Baselight

Machinery Fault Dataset

Induction Motor Faults Database

@kaggle.uysalserkan_fault_induction_motor_dataset

Loading...
Loading...

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 26–4192

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_4192
  • 9.15 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_26_4192 (
  "n__0_60631" DOUBLE  -- -0.60631,
  "n_0_71868" DOUBLE  -- 0.71868,
  "n_0_52864" DOUBLE  -- 0.52864,
  "n_0_063094" DOUBLE  -- 0.063094,
  "n_0_089334" DOUBLE  -- 0.089334,
  "n_0_038831" DOUBLE  -- 0.038831,
  "n__0_041986" DOUBLE  -- -0.041986,
  "n__0_10302" DOUBLE  -- -0.10302
);

N 26–624

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_624
  • 8.96 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_26_624 (
  "n__0_21259" DOUBLE  -- -0.21259,
  "n_1_3083" DOUBLE  -- 1.3083,
  "n_0_29233" DOUBLE  -- 0.29233,
  "n__0_091832" DOUBLE  -- -0.091832,
  "n_0_078332" DOUBLE  -- 0.078332,
  "n_0_032606" DOUBLE  -- 0.032606,
  "n_1_404" DOUBLE  -- 1.404,
  "n__0_044658" DOUBLE  -- -0.044658
);

N 26–8288

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_8288
  • 9.52 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_26_8288 (
  "n__0_64478" DOUBLE  -- -0.64478,
  "n_0_37392" DOUBLE  -- 0.37392,
  "n_0_14502" DOUBLE  -- 0.14502,
  "n_0_19152" DOUBLE  -- 0.19152,
  "n__0_34046" DOUBLE  -- -0.34046,
  "n__0_099036" DOUBLE  -- -0.099036,
  "n__0_12376" DOUBLE  -- -0.12376,
  "n_0_28045" DOUBLE  -- 0.28045
);

N 27–2384

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_2384
  • 9.1 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_27_2384 (
  "n__0_6267" DOUBLE  -- -0.6267,
  "n__0_0070924" DOUBLE  -- -0.0070924,
  "n_1_4449" DOUBLE  -- 1.4449,
  "n_0_2157" DOUBLE  -- 0.2157,
  "n_0_057716" DOUBLE  -- 0.057716,
  "n__0_00039247" DOUBLE  -- -0.00039247,
  "n_0_48375" DOUBLE  -- 0.48375,
  "n__0_16279" DOUBLE  -- -0.16279
);

N 27–4432

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_4432
  • 9.15 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_27_4432 (
  "n__0_87173" DOUBLE  -- -0.87173,
  "n__0_91819" DOUBLE  -- -0.91819,
  "n_0_64224" DOUBLE  -- 0.64224,
  "n__0_30216" DOUBLE  -- -0.30216,
  "n_0_027794" DOUBLE  -- 0.027794,
  "n_0_0060507" DOUBLE  -- 0.0060507,
  "n__0_37946" DOUBLE  -- -0.37946,
  "n_0_041984" DOUBLE  -- 0.041984
);

N 27–648

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_648
  • 9.09 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_27_648 (
  "n__0_78205" DOUBLE  -- -0.78205,
  "n_0_56332" DOUBLE  -- 0.56332,
  "n__0_75262" DOUBLE  -- -0.75262,
  "n_0_024666" DOUBLE  -- 0.024666,
  "n_0_058975" DOUBLE  -- 0.058975,
  "n_0_01827" DOUBLE  -- 0.01827,
  "n_0_046045" DOUBLE  -- 0.046045,
  "n_0_050527" DOUBLE  -- 0.050527
);

N 27–8528

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_8528
  • 9.08 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_27_8528 (
  "n__0_76904" DOUBLE  -- -0.76904,
  "n__0_093314" DOUBLE  -- -0.093314,
  "n__0_20889" DOUBLE  -- -0.20889,
  "n__0_23691" DOUBLE  -- -0.23691,
  "n_0_037801" DOUBLE  -- 0.037801,
  "n__0_014902" DOUBLE  -- -0.014902,
  "n_0_98736" DOUBLE  -- 0.98736,
  "n__0_077928" DOUBLE  -- -0.077928
);

N 28–4672

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_4672
  • 9.24 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_28_4672 (
  "n__0_68251" DOUBLE  -- -0.68251,
  "n__0_97303" DOUBLE  -- -0.97303,
  "n_0_25514" DOUBLE  -- 0.25514,
  "n__0_13453" DOUBLE  -- -0.13453,
  "n_0_022978" DOUBLE  -- 0.022978,
  "n_0_0024633" DOUBLE  -- 0.0024633,
  "n__0_58578" DOUBLE  -- -0.58578,
  "n_0_12021" DOUBLE  -- 0.12021
);

N 28–672

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_672
  • 8.92 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_28_672 (
  "n__0_77236" DOUBLE  -- -0.77236,
  "n__0_34917" DOUBLE  -- -0.34917,
  "n_0_12479" DOUBLE  -- 0.12479,
  "n__0_17932" DOUBLE  -- -0.17932,
  "n_0_18507" DOUBLE  -- 0.18507,
  "n_0_064219" DOUBLE  -- 0.064219,
  "n_0_71432" DOUBLE  -- 0.71432,
  "n__0_095549" DOUBLE  -- -0.095549
);

N 28–8768

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_8768
  • 8.78 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_28_8768 (
  "n__0_54043" DOUBLE  -- -0.54043,
  "n__0_34447" DOUBLE  -- -0.34447,
  "n_0_24779" DOUBLE  -- 0.24779,
  "n_0_10975" DOUBLE  -- 0.10975,
  "n__0_075683" DOUBLE  -- -0.075683,
  "n_0_012808" DOUBLE  -- 0.012808,
  "n_0_138" DOUBLE  -- 0.138,
  "n__0_24747" DOUBLE  -- -0.24747
);

N 29–0816

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_0816
  • 9.3 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_29_0816 (
  "n__0_64859" DOUBLE  -- -0.64859,
  "n_0_46577" DOUBLE  -- 0.46577,
  "n_0_078787" DOUBLE  -- 0.078787,
  "n_0_3546" DOUBLE  -- 0.3546,
  "n__0_03167" DOUBLE  -- -0.03167,
  "n__0_0045446" DOUBLE  -- -0.0045446,
  "n__0_92045" DOUBLE  -- -0.92045,
  "n_0_053399" DOUBLE  -- 0.053399
);

N 29–4912

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_4912
  • 9.33 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_29_4912 (
  "n__0_68162" DOUBLE  -- -0.68162,
  "n_0_90328" DOUBLE  -- 0.90328,
  "n__0_059311" DOUBLE  -- -0.059311,
  "n__0_12862" DOUBLE  -- -0.12862,
  "n__0_033848" DOUBLE  -- -0.033848,
  "n__0_030356" DOUBLE  -- -0.030356,
  "n__0_17711" DOUBLE  -- -0.17711,
  "n__0_0026756" DOUBLE  -- -0.0026756
);

N 29–696

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_696
  • 8.89 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_29_696 (
  "n__0_64897" DOUBLE  -- -0.64897,
  "n_1_5875" DOUBLE  -- 1.5875,
  "n_0_82964" DOUBLE  -- 0.82964,
  "n_0_12096" DOUBLE  -- 0.12096,
  "n_0_010454" DOUBLE  -- 0.010454,
  "n_0_0053576" DOUBLE  -- 0.0053576,
  "n_0_10219" DOUBLE  -- 0.10219,
  "n__0_061013" DOUBLE  -- -0.061013
);

N 29–9008

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_9008
  • 10.35 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_29_9008 (
  "n__0_61217" DOUBLE  -- -0.61217,
  "n__1_3247" DOUBLE  -- -1.3247,
  "n_0_51505" DOUBLE  -- 0.51505,
  "n_0_14872" DOUBLE  -- 0.14872,
  "n__1_6858" DOUBLE  -- -1.6858,
  "n__0_17614" DOUBLE  -- -0.17614,
  "n__1_8127" DOUBLE  -- -1.8127,
  "n_0_15881" DOUBLE  -- 0.15881
);

N 30–1056

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_1056
  • 9 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_30_1056 (
  "n_4_4553" DOUBLE  -- 4.4553,
  "n__0_80551" DOUBLE  -- -0.80551,
  "n__1_1961" DOUBLE  -- -1.1961,
  "n__0_13379" DOUBLE  -- -0.13379,
  "n_0_1964" DOUBLE  -- 0.1964,
  "n_0_072908" DOUBLE  -- 0.072908,
  "n_2_2085" DOUBLE  -- 2.2085,
  "n_0_21332" DOUBLE  -- 0.21332
);

N 30–3104

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_3104
  • 8.97 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_30_3104 (
  "n__0_68767" DOUBLE  -- -0.68767,
  "n_0_27246" DOUBLE  -- 0.27246,
  "n__0_0083873" DOUBLE  -- -0.0083873,
  "n__0_014135" DOUBLE  -- -0.014135,
  "n_0_13113" DOUBLE  -- 0.13113,
  "n_0_040519" DOUBLE  -- 0.040519,
  "n_1_0648" DOUBLE  -- 1.0648,
  "n__0_20823" DOUBLE  -- -0.20823
);

N 30–5152

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_5152
  • 9.21 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_30_5152 (
  "n__0_66483" DOUBLE  -- -0.66483,
  "n_0_96157" DOUBLE  -- 0.96157,
  "n_0_050328" DOUBLE  -- 0.050328,
  "n_0_032091" DOUBLE  -- 0.032091,
  "n__0_087764" DOUBLE  -- -0.087764,
  "n__0_037582" DOUBLE  -- -0.037582,
  "n__1_2085" DOUBLE  -- -1.2085,
  "n_0_080876" DOUBLE  -- 0.080876
);

N 30–72

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_72
  • 9.54 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_30_72 (
  "n__0_63726" DOUBLE  -- -0.63726,
  "n_0_37235" DOUBLE  -- 0.37235,
  "n_0_011624" DOUBLE  -- 0.011624,
  "n_0_10726" DOUBLE  -- 0.10726,
  "n_1_2423" DOUBLE  -- 1.2423,
  "n__0_026107" DOUBLE  -- -0.026107,
  "n_0_48419" DOUBLE  -- 0.48419,
  "n_0_085306" DOUBLE  -- 0.085306
);

N 30–9248

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_9248
  • 9.19 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_30_9248 (
  "n__0_41325" DOUBLE  -- -0.41325,
  "n_0_65057" DOUBLE  -- 0.65057,
  "n__1_1091" DOUBLE  -- -1.1091,
  "n_0_11579" DOUBLE  -- 0.11579,
  "n_0_016375" DOUBLE  -- 0.016375,
  "n_0_011878" DOUBLE  -- 0.011878,
  "n__0_38477" DOUBLE  -- -0.38477,
  "n_0_14296" DOUBLE  -- 0.14296
);

N 31–3344

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_3344
  • 9.42 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_31_3344 (
  "n__0_66625" DOUBLE  -- -0.66625,
  "n__0_33616" DOUBLE  -- -0.33616,
  "n__0_57569" DOUBLE  -- -0.57569,
  "n_0_26617" DOUBLE  -- 0.26617,
  "n__5_3017e_05" DOUBLE  -- -5.3017e-05,
  "n__0_016841" DOUBLE  -- -0.016841,
  "n_1_1227" DOUBLE  -- 1.1227,
  "n_0_13106" DOUBLE  -- 0.13106
);

N 31–5392

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_5392
  • 9.47 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_31_5392 (
  "n__0_66099" DOUBLE  -- -0.66099,
  "n__0_60215" DOUBLE  -- -0.60215,
  "n_0_086573" DOUBLE  -- 0.086573,
  "n__0_010968" DOUBLE  -- -0.010968,
  "n_0_021237" DOUBLE  -- 0.021237,
  "n_0_024219" DOUBLE  -- 0.024219,
  "n__0_77737" DOUBLE  -- -0.77737,
  "n_0_16513" DOUBLE  -- 0.16513
);

N 31–744

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_744
  • 9.15 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_31_744 (
  "n__0_84643" DOUBLE  -- -0.84643,
  "n_0_53773" DOUBLE  -- 0.53773,
  "n_0_032746" DOUBLE  -- 0.032746,
  "n__0_018143" DOUBLE  -- -0.018143,
  "n_0_012715" DOUBLE  -- 0.012715,
  "n__0_0016888" DOUBLE  -- -0.0016888,
  "n__0_7" DOUBLE  -- -0.7,
  "n__0_034996" DOUBLE  -- -0.034996
);

N 32–3584

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_3584
  • 9.63 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_32_3584 (
  "n__0_65381" DOUBLE  -- -0.65381,
  "n__0_16799" DOUBLE  -- -0.16799,
  "n__0_8402" DOUBLE  -- -0.8402,
  "n_0_38877" DOUBLE  -- 0.38877,
  "n__0_063365" DOUBLE  -- -0.063365,
  "n__0_042485" DOUBLE  -- -0.042485,
  "n_1_133" DOUBLE  -- 1.133,
  "n_0_34657" DOUBLE  -- 0.34657
);

N 32–5632

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_5632
  • 9.42 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_32_5632 (
  "n__0_63416" DOUBLE  -- -0.63416,
  "n_0_18408" DOUBLE  -- 0.18408,
  "n__0_3815" DOUBLE  -- -0.3815,
  "n__0_34322" DOUBLE  -- -0.34322,
  "n_0_16528" DOUBLE  -- 0.16528,
  "n_0_06685" DOUBLE  -- 0.06685,
  "n_0_95427" DOUBLE  -- 0.95427,
  "n_0_25557" DOUBLE  -- 0.25557
);

N 32–768

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_768
  • 9.23 MB
  • 249,999 rows
  • 8 columns
Loading...
CREATE TABLE n_32_768 (
  "n__0_65396" DOUBLE  -- -0.65396,
  "n_0_64375" DOUBLE  -- 0.64375,
  "n_0_18637" DOUBLE  -- 0.18637,
  "n__0_15841" DOUBLE  -- -0.15841,
  "n_0_11637" DOUBLE  -- 0.11637,
  "n_0_0037917" DOUBLE  -- 0.0037917,
  "n__0_070518" DOUBLE  -- -0.070518,
  "n__0_067147" DOUBLE  -- -0.067147
);

Share link

Anyone who has the link will be able to view this.