DOUBLE  -- 1.2308,
  "n_0_055687" DOUBLE  -- 0.055687
);

N 33–5872

@kaggle.uysalserkan_fault_induction_motor_dataset.n_33_5872
  • 9.26 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_33_5872 (
  "n_4_4302" DOUBLE  -- 4.4302,
  "n__0_1926" DOUBLE  -- -0.1926,
  "n__0_48101" DOUBLE  -- -0.48101,
  "n_0_075709" DOUBLE  -- 0.075709,
  "n_0_088595" DOUBLE  -- 0.088595,
  "n_0_01252" DOUBLE  -- 0.01252,
  "n_0_31531" DOUBLE  -- 0.31531,
  "n_0_24496" DOUBLE  -- 0.24496
);

N 33–9968

@kaggle.uysalserkan_fault_induction_motor_dataset.n_33_9968
  • 9.73 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_33_9968 (
  "n__0_71878" DOUBLE  -- -0.71878,
  "n_0_36661" DOUBLE  -- 0.36661,
  "n__0_50662" DOUBLE  -- -0.50662,
  "n__0_14464" DOUBLE  -- -0.14464,
  "n_0_019754" DOUBLE  -- 0.019754,
  "n_0_032067" DOUBLE  -- 0.032067,
  "n_1_4479" DOUBLE  -- 1.4479,
  "n_0_11432" DOUBLE  -- 0.11432
);

N 34–2016

@kaggle.uysalserkan_fault_induction_motor_dataset.n_34_2016
  • 9.57 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_34_2016 (
  "n_4_4553" DOUBLE  -- 4.4553,
  "n__0_84105" DOUBLE  -- -0.84105,
  "n__0_26997" DOUBLE  -- -0.26997,
  "n__0_14084" DOUBLE  -- -0.14084,
  "n_0_50318" DOUBLE  -- 0.50318,
  "n_0_0058197" DOUBLE  -- 0.0058197,
  "n_0_14675" DOUBLE  -- 0.14675,
  "n_0_26451" DOUBLE  -- 0.26451
);

N 34–4064

@kaggle.uysalserkan_fault_induction_motor_dataset.n_34_4064
  • 9.15 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_34_4064 (
  "n__0_78387" DOUBLE  -- -0.78387,
  "n__0_89217" DOUBLE  -- -0.89217,
  "n_0_047187" DOUBLE  -- 0.047187,
  "n_0_2586" DOUBLE  -- 0.2586,
  "n__0_0036367" DOUBLE  -- -0.0036367,
  "n_0_026176" DOUBLE  -- 0.026176,
  "n_0_084975" DOUBLE  -- 0.084975,
  "n__0_1591" DOUBLE  -- -0.1591
);

N 34–6112

@kaggle.uysalserkan_fault_induction_motor_dataset.n_34_6112
  • 9.45 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_34_6112 (
  "n_4_4427" DOUBLE  -- 4.4427,
  "n_0_24289" DOUBLE  -- 0.24289,
  "n__0_43176" DOUBLE  -- -0.43176,
  "n__0_29951" DOUBLE  -- -0.29951,
  "n_0_033889" DOUBLE  -- 0.033889,
  "n_0_03414" DOUBLE  -- 0.03414,
  "n__0_43842" DOUBLE  -- -0.43842,
  "n_0_19658" DOUBLE  -- 0.19658
);

N 34–816

@kaggle.uysalserkan_fault_induction_motor_dataset.n_34_816
  • 9.5 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_34_816 (
  "n__0_70241" DOUBLE  -- -0.70241,
  "n_0_26482" DOUBLE  -- 0.26482,
  "n__0_90556" DOUBLE  -- -0.90556,
  "n_0_012848" DOUBLE  -- 0.012848,
  "n_0_092198" DOUBLE  -- 0.092198,
  "n_0_025598" DOUBLE  -- 0.025598,
  "n_0_73536" DOUBLE  -- 0.73536,
  "n_0_22698" DOUBLE  -- 0.22698
);

N 35–2256

@kaggle.uysalserkan_fault_induction_motor_dataset.n_35_2256
  • 9.54 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_35_2256 (
  "n__0_72866" DOUBLE  -- -0.72866,
  "n__1_0333" DOUBLE  -- -1.0333,
  "n__1_0826" DOUBLE  -- -1.0826,
  "n_0_12335" DOUBLE  -- 0.12335,
  "n__0_15625" DOUBLE  -- -0.15625,
  "n__0_036022" DOUBLE  -- -0.036022,
  "n_1_2586" DOUBLE  -- 1.2586,
  "n_0_1488" DOUBLE  -- 0.1488
);

N 35–4304

@kaggle.uysalserkan_fault_induction_motor_dataset.n_35_4304
  • 9.32 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_35_4304 (
  "n__0_92925" DOUBLE  -- -0.92925,
  "n__0_45998" DOUBLE  -- -0.45998,
  "n_0_55815" DOUBLE  -- 0.55815,
  "n_0_40432" DOUBLE  -- 0.40432,
  "n__0_020277" DOUBLE  -- -0.020277,
  "n_0_031066" DOUBLE  -- 0.031066,
  "n_0_74683" DOUBLE  -- 0.74683,
  "n__0_21463" DOUBLE  -- -0.21463
);

N 35–6352

@kaggle.uysalserkan_fault_induction_motor_dataset.n_35_6352
  • 9.65 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_35_6352 (
  "n__0_77053" DOUBLE  -- -0.77053,
  "n__0_1011" DOUBLE  -- -0.1011,
  "n_1_3816" DOUBLE  -- 1.3816,
  "n_1_4263" DOUBLE  -- 1.4263,
  "n_0_042271" DOUBLE  -- 0.042271,
  "n__0_0023498" DOUBLE  -- -0.0023498,
  "n_0_54206" DOUBLE  -- 0.54206,
  "n__0_21546" DOUBLE  -- -0.21546
);

N 36–0448

@kaggle.uysalserkan_fault_induction_motor_dataset.n_36_0448
  • 9.24 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_36_0448 (
  "n_4_4172" DOUBLE  -- 4.4172,
  "n_0_91254" DOUBLE  -- 0.91254,
  "n_0_1171" DOUBLE  -- 0.1171,
  "n__0_28314" DOUBLE  -- -0.28314,
  "n__0_10917" DOUBLE  -- -0.10917,
  "n__0_00046948" DOUBLE  -- -0.00046948,
  "n__1_1324" DOUBLE  -- -1.1324,
  "n__0_088515" DOUBLE  -- -0.088515
);

N 36–2496

@kaggle.uysalserkan_fault_induction_motor_dataset.n_36_2496
  • 9.21 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_36_2496 (
  "n__0_68438" DOUBLE  -- -0.68438,
  "n_1_5867" DOUBLE  -- 1.5867,
  "n_0_64524" DOUBLE  -- 0.64524,
  "n_0_4642" DOUBLE  -- 0.4642,
  "n_0_014841" DOUBLE  -- 0.014841,
  "n_0_00521" DOUBLE  -- 0.00521,
  "n_0_57782" DOUBLE  -- 0.57782,
  "n__0_077442" DOUBLE  -- -0.077442
);

N 36–4544

@kaggle.uysalserkan_fault_induction_motor_dataset.n_36_4544
  • 9.32 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_36_4544 (
  "n__0_78537" DOUBLE  -- -0.78537,
  "n__0_33421" DOUBLE  -- -0.33421,
  "n_0_3609" DOUBLE  -- 0.3609,
  "n__0_59914" DOUBLE  -- -0.59914,
  "n_0_01116" DOUBLE  -- 0.01116,
  "n_0_0032398" DOUBLE  -- 0.0032398,
  "n_1_2753" DOUBLE  -- 1.2753,
  "n__0_23907" DOUBLE  -- -0.23907
);

N 36–6592

@kaggle.uysalserkan_fault_induction_motor_dataset.n_36_6592
  • 9.65 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_36_6592 (
  "n__0_59388" DOUBLE  -- -0.59388,
  "n__0_52071" DOUBLE  -- -0.52071,
  "n_1_4482" DOUBLE  -- 1.4482,
  "n__0_65908" DOUBLE  -- -0.65908,
  "n__1_1466" DOUBLE  -- -1.1466,
  "n__0_10785" DOUBLE  -- -0.10785,
  "n_1_2847" DOUBLE  -- 1.2847,
  "n__0_041056" DOUBLE  -- -0.041056
);

N 36–864

@kaggle.uysalserkan_fault_induction_motor_dataset.n_36_864
  • 9.36 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_36_864 (
  "n__0_67488" DOUBLE  -- -0.67488,
  "n_1_7338" DOUBLE  -- 1.7338,
  "n_0_72779" DOUBLE  -- 0.72779,
  "n_0_8041" DOUBLE  -- 0.8041,
  "n__0_093813" DOUBLE  -- -0.093813,
  "n_0_0043436" DOUBLE  -- 0.0043436,
  "n__0_6415" DOUBLE  -- -0.6415,
  "n_0_0014862" DOUBLE  -- 0.0014862
);

N 37–0688

@kaggle.uysalserkan_fault_induction_motor_dataset.n_37_0688
  • 9.51 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_37_0688 (
  "n__0_54847" DOUBLE  -- -0.54847,
  "n__0_14318" DOUBLE  -- -0.14318,
  "n__0_6298" DOUBLE  -- -0.6298,
  "n__0_039473" DOUBLE  -- -0.039473,
  "n_0_027165" DOUBLE  -- 0.027165,
  "n_0_031162" DOUBLE  -- 0.031162,
  "n__0_29837" DOUBLE  -- -0.29837,
  "n_0_22053" DOUBLE  -- 0.22053
);

N 37–4784

@kaggle.uysalserkan_fault_induction_motor_dataset.n_37_4784
  • 9.41 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_37_4784 (
  "n__0_68504" DOUBLE  -- -0.68504,
  "n__0_83667" DOUBLE  -- -0.83667,
  "n__0_0076293" DOUBLE  -- -0.0076293,
  "n_0_19042" DOUBLE  -- 0.19042,
  "n__0_062883" DOUBLE  -- -0.062883,
  "n__0_0052248" DOUBLE  -- -0.0052248,
  "n_0_60953" DOUBLE  -- 0.60953,
  "n__0_20996" DOUBLE  -- -0.20996
);

N 37–6832

@kaggle.uysalserkan_fault_induction_motor_dataset.n_37_6832
  • 9.07 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_37_6832 (
  "n__0_86229" DOUBLE  -- -0.86229,
  "n_0_17242" DOUBLE  -- 0.17242,
  "n_0_43265" DOUBLE  -- 0.43265,
  "n_0_36294" DOUBLE  -- 0.36294,
  "n__0_10096" DOUBLE  -- -0.10096,
  "n__0_044885" DOUBLE  -- -0.044885,
  "n_1_76" DOUBLE  -- 1.76,
  "n_0_23277" DOUBLE  -- 0.23277
);

N 37–888

@kaggle.uysalserkan_fault_induction_motor_dataset.n_37_888
  • 9.22 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_37_888 (
  "n__0_67602" DOUBLE  -- -0.67602,
  "n_1_7123" DOUBLE  -- 1.7123,
  "n__0_91975" DOUBLE  -- -0.91975,
  "n__0_14004" DOUBLE  -- -0.14004,
  "n_0_064922" DOUBLE  -- 0.064922,
  "n__0_0062645" DOUBLE  -- -0.0062645,
  "n__1_365" DOUBLE  -- -1.365,
  "n_0_13201" DOUBLE  -- 0.13201
);

N 38–0928

@kaggle.uysalserkan_fault_induction_motor_dataset.n_38_0928
  • 9.2 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_38_0928 (
  "n__0_7105" DOUBLE  -- -0.7105,
  "n_0_80076" DOUBLE  -- 0.80076,
  "n_1_0917" DOUBLE  -- 1.0917,
  "n_0_47357" DOUBLE  -- 0.47357,
  "n_0_11935" DOUBLE  -- 0.11935,
  "n_0_032895" DOUBLE  -- 0.032895,
  "n_0_47855" DOUBLE  -- 0.47855,
  "n__0_16474" DOUBLE  -- -0.16474
);

N 38–2976

@kaggle.uysalserkan_fault_induction_motor_dataset.n_38_2976
  • 9.75 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_38_2976 (
  "n__0_5713" DOUBLE  -- -0.5713,
  "n_0_45106" DOUBLE  -- 0.45106,
  "n__0_40449" DOUBLE  -- -0.40449,
  "n_0_12974" DOUBLE  -- 0.12974,
  "n__0_070166" DOUBLE  -- -0.070166,
  "n__0_032011" DOUBLE  -- -0.032011,
  "n_0_10337" DOUBLE  -- 0.10337,
  "n_0_19154" DOUBLE  -- 0.19154
);

N 38–5024

@kaggle.uysalserkan_fault_induction_motor_dataset.n_38_5024
  • 9.35 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_38_5024 (
  "n__0_62168" DOUBLE  -- -0.62168,
  "n_0_52736" DOUBLE  -- 0.52736,
  "n_0_20135" DOUBLE  -- 0.20135,
  "n_0_18735" DOUBLE  -- 0.18735,
  "n_0_11017" DOUBLE  -- 0.11017,
  "n_0_052096" DOUBLE  -- 0.052096,
  "n__0_25411" DOUBLE  -- -0.25411,
  "n__0_19134" DOUBLE  -- -0.19134
);

N 38–7072

@kaggle.uysalserkan_fault_induction_motor_dataset.n_38_7072
  • 9.26 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_38_7072 (
  "n_4_4424" DOUBLE  -- 4.4424,
  "n_0_63393" DOUBLE  -- 0.63393,
  "n__0_89824" DOUBLE  -- -0.89824,
  "n__0_19969" DOUBLE  -- -0.19969,
  "n_0_17679" DOUBLE  -- 0.17679,
  "n_0_040955" DOUBLE  -- 0.040955,
  "n__0_8375" DOUBLE  -- -0.8375,
  "n__0_11534" DOUBLE  -- -0.11534
);

N 39–1168

@kaggle.uysalserkan_fault_induction_motor_dataset.n_39_1168
  • 9.35 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_39_1168 (
  "n__0_65597" DOUBLE  -- -0.65597,
  "n_1_4717" DOUBLE  -- 1.4717,
  "n__0_14354" DOUBLE  -- -0.14354,
  "n__0_23882" DOUBLE  -- -0.23882,
  "n_0_0019315" DOUBLE  -- 0.0019315,
  "n_0_023718" DOUBLE  -- 0.023718,
  "n__0_83592" DOUBLE  -- -0.83592,
  "n_0_063402" DOUBLE  -- 0.063402
);

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