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 12–0832

@kaggle.uysalserkan_fault_induction_motor_dataset.n_12_0832

8.49 MB
249999 rows
8 columns


CREATE TABLE n_12_0832 (
  "n_4_4992" DOUBLE,
  "n_1_2205" DOUBLE,
  "n_0_45811" DOUBLE,
  "n_0_058316" DOUBLE,
  "n_0_32078" DOUBLE,
  "n_0_056467" DOUBLE,
  "n_2_2803" DOUBLE,
  "n__0_17888" DOUBLE
);

N 12–288

@kaggle.uysalserkan_fault_induction_motor_dataset.n_12_288

8.54 MB
249999 rows
8 columns


CREATE TABLE n_12_288 (
  "n__0_54095" DOUBLE,
  "n_0_24751" DOUBLE,
  "n__0_18024" DOUBLE,
  "n_0_020658" DOUBLE,
  "n__0_37479" DOUBLE,
  "n__0_042222" DOUBLE,
  "n__1_5307" DOUBLE,
  "n_0_0027031" DOUBLE
);

N 13–1072

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_1072

8.25 MB
249999 rows
8 columns


CREATE TABLE n_13_1072 (
  "n__0_45458" DOUBLE,
  "n__0_37384" DOUBLE,
  "n__0_25363" DOUBLE,
  "n__0_031592" DOUBLE,
  "n_0_065269" DOUBLE,
  "n_0_023956" DOUBLE,
  "n_1_3459" DOUBLE,
  "n_0_26679" DOUBLE
);

N 13–312

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_312

8.24 MB
249999 rows
8 columns


CREATE TABLE n_13_312 (
  "n__0_71047" DOUBLE,
  "n_0_75605" DOUBLE,
  "n__0_0020597" DOUBLE,
  "n__0_037264" DOUBLE,
  "n__0_063114" DOUBLE,
  "n__0_0038836" DOUBLE,
  "n__0_48981" DOUBLE,
  "n_0_040159" DOUBLE
);

N 13–7216

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_7216

8.02 MB
249999 rows
8 columns


CREATE TABLE n_13_7216 (
  "n__0_33645" DOUBLE,
  "n__0_59998" DOUBLE,
  "n_0_11964" DOUBLE,
  "n__0_10748" DOUBLE,
  "n_0_084299" DOUBLE,
  "n_0_054118" DOUBLE,
  "n__0_48916" DOUBLE,
  "n_0_056222" DOUBLE
);

N 13–9264

@kaggle.uysalserkan_fault_induction_motor_dataset.n_13_9264

8.14 MB
249999 rows
8 columns


CREATE TABLE n_13_9264 (
  "n_4_5671" DOUBLE,
  "n_1_5409" DOUBLE,
  "n_0_40813" DOUBLE,
  "n_0_048206" DOUBLE,
  "n_0_15618" DOUBLE,
  "n_0_034018" DOUBLE,
  "n_0_18194" DOUBLE,
  "n__0_051011" DOUBLE
);

N 14–336

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_336

8.08 MB
249999 rows
8 columns


CREATE TABLE n_14_336 (
  "n__0_57372" DOUBLE,
  "n_0_099449" DOUBLE,
  "n_0_07632" DOUBLE,
  "n_0_013497" DOUBLE,
  "n__0_01214" DOUBLE,
  "n__0_021044" DOUBLE,
  "n_1_0358" DOUBLE,
  "n__0_010585" DOUBLE
);

N 14–5408

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_5408

8.16 MB
249999 rows
8 columns


CREATE TABLE n_14_5408 (
  "n__0_50601" DOUBLE,
  "n__0_39659" DOUBLE,
  "n__0_060724" DOUBLE,
  "n__0_0030552" DOUBLE,
  "n_0_1756" DOUBLE,
  "n_0_056248" DOUBLE,
  "n_1_0484" DOUBLE,
  "n_0_086133" DOUBLE
);

N 14–9504

@kaggle.uysalserkan_fault_induction_motor_dataset.n_14_9504

8.12 MB
249999 rows
8 columns


CREATE TABLE n_14_9504 (
  "n_4_4604" DOUBLE,
  "n_1_3094" DOUBLE,
  "n_0_44258" DOUBLE,
  "n_0_085388" DOUBLE,
  "n_0_086103" DOUBLE,
  "n__0_008748" DOUBLE,
  "n_2_9543" DOUBLE,
  "n__0_072793" DOUBLE
);

N 15–1552

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_1552

8.1 MB
249999 rows
8 columns


CREATE TABLE n_15_1552 (
  "n__0_60262" DOUBLE,
  "n_0_57433" DOUBLE,
  "n__0_066917" DOUBLE,
  "n__0_020236" DOUBLE,
  "n__0_045806" DOUBLE,
  "n_0_019919" DOUBLE,
  "n__0_24116" DOUBLE,
  "n_0_098035" DOUBLE
);

N 15–36

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_36

8.3 MB
249999 rows
8 columns


CREATE TABLE n_15_36 (
  "n__0_67036" DOUBLE,
  "n__2_1357" DOUBLE,
  "n__0_12413" DOUBLE,
  "n__0_084208" DOUBLE,
  "n__0_33292" DOUBLE,
  "n__0_084731" DOUBLE,
  "n__0_14182" DOUBLE,
  "n_0_13741" DOUBLE
);

N 15–5648

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_5648

8.06 MB
249999 rows
8 columns


CREATE TABLE n_15_5648 (
  "n__0_57713" DOUBLE,
  "n_1_1897" DOUBLE,
  "n_0_35941" DOUBLE,
  "n_0_02105" DOUBLE,
  "n__0_14337" DOUBLE,
  "n__0_051322" DOUBLE,
  "n__1_3077" DOUBLE,
  "n__0_080557" DOUBLE
);

N 15–7696

@kaggle.uysalserkan_fault_induction_motor_dataset.n_15_7696

8.36 MB
249999 rows
8 columns


CREATE TABLE n_15_7696 (
  "n__0_57692" DOUBLE,
  "n_1_2298" DOUBLE,
  "n_0_49209" DOUBLE,
  "n_0_055155" DOUBLE,
  "n__0_043655" DOUBLE,
  "n__0_012586" DOUBLE,
  "n__0_38535" DOUBLE,
  "n__0_12441" DOUBLE
);

N 16–1792

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_1792

8.4 MB
249999 rows
8 columns


CREATE TABLE n_16_1792 (
  "n__0_56205" DOUBLE,
  "n_0_49038" DOUBLE,
  "n__0_047927" DOUBLE,
  "n_0_048199" DOUBLE,
  "n_0_16672" DOUBLE,
  "n_0_034679" DOUBLE,
  "n_0_78593" DOUBLE,
  "n_0_10149" DOUBLE
);

N 16–5888

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_5888

8.45 MB
249999 rows
8 columns


CREATE TABLE n_16_5888 (
  "n__0_54481" DOUBLE,
  "n__0_49509" DOUBLE,
  "n__0_44698" DOUBLE,
  "n__0_047611" DOUBLE,
  "n__0_10373" DOUBLE,
  "n__0_048928" DOUBLE,
  "n_0_30336" DOUBLE,
  "n_0_26677" DOUBLE
);

N 16–9984

@kaggle.uysalserkan_fault_induction_motor_dataset.n_16_9984

7.83 MB
249999 rows
8 columns


CREATE TABLE n_16_9984 (
  "n__0_66438" DOUBLE,
  "n__0_40829" DOUBLE,
  "n__0_26042" DOUBLE,
  "n__0_098159" DOUBLE,
  "n__0_047951" DOUBLE,
  "n__0_02777" DOUBLE,
  "n_0_65203" DOUBLE,
  "n_0_24581" DOUBLE
);

N 17–2032

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_2032

8.07 MB
249999 rows
8 columns


CREATE TABLE n_17_2032 (
  "n__0_60455" DOUBLE,
  "n__0_48779" DOUBLE,
  "n__0_4208" DOUBLE,
  "n__0_030809" DOUBLE,
  "n__0_33061" DOUBLE,
  "n__0_067327" DOUBLE,
  "n_0_17699" DOUBLE,
  "n_0_27254" DOUBLE
);

N 17–408

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_408

8.2 MB
249999 rows
8 columns


CREATE TABLE n_17_408 (
  "n__0_82793" DOUBLE,
  "n__0_4888" DOUBLE,
  "n__0_15135" DOUBLE,
  "n__0_035696" DOUBLE,
  "n__0_027091" DOUBLE,
  "n__0_014825" DOUBLE,
  "n__0_69991" DOUBLE,
  "n_0_034634" DOUBLE
);

N 17–6128

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_6128

8 MB
249999 rows
8 columns


CREATE TABLE n_17_6128 (
  "n__0_23606" DOUBLE,
  "n__1_2836" DOUBLE,
  "n__0_29768" DOUBLE,
  "n__0_20102" DOUBLE,
  "n_0_074389" DOUBLE,
  "n__0_0020097" DOUBLE,
  "n__0_11522" DOUBLE,
  "n_0_12714" DOUBLE
);

N 17–8176

@kaggle.uysalserkan_fault_induction_motor_dataset.n_17_8176

8.28 MB
249999 rows
8 columns


CREATE TABLE n_17_8176 (
  "n__0_9077" DOUBLE,
  "n_1_3658" DOUBLE,
  "n_0_38765" DOUBLE,
  "n_0_01139" DOUBLE,
  "n__0_034336" DOUBLE,
  "n__0_033122" DOUBLE,
  "n__0_25203" DOUBLE,
  "n__0_061013" DOUBLE
);

N 18–2272

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_2272

8.36 MB
249999 rows
8 columns


CREATE TABLE n_18_2272 (
  "n__0_61266" DOUBLE,
  "n_1_5249" DOUBLE,
  "n_0_34822" DOUBLE,
  "n_0_0077866" DOUBLE,
  "n_0_18732" DOUBLE,
  "n_0_050556" DOUBLE,
  "n__0_028365" DOUBLE,
  "n__0_079413" DOUBLE
);

N 18–432

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_432

8.33 MB
249999 rows
8 columns


CREATE TABLE n_18_432 (
  "n__0_81005" DOUBLE,
  "n_1_2262" DOUBLE,
  "n_0_0084436" DOUBLE,
  "n_0_10329" DOUBLE,
  "n_0_14521" DOUBLE,
  "n_0_06246" DOUBLE,
  "n__0_05657" DOUBLE,
  "n_0_073502" DOUBLE
);

N 18–6368

@kaggle.uysalserkan_fault_induction_motor_dataset.n_18_6368

8.3 MB
249999 rows
8 columns


CREATE TABLE n_18_6368 (
  "n__0_59826" DOUBLE,
  "n__0_64046" DOUBLE,
  "n__0_30141" DOUBLE,
  "n__0_212" DOUBLE,
  "n_0_088197" DOUBLE,
  "n_0_00099371" DOUBLE,
  "n__0_6" DOUBLE,
  "n_0_050965" DOUBLE
);

N 19–2512

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_2512

8.31 MB
249999 rows
8 columns


CREATE TABLE n_19_2512 (
  "n__0_60754" DOUBLE,
  "n_0_2316" DOUBLE,
  "n__0_16423" DOUBLE,
  "n__0_066141" DOUBLE,
  "n_0_041744" DOUBLE,
  "n__0_024323" DOUBLE,
  "n_0_35588" DOUBLE,
  "n_0_19086" DOUBLE
);

N 19–456

@kaggle.uysalserkan_fault_induction_motor_dataset.n_19_456

8.52 MB
249999 rows
8 columns


CREATE TABLE n_19_456 (
  "n__0_71481" DOUBLE,
  "n_1_5742" DOUBLE,
  "n_0_01648" DOUBLE,
  "n__0_073309" DOUBLE,
  "n_0_17676" DOUBLE,
  "n_0_06617" DOUBLE,
  "n_0_81791" DOUBLE,
  "n__0_032051" DOUBLE
);