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 45–8752

@kaggle.uysalserkan_fault_induction_motor_dataset.n_45_8752

8.83 MB
249999 rows
8 columns


CREATE TABLE n_45_8752 (
  "n__0_69884" DOUBLE,
  "n__0_33276" DOUBLE,
  "n__0_82295" DOUBLE,
  "n__0_44113" DOUBLE,
  "n_0_064524" DOUBLE,
  "n_0_020298" DOUBLE,
  "n__0_71728" DOUBLE,
  "n_0_1233" DOUBLE
);

N 46–08

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_08

9.18 MB
249999 rows
8 columns


CREATE TABLE n_46_08 (
  "n__0_92211" DOUBLE,
  "n_0_99593" DOUBLE,
  "n__0_27788" DOUBLE,
  "n__0_28682" DOUBLE,
  "n_0_022868" DOUBLE,
  "n_0_0021039" DOUBLE,
  "n__0_92471" DOUBLE,
  "n_0_11996" DOUBLE
);

N 46–2848

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_2848

9.86 MB
249999 rows
8 columns


CREATE TABLE n_46_2848 (
  "n__0_72059" DOUBLE,
  "n_0_53398" DOUBLE,
  "n_0_24949" DOUBLE,
  "n_0_10806" DOUBLE,
  "n__0_51787" DOUBLE,
  "n_0_00072418" DOUBLE,
  "n__0_52859" DOUBLE,
  "n_0_23184" DOUBLE
);

N 46–4896

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_4896

8.86 MB
249999 rows
8 columns


CREATE TABLE n_46_4896 (
  "n__0_70954" DOUBLE,
  "n__0_22643" DOUBLE,
  "n_1_131" DOUBLE,
  "n_1_1111" DOUBLE,
  "n_0_045225" DOUBLE,
  "n_0_057628" DOUBLE,
  "n_1_5143" DOUBLE,
  "n__0_17265" DOUBLE
);

N 46–6944

@kaggle.uysalserkan_fault_induction_motor_dataset.n_46_6944

9.02 MB
249999 rows
8 columns


CREATE TABLE n_46_6944 (
  "n__0_74074" DOUBLE,
  "n_1_7071" DOUBLE,
  "n_1_1699" DOUBLE,
  "n__0_49423" DOUBLE,
  "n_0_10088" DOUBLE,
  "n_0_012641" DOUBLE,
  "n__0_48385" DOUBLE,
  "n__0_21536" DOUBLE
);

N 47–104

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_104

8.77 MB
249999 rows
8 columns


CREATE TABLE n_47_104 (
  "n__0_7534" DOUBLE,
  "n__0_34791" DOUBLE,
  "n_0_96194" DOUBLE,
  "n_0_41868" DOUBLE,
  "n_0_037518" DOUBLE,
  "n_0_032645" DOUBLE,
  "n_1_1194" DOUBLE,
  "n__0_16951" DOUBLE
);

N 47–3088

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_3088

8.72 MB
249999 rows
8 columns


CREATE TABLE n_47_3088 (
  "n__0_61551" DOUBLE,
  "n__0_41125" DOUBLE,
  "n_2_6746" DOUBLE,
  "n_0_47293" DOUBLE,
  "n_0_0012893" DOUBLE,
  "n_0_055286" DOUBLE,
  "n_2_5749" DOUBLE,
  "n__0_26441" DOUBLE
);

N 47–5136

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_5136

9.19 MB
249999 rows
8 columns


CREATE TABLE n_47_5136 (
  "n__0_72941" DOUBLE,
  "n_0_01394" DOUBLE,
  "n_0_37053" DOUBLE,
  "n_0_48009" DOUBLE,
  "n_0_015181" DOUBLE,
  "n__0_0067971" DOUBLE,
  "n_0_18543" DOUBLE,
  "n__0_25944" DOUBLE
);

N 47–7184

@kaggle.uysalserkan_fault_induction_motor_dataset.n_47_7184

8.88 MB
249999 rows
8 columns


CREATE TABLE n_47_7184 (
  "n__0_91608" DOUBLE,
  "n__0_2271" DOUBLE,
  "n__2_3892" DOUBLE,
  "n__0_5313" DOUBLE,
  "n_0_12979" DOUBLE,
  "n_0_017711" DOUBLE,
  "n__1_1949" DOUBLE,
  "n__0_053566" DOUBLE
);

N 48–128

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_128

9.28 MB
249999 rows
8 columns


CREATE TABLE n_48_128 (
  "n_4_7881" DOUBLE,
  "n__0_011768" DOUBLE,
  "n__0_80108" DOUBLE,
  "n__0_65752" DOUBLE,
  "n__0_00025853" DOUBLE,
  "n__0_0040376" DOUBLE,
  "n__1_2485" DOUBLE,
  "n_0_20089" DOUBLE
);

N 48–3328

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_3328

8.79 MB
249999 rows
8 columns


CREATE TABLE n_48_3328 (
  "n_4_3704" DOUBLE,
  "n_0_98814" DOUBLE,
  "n__0_63914" DOUBLE,
  "n__0_33929" DOUBLE,
  "n_0_0082897" DOUBLE,
  "n__0_022475" DOUBLE,
  "n__1_1147" DOUBLE,
  "n__0_037844" DOUBLE
);

N 48–5376

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_5376

9.23 MB
249999 rows
8 columns


CREATE TABLE n_48_5376 (
  "n__0_55099" DOUBLE,
  "n_0_20634" DOUBLE,
  "n_0_95454" DOUBLE,
  "n_0_5867" DOUBLE,
  "n_0_05342" DOUBLE,
  "n_0_041032" DOUBLE,
  "n_1_91" DOUBLE,
  "n__0_22554" DOUBLE
);

N 48–7424

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_7424

8.9 MB
249999 rows
8 columns


CREATE TABLE n_48_7424 (
  "n__0_77783" DOUBLE,
  "n_1_0419" DOUBLE,
  "n_0_91814" DOUBLE,
  "n__0_53037" DOUBLE,
  "n_0_28922" DOUBLE,
  "n_0_093168" DOUBLE,
  "n_0_3254" DOUBLE,
  "n__0_20358" DOUBLE
);

N 48–9472

@kaggle.uysalserkan_fault_induction_motor_dataset.n_48_9472

8.68 MB
249999 rows
8 columns


CREATE TABLE n_48_9472 (
  "n_4_3302" DOUBLE,
  "n__0_05134" DOUBLE,
  "n__1_4246" DOUBLE,
  "n__0_79661" DOUBLE,
  "n_0_060491" DOUBLE,
  "n__0_012611" DOUBLE,
  "n_0_98409" DOUBLE,
  "n__0_27353" DOUBLE
);

N 49–152

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_152

9.37 MB
249999 rows
8 columns


CREATE TABLE n_49_152 (
  "n__0_56162" DOUBLE,
  "n__0_91604" DOUBLE,
  "n_0_0043772" DOUBLE,
  "n__0_085243" DOUBLE,
  "n_0_021969" DOUBLE,
  "n_0_03149" DOUBLE,
  "n_1_2541" DOUBLE,
  "n_0_22493" DOUBLE
);

N 49–5616

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_5616

8.88 MB
249999 rows
8 columns


CREATE TABLE n_49_5616 (
  "n__0_74264" DOUBLE,
  "n_0_24413" DOUBLE,
  "n_0_22822" DOUBLE,
  "n__0_052126" DOUBLE,
  "n_0_018912" DOUBLE,
  "n_0_0073085" DOUBLE,
  "n_0_22175" DOUBLE,
  "n_0_047606" DOUBLE
);

N 49–7664

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_7664

8.82 MB
249999 rows
8 columns


CREATE TABLE n_49_7664 (
  "n__0_76721" DOUBLE,
  "n__0_3982" DOUBLE,
  "n__1_7979" DOUBLE,
  "n__0_14787" DOUBLE,
  "n_0_0053739" DOUBLE,
  "n__0_014671" DOUBLE,
  "n_0_048621" DOUBLE,
  "n_0_35422" DOUBLE
);

N 49–9712

@kaggle.uysalserkan_fault_induction_motor_dataset.n_49_9712

9.17 MB
249999 rows
8 columns


CREATE TABLE n_49_9712 (
  "n__0_71637" DOUBLE,
  "n__0_38355" DOUBLE,
  "n__0_45561" DOUBLE,
  "n_0_033562" DOUBLE,
  "n_0_09821" DOUBLE,
  "n_0_048753" DOUBLE,
  "n__0_00908" DOUBLE,
  "n_0_2464" DOUBLE
);

N 50–3808

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_3808

8.71 MB
249999 rows
8 columns


CREATE TABLE n_50_3808 (
  "n_4_3284" DOUBLE,
  "n__0_24778" DOUBLE,
  "n__1_5304" DOUBLE,
  "n__0_33891" DOUBLE,
  "n_0_023536" DOUBLE,
  "n__0_0071501" DOUBLE,
  "n__1_4998" DOUBLE,
  "n__0_13186" DOUBLE
);

N 50–5856

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_5856

9.21 MB
249999 rows
8 columns


CREATE TABLE n_50_5856 (
  "n__0_94772" DOUBLE,
  "n_0_85899" DOUBLE,
  "n_0_46021" DOUBLE,
  "n__0_013531" DOUBLE,
  "n_0_0044683" DOUBLE,
  "n_0_0001081" DOUBLE,
  "n__0_14727" DOUBLE,
  "n_0_055419" DOUBLE
);

N 50–7904

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_7904

8.93 MB
249999 rows
8 columns


CREATE TABLE n_50_7904 (
  "n__0_7229" DOUBLE,
  "n_0_47174" DOUBLE,
  "n_1_0436" DOUBLE,
  "n_0_77464" DOUBLE,
  "n_0_051159" DOUBLE,
  "n_0_0081941" DOUBLE,
  "n_1_3785" DOUBLE,
  "n_0_0009751" DOUBLE
);

N 50–9952

@kaggle.uysalserkan_fault_induction_motor_dataset.n_50_9952

8.78 MB
249999 rows
8 columns


CREATE TABLE n_50_9952 (
  "n__0_89277" DOUBLE,
  "n__0_45756" DOUBLE,
  "n__1_8349" DOUBLE,
  "n__0_37923" DOUBLE,
  "n_0_12792" DOUBLE,
  "n_0_028454" DOUBLE,
  "n_0_2261" DOUBLE,
  "n__0_22763" DOUBLE
);

N 51–4048

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_4048

9.21 MB
249999 rows
8 columns


CREATE TABLE n_51_4048 (
  "n__0_68935" DOUBLE,
  "n__0_088645" DOUBLE,
  "n_1_0215" DOUBLE,
  "n_0_50843" DOUBLE,
  "n_0_004038" DOUBLE,
  "n_0_029244" DOUBLE,
  "n_1_5716" DOUBLE,
  "n__0_16754" DOUBLE
);

N 51–6096

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_6096

8.84 MB
249999 rows
8 columns


CREATE TABLE n_51_6096 (
  "n_4_3447" DOUBLE,
  "n__0_30268" DOUBLE,
  "n__0_7129" DOUBLE,
  "n__0_43636" DOUBLE,
  "n_0_022348" DOUBLE,
  "n__0_034412" DOUBLE,
  "n__0_30285" DOUBLE,
  "n__0_28616" DOUBLE
);

N 51–8144

@kaggle.uysalserkan_fault_induction_motor_dataset.n_51_8144

8.75 MB
249999 rows
8 columns


CREATE TABLE n_51_8144 (
  "n__0_86417" DOUBLE,
  "n__0_4997" DOUBLE,
  "n__2_3152" DOUBLE,
  "n__0_24675" DOUBLE,
  "n_0_048263" DOUBLE,
  "n__0_015936" DOUBLE,
  "n__0_17084" DOUBLE,
  "n__0_083258" DOUBLE
);