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 19–6608

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_6608
  • 8.79 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_19_6608 (
  "n__0_60481" DOUBLE  -- -0.60481,
  "n__0_19058" DOUBLE  -- -0.19058,
  "n__0_28975" DOUBLE  -- -0.28975,
  "n__0_28266" DOUBLE  -- -0.28266,
  "n__0_068753" DOUBLE  -- -0.068753,
  "n__0_019966" DOUBLE  -- -0.019966,
  "n__0_37147" DOUBLE  -- -0.37147,
  "n__0_031784" DOUBLE  -- -0.031784
);

N 19–8656

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_8656
  • 10 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_19_8656 (
  "n_4_5265" DOUBLE  -- 4.5265,
  "n__1_1733" DOUBLE  -- -1.1733,
  "n__0_81301" DOUBLE  -- -0.81301,
  "n__0_49422" DOUBLE  -- -0.49422,
  "n_0_19114" DOUBLE  -- 0.19114,
  "n_0_032157" DOUBLE  -- 0.032157,
  "n__0_77466" DOUBLE  -- -0.77466,
  "n_0_059118" DOUBLE  -- 0.059118
);

N 20–2752

@kaggle.uysalserkan_fault_induction_motor_dataset.n_20_2752
  • 8.58 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_20_2752 (
  "n__0_63873" DOUBLE  -- -0.63873,
  "n_1_2301" DOUBLE  -- 1.2301,
  "n_0_27583" DOUBLE  -- 0.27583,
  "n_0_098716" DOUBLE  -- 0.098716,
  "n__0_10902" DOUBLE  -- -0.10902,
  "n__0_011135" DOUBLE  -- -0.011135,
  "n__0_41505" DOUBLE  -- -0.41505,
  "n__0_0070807" DOUBLE  -- -0.0070807
);

N 20–48

@kaggle.uysalserkan_fault_induction_motor_dataset.n_20_48
  • 9.03 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_20_48 (
  "n__0_65117" DOUBLE  -- -0.65117,
  "n_0_98473" DOUBLE  -- 0.98473,
  "n_0_55774" DOUBLE  -- 0.55774,
  "n_0_18637" DOUBLE  -- 0.18637,
  "n_0_01197" DOUBLE  -- 0.01197,
  "n__0_019728" DOUBLE  -- -0.019728,
  "n_0_052377" DOUBLE  -- 0.052377,
  "n__0_089927" DOUBLE  -- -0.089927
);

N 20–6848

@kaggle.uysalserkan_fault_induction_motor_dataset.n_20_6848
  • 9.14 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_20_6848 (
  "n__0_62226" DOUBLE  -- -0.62226,
  "n_0_39466" DOUBLE  -- 0.39466,
  "n_0_28928" DOUBLE  -- 0.28928,
  "n_0_32926" DOUBLE  -- 0.32926,
  "n__0_0046386" DOUBLE  -- -0.0046386,
  "n__0_025799" DOUBLE  -- -0.025799,
  "n_0_56675" DOUBLE  -- 0.56675,
  "n_0_15878" DOUBLE  -- 0.15878
);

N 20–8896

@kaggle.uysalserkan_fault_induction_motor_dataset.n_20_8896
  • 8.96 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_20_8896 (
  "n__0_64681" DOUBLE  -- -0.64681,
  "n__1_5512" DOUBLE  -- -1.5512,
  "n__0_2446" DOUBLE  -- -0.2446,
  "n_0_14558" DOUBLE  -- 0.14558,
  "n_0_013929" DOUBLE  -- 0.013929,
  "n_0_01757" DOUBLE  -- 0.01757,
  "n_0_48486" DOUBLE  -- 0.48486,
  "n_0_0077167" DOUBLE  -- 0.0077167
);

N 21–0944

@kaggle.uysalserkan_fault_induction_motor_dataset.n_21_0944
  • 8.98 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_21_0944 (
  "n_4_4481" DOUBLE  -- 4.4481,
  "n_0_63012" DOUBLE  -- 0.63012,
  "n_0_35812" DOUBLE  -- 0.35812,
  "n__0_048215" DOUBLE  -- -0.048215,
  "n_0_02895" DOUBLE  -- 0.02895,
  "n__0_015409" DOUBLE  -- -0.015409,
  "n_1_4753" DOUBLE  -- 1.4753,
  "n__0_16104" DOUBLE  -- -0.16104
);

N 21–504

@kaggle.uysalserkan_fault_induction_motor_dataset.n_21_504
  • 9.1 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_21_504 (
  "n_4_4445" DOUBLE  -- 4.4445,
  "n_1_2491" DOUBLE  -- 1.2491,
  "n_0_18676" DOUBLE  -- 0.18676,
  "n__0_069417" DOUBLE  -- -0.069417,
  "n_0_0065877" DOUBLE  -- 0.0065877,
  "n__0_0034857" DOUBLE  -- -0.0034857,
  "n_0_018085" DOUBLE  -- 0.018085,
  "n__0_059212" DOUBLE  -- -0.059212
);

N 21–7088

@kaggle.uysalserkan_fault_induction_motor_dataset.n_21_7088
  • 8.86 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_21_7088 (
  "n_4_4723" DOUBLE  -- 4.4723,
  "n__0_91816" DOUBLE  -- -0.91816,
  "n__0_29647" DOUBLE  -- -0.29647,
  "n__0_12761" DOUBLE  -- -0.12761,
  "n_0_023864" DOUBLE  -- 0.023864,
  "n_0_021575" DOUBLE  -- 0.021575,
  "n__0_27183" DOUBLE  -- -0.27183,
  "n_0_20792" DOUBLE  -- 0.20792
);

N 22–1184

@kaggle.uysalserkan_fault_induction_motor_dataset.n_22_1184
  • 8.72 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_22_1184 (
  "n__0_41868" DOUBLE  -- -0.41868,
  "n__1_0808" DOUBLE  -- -1.0808,
  "n__0_56348" DOUBLE  -- -0.56348,
  "n__0_28646" DOUBLE  -- -0.28646,
  "n_0_086553" DOUBLE  -- 0.086553,
  "n_0_011923" DOUBLE  -- 0.011923,
  "n__0_020639" DOUBLE  -- -0.020639,
  "n_0_0081061" DOUBLE  -- 0.0081061
);

N 22–3232

@kaggle.uysalserkan_fault_induction_motor_dataset.n_22_3232
  • 9 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_22_3232 (
  "n_4_5036" DOUBLE  -- 4.5036,
  "n__1_5333" DOUBLE  -- -1.5333,
  "n__0_44179" DOUBLE  -- -0.44179,
  "n__0_21411" DOUBLE  -- -0.21411,
  "n_0_061178" DOUBLE  -- 0.061178,
  "n__0_010763" DOUBLE  -- -0.010763,
  "n__0_56945" DOUBLE  -- -0.56945,
  "n_0_081217" DOUBLE  -- 0.081217
);

N 22–7328

@kaggle.uysalserkan_fault_induction_motor_dataset.n_22_7328
  • 9.16 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_22_7328 (
  "n__0_59634" DOUBLE  -- -0.59634,
  "n_1_229" DOUBLE  -- 1.229,
  "n__0_010501" DOUBLE  -- -0.010501,
  "n__0_068639" DOUBLE  -- -0.068639,
  "n__0_058966" DOUBLE  -- -0.058966,
  "n__0_044198" DOUBLE  -- -0.044198,
  "n__1_1559" DOUBLE  -- -1.1559,
  "n__0_016597" DOUBLE  -- -0.016597
);

N 22–9376

@kaggle.uysalserkan_fault_induction_motor_dataset.n_22_9376
  • 8.79 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_22_9376 (
  "n__0_54993" DOUBLE  -- -0.54993,
  "n__1_4897" DOUBLE  -- -1.4897,
  "n__0_39705" DOUBLE  -- -0.39705,
  "n__0_19053" DOUBLE  -- -0.19053,
  "n_0_11104" DOUBLE  -- 0.11104,
  "n_0_041231" DOUBLE  -- 0.041231,
  "n_0_16633" DOUBLE  -- 0.16633,
  "n__0_054418" DOUBLE  -- -0.054418
);

N 23–3472

@kaggle.uysalserkan_fault_induction_motor_dataset.n_23_3472
  • 9.11 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_23_3472 (
  "n__0_81919" DOUBLE  -- -0.81919,
  "n_0_74421" DOUBLE  -- 0.74421,
  "n_0_35523" DOUBLE  -- 0.35523,
  "n_0_24898" DOUBLE  -- 0.24898,
  "n__0_052126" DOUBLE  -- -0.052126,
  "n__0_0068549" DOUBLE  -- -0.0068549,
  "n__0_2499" DOUBLE  -- -0.2499,
  "n_0_17236" DOUBLE  -- 0.17236
);

N 23–552

@kaggle.uysalserkan_fault_induction_motor_dataset.n_23_552
  • 9.12 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_23_552 (
  "n__0_62383" DOUBLE  -- -0.62383,
  "n__0_45045" DOUBLE  -- -0.45045,
  "n_0_17316" DOUBLE  -- 0.17316,
  "n__0_11682" DOUBLE  -- -0.11682,
  "n_0_15148" DOUBLE  -- 0.15148,
  "n_0_049805" DOUBLE  -- 0.049805,
  "n_0_8072" DOUBLE  -- 0.8072,
  "n_0_21812" DOUBLE  -- 0.21812
);

N 23–7568

@kaggle.uysalserkan_fault_induction_motor_dataset.n_23_7568
  • 9.32 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_23_7568 (
  "n__0_4986" DOUBLE  -- -0.4986,
  "n__0_17965" DOUBLE  -- -0.17965,
  "n__0_98997" DOUBLE  -- -0.98997,
  "n_0_048354" DOUBLE  -- 0.048354,
  "n__0_49124" DOUBLE  -- -0.49124,
  "n__0_078705" DOUBLE  -- -0.078705,
  "n__1_2177" DOUBLE  -- -1.2177,
  "n_0_15258" DOUBLE  -- 0.15258
);

N 23–9616

@kaggle.uysalserkan_fault_induction_motor_dataset.n_23_9616
  • 9.05 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_23_9616 (
  "n__0_66371" DOUBLE  -- -0.66371,
  "n_0_4433" DOUBLE  -- 0.4433,
  "n__0_059754" DOUBLE  -- -0.059754,
  "n_0_16879" DOUBLE  -- 0.16879,
  "n__0_041265" DOUBLE  -- -0.041265,
  "n_0_0040228" DOUBLE  -- 0.0040228,
  "n_0_22413" DOUBLE  -- 0.22413,
  "n__0_11125" DOUBLE  -- -0.11125
);

N 24–1664

@kaggle.uysalserkan_fault_induction_motor_dataset.n_24_1664
  • 9.83 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_24_1664 (
  "n__0_8752" DOUBLE  -- -0.8752,
  "n_0_34199" DOUBLE  -- 0.34199,
  "n__0_42883" DOUBLE  -- -0.42883,
  "n_0_17707" DOUBLE  -- 0.17707,
  "n__1_1704" DOUBLE  -- -1.1704,
  "n_0_018469" DOUBLE  -- 0.018469,
  "n__0_13119" DOUBLE  -- -0.13119,
  "n__0_18421" DOUBLE  -- -0.18421
);

N 24–576

@kaggle.uysalserkan_fault_induction_motor_dataset.n_24_576
  • 9.01 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_24_576 (
  "n__0_59003" DOUBLE  -- -0.59003,
  "n_0_82003" DOUBLE  -- 0.82003,
  "n_0_68868" DOUBLE  -- 0.68868,
  "n__0_0055473" DOUBLE  -- -0.0055473,
  "n_0_084408" DOUBLE  -- 0.084408,
  "n_0_033447" DOUBLE  -- 0.033447,
  "n_0_53587" DOUBLE  -- 0.53587,
  "n__0_12439" DOUBLE  -- -0.12439
);

N 24–7808

@kaggle.uysalserkan_fault_induction_motor_dataset.n_24_7808
  • 9.04 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_24_7808 (
  "n__0_53292" DOUBLE  -- -0.53292,
  "n__0_88941" DOUBLE  -- -0.88941,
  "n__0_59565" DOUBLE  -- -0.59565,
  "n_0_045977" DOUBLE  -- 0.045977,
  "n_0_0062473" DOUBLE  -- 0.0062473,
  "n_0_03466" DOUBLE  -- 0.03466,
  "n_0_46228" DOUBLE  -- 0.46228,
  "n_0_34005" DOUBLE  -- 0.34005
);

N 25–3952

@kaggle.uysalserkan_fault_induction_motor_dataset.n_25_3952
  • 9.16 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_25_3952 (
  "n__0_64671" DOUBLE  -- -0.64671,
  "n__1_6332" DOUBLE  -- -1.6332,
  "n__0_5982" DOUBLE  -- -0.5982,
  "n_0_020902" DOUBLE  -- 0.020902,
  "n__0_013848" DOUBLE  -- -0.013848,
  "n_0_013771" DOUBLE  -- 0.013771,
  "n__0_04135" DOUBLE  -- -0.04135,
  "n_0_37887" DOUBLE  -- 0.37887
);

N 25–6

@kaggle.uysalserkan_fault_induction_motor_dataset.n_25_6
  • 9.06 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_25_6 (
  "n__0_57341" DOUBLE  -- -0.57341,
  "n_1_3126" DOUBLE  -- 1.3126,
  "n_0_66659" DOUBLE  -- 0.66659,
  "n_0_1234" DOUBLE  -- 0.1234,
  "n__0_089774" DOUBLE  -- -0.089774,
  "n__0_024381" DOUBLE  -- -0.024381,
  "n__0_33859" DOUBLE  -- -0.33859,
  "n_0_011805" DOUBLE  -- 0.011805
);

N 25–8048

@kaggle.uysalserkan_fault_induction_motor_dataset.n_25_8048
  • 8.98 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_25_8048 (
  "n__0_62859" DOUBLE  -- -0.62859,
  "n_0_41323" DOUBLE  -- 0.41323,
  "n_1_0054" DOUBLE  -- 1.0054,
  "n_0_15487" DOUBLE  -- 0.15487,
  "n__0_11295" DOUBLE  -- -0.11295,
  "n__0_048504" DOUBLE  -- -0.048504,
  "n__0_2556" DOUBLE  -- -0.2556,
  "n__0_096109" DOUBLE  -- -0.096109
);

N 26–0096

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_0096
  • 8.92 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_26_0096 (
  "n__0_61368" DOUBLE  -- -0.61368,
  "n_1_2607" DOUBLE  -- 1.2607,
  "n_0_37885" DOUBLE  -- 0.37885,
  "n__0_014816" DOUBLE  -- -0.014816,
  "n_0_13938" DOUBLE  -- 0.13938,
  "n_0_036271" DOUBLE  -- 0.036271,
  "n__0_15667" DOUBLE  -- -0.15667,
  "n__0_012849" DOUBLE  -- -0.012849
);

N 26–2144

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_2144
  • 9.41 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_26_2144 (
  "n__0_58816" DOUBLE  -- -0.58816,
  "n__1_9312" DOUBLE  -- -1.9312,
  "n__1_0252" DOUBLE  -- -1.0252,
  "n__0_31031" DOUBLE  -- -0.31031,
  "n_0_11755" DOUBLE  -- 0.11755,
  "n_0_021754" DOUBLE  -- 0.021754,
  "n_0_034171" DOUBLE  -- 0.034171,
  "n_0_1232" DOUBLE  -- 0.1232
);

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