Name: Machinery Fault Dataset
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

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

8.73 MB
249999 rows
8 columns


CREATE TABLE n_26_4192 (
  "n__0_60631" DOUBLE,
  "n_0_71868" DOUBLE,
  "n_0_52864" DOUBLE,
  "n_0_063094" DOUBLE,
  "n_0_089334" DOUBLE,
  "n_0_038831" DOUBLE,
  "n__0_041986" DOUBLE,
  "n__0_10302" DOUBLE
);

N 26–624

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_624

8.55 MB
249999 rows
8 columns


CREATE TABLE n_26_624 (
  "n__0_21259" DOUBLE,
  "n_1_3083" DOUBLE,
  "n_0_29233" DOUBLE,
  "n__0_091832" DOUBLE,
  "n_0_078332" DOUBLE,
  "n_0_032606" DOUBLE,
  "n_1_404" DOUBLE,
  "n__0_044658" DOUBLE
);

N 26–8288

@kaggle.uysalserkan_fault_induction_motor_dataset.n_26_8288

9.08 MB
249999 rows
8 columns


CREATE TABLE n_26_8288 (
  "n__0_64478" DOUBLE,
  "n_0_37392" DOUBLE,
  "n_0_14502" DOUBLE,
  "n_0_19152" DOUBLE,
  "n__0_34046" DOUBLE,
  "n__0_099036" DOUBLE,
  "n__0_12376" DOUBLE,
  "n_0_28045" DOUBLE
);

N 27–2384

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_2384

8.67 MB
249999 rows
8 columns


CREATE TABLE n_27_2384 (
  "n__0_6267" DOUBLE,
  "n__0_0070924" DOUBLE,
  "n_1_4449" DOUBLE,
  "n_0_2157" DOUBLE,
  "n_0_057716" DOUBLE,
  "n__0_00039247" DOUBLE,
  "n_0_48375" DOUBLE,
  "n__0_16279" DOUBLE
);

N 27–4432

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_4432

8.72 MB
249999 rows
8 columns


CREATE TABLE n_27_4432 (
  "n__0_87173" DOUBLE,
  "n__0_91819" DOUBLE,
  "n_0_64224" DOUBLE,
  "n__0_30216" DOUBLE,
  "n_0_027794" DOUBLE,
  "n_0_0060507" DOUBLE,
  "n__0_37946" DOUBLE,
  "n_0_041984" DOUBLE
);

N 27–648

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_648

8.67 MB
249999 rows
8 columns


CREATE TABLE n_27_648 (
  "n__0_78205" DOUBLE,
  "n_0_56332" DOUBLE,
  "n__0_75262" DOUBLE,
  "n_0_024666" DOUBLE,
  "n_0_058975" DOUBLE,
  "n_0_01827" DOUBLE,
  "n_0_046045" DOUBLE,
  "n_0_050527" DOUBLE
);

N 27–8528

@kaggle.uysalserkan_fault_induction_motor_dataset.n_27_8528

8.66 MB
249999 rows
8 columns


CREATE TABLE n_27_8528 (
  "n__0_76904" DOUBLE,
  "n__0_093314" DOUBLE,
  "n__0_20889" DOUBLE,
  "n__0_23691" DOUBLE,
  "n_0_037801" DOUBLE,
  "n__0_014902" DOUBLE,
  "n_0_98736" DOUBLE,
  "n__0_077928" DOUBLE
);

N 28–4672

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_4672

8.82 MB
249999 rows
8 columns


CREATE TABLE n_28_4672 (
  "n__0_68251" DOUBLE,
  "n__0_97303" DOUBLE,
  "n_0_25514" DOUBLE,
  "n__0_13453" DOUBLE,
  "n_0_022978" DOUBLE,
  "n_0_0024633" DOUBLE,
  "n__0_58578" DOUBLE,
  "n_0_12021" DOUBLE
);

N 28–672

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_672

8.51 MB
249999 rows
8 columns


CREATE TABLE n_28_672 (
  "n__0_77236" DOUBLE,
  "n__0_34917" DOUBLE,
  "n_0_12479" DOUBLE,
  "n__0_17932" DOUBLE,
  "n_0_18507" DOUBLE,
  "n_0_064219" DOUBLE,
  "n_0_71432" DOUBLE,
  "n__0_095549" DOUBLE
);

N 28–8768

@kaggle.uysalserkan_fault_induction_motor_dataset.n_28_8768

8.37 MB
249999 rows
8 columns


CREATE TABLE n_28_8768 (
  "n__0_54043" DOUBLE,
  "n__0_34447" DOUBLE,
  "n_0_24779" DOUBLE,
  "n_0_10975" DOUBLE,
  "n__0_075683" DOUBLE,
  "n_0_012808" DOUBLE,
  "n_0_138" DOUBLE,
  "n__0_24747" DOUBLE
);

N 29–0816

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_0816

8.87 MB
249999 rows
8 columns


CREATE TABLE n_29_0816 (
  "n__0_64859" DOUBLE,
  "n_0_46577" DOUBLE,
  "n_0_078787" DOUBLE,
  "n_0_3546" DOUBLE,
  "n__0_03167" DOUBLE,
  "n__0_0045446" DOUBLE,
  "n__0_92045" DOUBLE,
  "n_0_053399" DOUBLE
);

N 29–4912

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_4912

8.9 MB
249999 rows
8 columns


CREATE TABLE n_29_4912 (
  "n__0_68162" DOUBLE,
  "n_0_90328" DOUBLE,
  "n__0_059311" DOUBLE,
  "n__0_12862" DOUBLE,
  "n__0_033848" DOUBLE,
  "n__0_030356" DOUBLE,
  "n__0_17711" DOUBLE,
  "n__0_0026756" DOUBLE
);

N 29–696

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_696

8.48 MB
249999 rows
8 columns


CREATE TABLE n_29_696 (
  "n__0_64897" DOUBLE,
  "n_1_5875" DOUBLE,
  "n_0_82964" DOUBLE,
  "n_0_12096" DOUBLE,
  "n_0_010454" DOUBLE,
  "n_0_0053576" DOUBLE,
  "n_0_10219" DOUBLE,
  "n__0_061013" DOUBLE
);

N 29–9008

@kaggle.uysalserkan_fault_induction_motor_dataset.n_29_9008

9.87 MB
249999 rows
8 columns


CREATE TABLE n_29_9008 (
  "n__0_61217" DOUBLE,
  "n__1_3247" DOUBLE,
  "n_0_51505" DOUBLE,
  "n_0_14872" DOUBLE,
  "n__1_6858" DOUBLE,
  "n__0_17614" DOUBLE,
  "n__1_8127" DOUBLE,
  "n_0_15881" DOUBLE
);

N 30–1056

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_1056

8.59 MB
249999 rows
8 columns


CREATE TABLE n_30_1056 (
  "n_4_4553" DOUBLE,
  "n__0_80551" DOUBLE,
  "n__1_1961" DOUBLE,
  "n__0_13379" DOUBLE,
  "n_0_1964" DOUBLE,
  "n_0_072908" DOUBLE,
  "n_2_2085" DOUBLE,
  "n_0_21332" DOUBLE
);

N 30–3104

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_3104

8.55 MB
249999 rows
8 columns


CREATE TABLE n_30_3104 (
  "n__0_68767" DOUBLE,
  "n_0_27246" DOUBLE,
  "n__0_0083873" DOUBLE,
  "n__0_014135" DOUBLE,
  "n_0_13113" DOUBLE,
  "n_0_040519" DOUBLE,
  "n_1_0648" DOUBLE,
  "n__0_20823" DOUBLE
);

N 30–5152

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_5152

8.78 MB
249999 rows
8 columns


CREATE TABLE n_30_5152 (
  "n__0_66483" DOUBLE,
  "n_0_96157" DOUBLE,
  "n_0_050328" DOUBLE,
  "n_0_032091" DOUBLE,
  "n__0_087764" DOUBLE,
  "n__0_037582" DOUBLE,
  "n__1_2085" DOUBLE,
  "n_0_080876" DOUBLE
);

N 30–72

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_72

9.1 MB
249999 rows
8 columns


CREATE TABLE n_30_72 (
  "n__0_63726" DOUBLE,
  "n_0_37235" DOUBLE,
  "n_0_011624" DOUBLE,
  "n_0_10726" DOUBLE,
  "n_1_2423" DOUBLE,
  "n__0_026107" DOUBLE,
  "n_0_48419" DOUBLE,
  "n_0_085306" DOUBLE
);

N 30–9248

@kaggle.uysalserkan_fault_induction_motor_dataset.n_30_9248

8.76 MB
249999 rows
8 columns


CREATE TABLE n_30_9248 (
  "n__0_41325" DOUBLE,
  "n_0_65057" DOUBLE,
  "n__1_1091" DOUBLE,
  "n_0_11579" DOUBLE,
  "n_0_016375" DOUBLE,
  "n_0_011878" DOUBLE,
  "n__0_38477" DOUBLE,
  "n_0_14296" DOUBLE
);

N 31–3344

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_3344

8.99 MB
249999 rows
8 columns


CREATE TABLE n_31_3344 (
  "n__0_66625" DOUBLE,
  "n__0_33616" DOUBLE,
  "n__0_57569" DOUBLE,
  "n_0_26617" DOUBLE,
  "n__5_3017e_05" DOUBLE,
  "n__0_016841" DOUBLE,
  "n_1_1227" DOUBLE,
  "n_0_13106" DOUBLE
);

N 31–5392

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_5392

9.03 MB
249999 rows
8 columns


CREATE TABLE n_31_5392 (
  "n__0_66099" DOUBLE,
  "n__0_60215" DOUBLE,
  "n_0_086573" DOUBLE,
  "n__0_010968" DOUBLE,
  "n_0_021237" DOUBLE,
  "n_0_024219" DOUBLE,
  "n__0_77737" DOUBLE,
  "n_0_16513" DOUBLE
);

N 31–744

@kaggle.uysalserkan_fault_induction_motor_dataset.n_31_744

8.72 MB
249999 rows
8 columns


CREATE TABLE n_31_744 (
  "n__0_84643" DOUBLE,
  "n_0_53773" DOUBLE,
  "n_0_032746" DOUBLE,
  "n__0_018143" DOUBLE,
  "n_0_012715" DOUBLE,
  "n__0_0016888" DOUBLE,
  "n__0_7" DOUBLE,
  "n__0_034996" DOUBLE
);

N 32–3584

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_3584

9.18 MB
249999 rows
8 columns


CREATE TABLE n_32_3584 (
  "n__0_65381" DOUBLE,
  "n__0_16799" DOUBLE,
  "n__0_8402" DOUBLE,
  "n_0_38877" DOUBLE,
  "n__0_063365" DOUBLE,
  "n__0_042485" DOUBLE,
  "n_1_133" DOUBLE,
  "n_0_34657" DOUBLE
);

N 32–5632

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_5632

8.98 MB
249999 rows
8 columns


CREATE TABLE n_32_5632 (
  "n__0_63416" DOUBLE,
  "n_0_18408" DOUBLE,
  "n__0_3815" DOUBLE,
  "n__0_34322" DOUBLE,
  "n_0_16528" DOUBLE,
  "n_0_06685" DOUBLE,
  "n_0_95427" DOUBLE,
  "n_0_25557" DOUBLE
);

N 32–768

@kaggle.uysalserkan_fault_induction_motor_dataset.n_32_768

8.8 MB
249999 rows
8 columns


CREATE TABLE n_32_768 (
  "n__0_65396" DOUBLE,
  "n_0_64375" DOUBLE,
  "n_0_18637" DOUBLE,
  "n__0_15841" DOUBLE,
  "n_0_11637" DOUBLE,
  "n_0_0037917" DOUBLE,
  "n__0_070518" DOUBLE,
  "n__0_067147" DOUBLE
);