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 45–8752

@kaggle.uysalserkan_fault_induction_motor_dataset.n_45_8752
  • 9.26 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_45_8752 (
  "n__0_69884" DOUBLE  -- -0.69884,
  "n__0_33276" DOUBLE  -- -0.33276,
  "n__0_82295" DOUBLE  -- -0.82295,
  "n__0_44113" DOUBLE  -- -0.44113,
  "n_0_064524" DOUBLE  -- 0.064524,
  "n_0_020298" DOUBLE  -- 0.020298,
  "n__0_71728" DOUBLE  -- -0.71728,
  "n_0_1233" DOUBLE  -- 0.1233
);

N 46–08

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_08
  • 9.62 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_46_08 (
  "n__0_92211" DOUBLE  -- -0.92211,
  "n_0_99593" DOUBLE  -- 0.99593,
  "n__0_27788" DOUBLE  -- -0.27788,
  "n__0_28682" DOUBLE  -- -0.28682,
  "n_0_022868" DOUBLE  -- 0.022868,
  "n_0_0021039" DOUBLE  -- 0.0021039,
  "n__0_92471" DOUBLE  -- -0.92471,
  "n_0_11996" DOUBLE  -- 0.11996
);

N 46–2848

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_2848
  • 10.34 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_46_2848 (
  "n__0_72059" DOUBLE  -- -0.72059,
  "n_0_53398" DOUBLE  -- 0.53398,
  "n_0_24949" DOUBLE  -- 0.24949,
  "n_0_10806" DOUBLE  -- 0.10806,
  "n__0_51787" DOUBLE  -- -0.51787,
  "n_0_00072418" DOUBLE  -- 0.00072418,
  "n__0_52859" DOUBLE  -- -0.52859,
  "n_0_23184" DOUBLE  -- 0.23184
);

N 46–4896

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_4896
  • 9.29 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_46_4896 (
  "n__0_70954" DOUBLE  -- -0.70954,
  "n__0_22643" DOUBLE  -- -0.22643,
  "n_1_131" DOUBLE  -- 1.131,
  "n_1_1111" DOUBLE  -- 1.1111,
  "n_0_045225" DOUBLE  -- 0.045225,
  "n_0_057628" DOUBLE  -- 0.057628,
  "n_1_5143" DOUBLE  -- 1.5143,
  "n__0_17265" DOUBLE  -- -0.17265
);

N 46–6944

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_6944
  • 9.46 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_46_6944 (
  "n__0_74074" DOUBLE  -- -0.74074,
  "n_1_7071" DOUBLE  -- 1.7071,
  "n_1_1699" DOUBLE  -- 1.1699,
  "n__0_49423" DOUBLE  -- -0.49423,
  "n_0_10088" DOUBLE  -- 0.10088,
  "n_0_012641" DOUBLE  -- 0.012641,
  "n__0_48385" DOUBLE  -- -0.48385,
  "n__0_21536" DOUBLE  -- -0.21536
);

N 47–104

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_104
  • 9.2 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_47_104 (
  "n__0_7534" DOUBLE  -- -0.7534,
  "n__0_34791" DOUBLE  -- -0.34791,
  "n_0_96194" DOUBLE  -- 0.96194,
  "n_0_41868" DOUBLE  -- 0.41868,
  "n_0_037518" DOUBLE  -- 0.037518,
  "n_0_032645" DOUBLE  -- 0.032645,
  "n_1_1194" DOUBLE  -- 1.1194,
  "n__0_16951" DOUBLE  -- -0.16951
);

N 47–3088

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_3088
  • 9.14 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_47_3088 (
  "n__0_61551" DOUBLE  -- -0.61551,
  "n__0_41125" DOUBLE  -- -0.41125,
  "n_2_6746" DOUBLE  -- 2.6746,
  "n_0_47293" DOUBLE  -- 0.47293,
  "n_0_0012893" DOUBLE  -- 0.0012893,
  "n_0_055286" DOUBLE  -- 0.055286,
  "n_2_5749" DOUBLE  -- 2.5749,
  "n__0_26441" DOUBLE  -- -0.26441
);

N 47–5136

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_5136
  • 9.64 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_47_5136 (
  "n__0_72941" DOUBLE  -- -0.72941,
  "n_0_01394" DOUBLE  -- 0.01394,
  "n_0_37053" DOUBLE  -- 0.37053,
  "n_0_48009" DOUBLE  -- 0.48009,
  "n_0_015181" DOUBLE  -- 0.015181,
  "n__0_0067971" DOUBLE  -- -0.0067971,
  "n_0_18543" DOUBLE  -- 0.18543,
  "n__0_25944" DOUBLE  -- -0.25944
);

N 47–7184

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_7184
  • 9.31 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_47_7184 (
  "n__0_91608" DOUBLE  -- -0.91608,
  "n__0_2271" DOUBLE  -- -0.2271,
  "n__2_3892" DOUBLE  -- -2.3892,
  "n__0_5313" DOUBLE  -- -0.5313,
  "n_0_12979" DOUBLE  -- 0.12979,
  "n_0_017711" DOUBLE  -- 0.017711,
  "n__1_1949" DOUBLE  -- -1.1949,
  "n__0_053566" DOUBLE  -- -0.053566
);

N 48–128

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_128
  • 9.73 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_48_128 (
  "n_4_7881" DOUBLE  -- 4.7881,
  "n__0_011768" DOUBLE  -- -0.011768,
  "n__0_80108" DOUBLE  -- -0.80108,
  "n__0_65752" DOUBLE  -- -0.65752,
  "n__0_00025853" DOUBLE  -- -0.00025853,
  "n__0_0040376" DOUBLE  -- -0.0040376,
  "n__1_2485" DOUBLE  -- -1.2485,
  "n_0_20089" DOUBLE  -- 0.20089
);

N 48–3328

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_3328
  • 9.22 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_48_3328 (
  "n_4_3704" DOUBLE  -- 4.3704,
  "n_0_98814" DOUBLE  -- 0.98814,
  "n__0_63914" DOUBLE  -- -0.63914,
  "n__0_33929" DOUBLE  -- -0.33929,
  "n_0_0082897" DOUBLE  -- 0.0082897,
  "n__0_022475" DOUBLE  -- -0.022475,
  "n__1_1147" DOUBLE  -- -1.1147,
  "n__0_037844" DOUBLE  -- -0.037844
);

N 48–5376

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_5376
  • 9.68 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_48_5376 (
  "n__0_55099" DOUBLE  -- -0.55099,
  "n_0_20634" DOUBLE  -- 0.20634,
  "n_0_95454" DOUBLE  -- 0.95454,
  "n_0_5867" DOUBLE  -- 0.5867,
  "n_0_05342" DOUBLE  -- 0.05342,
  "n_0_041032" DOUBLE  -- 0.041032,
  "n_1_91" DOUBLE  -- 1.91,
  "n__0_22554" DOUBLE  -- -0.22554
);

N 48–7424

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_7424
  • 9.34 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_48_7424 (
  "n__0_77783" DOUBLE  -- -0.77783,
  "n_1_0419" DOUBLE  -- 1.0419,
  "n_0_91814" DOUBLE  -- 0.91814,
  "n__0_53037" DOUBLE  -- -0.53037,
  "n_0_28922" DOUBLE  -- 0.28922,
  "n_0_093168" DOUBLE  -- 0.093168,
  "n_0_3254" DOUBLE  -- 0.3254,
  "n__0_20358" DOUBLE  -- -0.20358
);

N 48–9472

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_9472
  • 9.1 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_48_9472 (
  "n_4_3302" DOUBLE  -- 4.3302,
  "n__0_05134" DOUBLE  -- -0.05134,
  "n__1_4246" DOUBLE  -- -1.4246,
  "n__0_79661" DOUBLE  -- -0.79661,
  "n_0_060491" DOUBLE  -- 0.060491,
  "n__0_012611" DOUBLE  -- -0.012611,
  "n_0_98409" DOUBLE  -- 0.98409,
  "n__0_27353" DOUBLE  -- -0.27353
);

N 49–152

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_152
  • 9.83 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_49_152 (
  "n__0_56162" DOUBLE  -- -0.56162,
  "n__0_91604" DOUBLE  -- -0.91604,
  "n_0_0043772" DOUBLE  -- 0.0043772,
  "n__0_085243" DOUBLE  -- -0.085243,
  "n_0_021969" DOUBLE  -- 0.021969,
  "n_0_03149" DOUBLE  -- 0.03149,
  "n_1_2541" DOUBLE  -- 1.2541,
  "n_0_22493" DOUBLE  -- 0.22493
);

N 49–5616

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_5616
  • 9.31 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_49_5616 (
  "n__0_74264" DOUBLE  -- -0.74264,
  "n_0_24413" DOUBLE  -- 0.24413,
  "n_0_22822" DOUBLE  -- 0.22822,
  "n__0_052126" DOUBLE  -- -0.052126,
  "n_0_018912" DOUBLE  -- 0.018912,
  "n_0_0073085" DOUBLE  -- 0.0073085,
  "n_0_22175" DOUBLE  -- 0.22175,
  "n_0_047606" DOUBLE  -- 0.047606
);

N 49–7664

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_7664
  • 9.25 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_49_7664 (
  "n__0_76721" DOUBLE  -- -0.76721,
  "n__0_3982" DOUBLE  -- -0.3982,
  "n__1_7979" DOUBLE  -- -1.7979,
  "n__0_14787" DOUBLE  -- -0.14787,
  "n_0_0053739" DOUBLE  -- 0.0053739,
  "n__0_014671" DOUBLE  -- -0.014671,
  "n_0_048621" DOUBLE  -- 0.048621,
  "n_0_35422" DOUBLE  -- 0.35422
);

N 49–9712

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_9712
  • 9.61 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_49_9712 (
  "n__0_71637" DOUBLE  -- -0.71637,
  "n__0_38355" DOUBLE  -- -0.38355,
  "n__0_45561" DOUBLE  -- -0.45561,
  "n_0_033562" DOUBLE  -- 0.033562,
  "n_0_09821" DOUBLE  -- 0.09821,
  "n_0_048753" DOUBLE  -- 0.048753,
  "n__0_00908" DOUBLE  -- -0.00908,
  "n_0_2464" DOUBLE  -- 0.2464
);

N 50–3808

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_3808
  • 9.13 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_50_3808 (
  "n_4_3284" DOUBLE  -- 4.3284,
  "n__0_24778" DOUBLE  -- -0.24778,
  "n__1_5304" DOUBLE  -- -1.5304,
  "n__0_33891" DOUBLE  -- -0.33891,
  "n_0_023536" DOUBLE  -- 0.023536,
  "n__0_0071501" DOUBLE  -- -0.0071501,
  "n__1_4998" DOUBLE  -- -1.4998,
  "n__0_13186" DOUBLE  -- -0.13186
);

N 50–5856

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_5856
  • 9.66 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_50_5856 (
  "n__0_94772" DOUBLE  -- -0.94772,
  "n_0_85899" DOUBLE  -- 0.85899,
  "n_0_46021" DOUBLE  -- 0.46021,
  "n__0_013531" DOUBLE  -- -0.013531,
  "n_0_0044683" DOUBLE  -- 0.0044683,
  "n_0_0001081" DOUBLE  -- 0.0001081,
  "n__0_14727" DOUBLE  -- -0.14727,
  "n_0_055419" DOUBLE  -- 0.055419
);

N 50–7904

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_7904
  • 9.36 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_50_7904 (
  "n__0_7229" DOUBLE  -- -0.7229,
  "n_0_47174" DOUBLE  -- 0.47174,
  "n_1_0436" DOUBLE  -- 1.0436,
  "n_0_77464" DOUBLE  -- 0.77464,
  "n_0_051159" DOUBLE  -- 0.051159,
  "n_0_0081941" DOUBLE  -- 0.0081941,
  "n_1_3785" DOUBLE  -- 1.3785,
  "n_0_0009751" DOUBLE  -- 0.0009751
);

N 50–9952

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_9952
  • 9.21 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_50_9952 (
  "n__0_89277" DOUBLE  -- -0.89277,
  "n__0_45756" DOUBLE  -- -0.45756,
  "n__1_8349" DOUBLE  -- -1.8349,
  "n__0_37923" DOUBLE  -- -0.37923,
  "n_0_12792" DOUBLE  -- 0.12792,
  "n_0_028454" DOUBLE  -- 0.028454,
  "n_0_2261" DOUBLE  -- 0.2261,
  "n__0_22763" DOUBLE  -- -0.22763
);

N 51–4048

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_4048
  • 9.66 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_51_4048 (
  "n__0_68935" DOUBLE  -- -0.68935,
  "n__0_088645" DOUBLE  -- -0.088645,
  "n_1_0215" DOUBLE  -- 1.0215,
  "n_0_50843" DOUBLE  -- 0.50843,
  "n_0_004038" DOUBLE  -- 0.004038,
  "n_0_029244" DOUBLE  -- 0.029244,
  "n_1_5716" DOUBLE  -- 1.5716,
  "n__0_16754" DOUBLE  -- -0.16754
);

N 51–6096

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_6096
  • 9.27 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_51_6096 (
  "n_4_3447" DOUBLE  -- 4.3447,
  "n__0_30268" DOUBLE  -- -0.30268,
  "n__0_7129" DOUBLE  -- -0.7129,
  "n__0_43636" DOUBLE  -- -0.43636,
  "n_0_022348" DOUBLE  -- 0.022348,
  "n__0_034412" DOUBLE  -- -0.034412,
  "n__0_30285" DOUBLE  -- -0.30285,
  "n__0_28616" DOUBLE  -- -0.28616
);

N 51–8144

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_8144
  • 9.18 MB
  • 249,999 rows
  • 8 columns
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CREATE TABLE n_51_8144 (
  "n__0_86417" DOUBLE  -- -0.86417,
  "n__0_4997" DOUBLE  -- -0.4997,
  "n__2_3152" DOUBLE  -- -2.3152,
  "n__0_24675" DOUBLE  -- -0.24675,
  "n_0_048263" DOUBLE  -- 0.048263,
  "n__0_015936" DOUBLE  -- -0.015936,
  "n__0_17084" DOUBLE  -- -0.17084,
  "n__0_083258" DOUBLE  -- -0.083258
);

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