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 58–5728

@kaggle.uysalserkan_fault_induction_motor_dataset.n_58_5728

9.4 MB
249,999 rows
8 columns

CREATE TABLE n_58_5728 (
  "n__0_82435" DOUBLE  -- -0.82435,
  "n__0_35787" DOUBLE  -- -0.35787,
  "n__3_3339" DOUBLE  -- -3.3339,
  "n_0_12127" DOUBLE  -- 0.12127,
  "n_0_065866" DOUBLE  -- 0.065866,
  "n__0_0031327" DOUBLE  -- -0.0031327,
  "n__1_0094" DOUBLE  -- -1.0094,
  "n_0_073088" DOUBLE  -- 0.073088
);

N 58–7776

@kaggle.uysalserkan_fault_induction_motor_dataset.n_58_7776

9.91 MB
249,999 rows
8 columns

CREATE TABLE n_58_7776 (
  "n__0_78715" DOUBLE  -- -0.78715,
  "n__0_30132" DOUBLE  -- -0.30132,
  "n__0_57957" DOUBLE  -- -0.57957,
  "n__0_29236" DOUBLE  -- -0.29236,
  "n_0_068429" DOUBLE  -- 0.068429,
  "n_0_0046196" DOUBLE  -- 0.0046196,
  "n_0_27534" DOUBLE  -- 0.27534,
  "n__0_18944" DOUBLE  -- -0.18944
);

N 59–1872

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_1872

9.48 MB
249,999 rows
8 columns

CREATE TABLE n_59_1872 (
  "n__0_6819" DOUBLE  -- -0.6819,
  "n__0_04111" DOUBLE  -- -0.04111,
  "n_1_5548" DOUBLE  -- 1.5548,
  "n__0_20611" DOUBLE  -- -0.20611,
  "n_0_084459" DOUBLE  -- 0.084459,
  "n_0_057744" DOUBLE  -- 0.057744,
  "n_2_2759" DOUBLE  -- 2.2759,
  "n__0_11782" DOUBLE  -- -0.11782
);

N 59–392

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_392

9.41 MB
249,999 rows
8 columns

CREATE TABLE n_59_392 (
  "n__0_80563" DOUBLE  -- -0.80563,
  "n__0_96655" DOUBLE  -- -0.96655,
  "n__0_7756" DOUBLE  -- -0.7756,
  "n__0_16979" DOUBLE  -- -0.16979,
  "n__0_034432" DOUBLE  -- -0.034432,
  "n__0_0049296" DOUBLE  -- -0.0049296,
  "n_1_1394" DOUBLE  -- 1.1394,
  "n__0_17618" DOUBLE  -- -0.17618
);

N 59–5968

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_5968

9.13 MB
249,999 rows
8 columns

CREATE TABLE n_59_5968 (
  "n__0_93491" DOUBLE  -- -0.93491,
  "n__0_66349" DOUBLE  -- -0.66349,
  "n__2_4006" DOUBLE  -- -2.4006,
  "n__0_20082" DOUBLE  -- -0.20082,
  "n__0_037759" DOUBLE  -- -0.037759,
  "n__0_068103" DOUBLE  -- -0.068103,
  "n__2_7355" DOUBLE  -- -2.7355,
  "n__0_16737" DOUBLE  -- -0.16737
);

N 60–0064

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_0064

9.57 MB
249,999 rows
8 columns

CREATE TABLE n_60_0064 (
  "n__0_71271" DOUBLE  -- -0.71271,
  "n__0_50409" DOUBLE  -- -0.50409,
  "n__2_023" DOUBLE  -- -2.023,
  "n__0_21172" DOUBLE  -- -0.21172,
  "n_0_13793" DOUBLE  -- 0.13793,
  "n__0_0047371" DOUBLE  -- -0.0047371,
  "n__0_50877" DOUBLE  -- -0.50877,
  "n_0_33095" DOUBLE  -- 0.33095
);

N 60–2112

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_2112

9.31 MB
249,999 rows
8 columns

CREATE TABLE n_60_2112 (
  "n__0_89654" DOUBLE  -- -0.89654,
  "n__1_1621" DOUBLE  -- -1.1621,
  "n__1_3832" DOUBLE  -- -1.3832,
  "n_0_095074" DOUBLE  -- 0.095074,
  "n_0_071833" DOUBLE  -- 0.071833,
  "n_0_0033746" DOUBLE  -- 0.0033746,
  "n__4_4034" DOUBLE  -- -4.4034,
  "n__0_24598" DOUBLE  -- -0.24598
);

N 60–416

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_416

10.12 MB
249,999 rows
8 columns

CREATE TABLE n_60_416 (
  "n__0_72819" DOUBLE  -- -0.72819,
  "n_1_112" DOUBLE  -- 1.112,
  "n_0_10929" DOUBLE  -- 0.10929,
  "n_0_37941" DOUBLE  -- 0.37941,
  "n_0_040286" DOUBLE  -- 0.040286,
  "n_0_015388" DOUBLE  -- 0.015388,
  "n_0_52117" DOUBLE  -- 0.52117,
  "n__0_15031" DOUBLE  -- -0.15031
);

N 61–0304

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_0304

9.49 MB
249,999 rows
8 columns

CREATE TABLE n_61_0304 (
  "n__0_75087" DOUBLE  -- -0.75087,
  "n_2_1654" DOUBLE  -- 2.1654,
  "n__0_0045072" DOUBLE  -- -0.0045072,
  "n__0_34857" DOUBLE  -- -0.34857,
  "n__0_0023265" DOUBLE  -- -0.0023265,
  "n__0_027699" DOUBLE  -- -0.027699,
  "n__0_30482" DOUBLE  -- -0.30482,
  "n_0_0092743" DOUBLE  -- 0.0092743
);

N 61–2352

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_2352

9.23 MB
249,999 rows
8 columns

CREATE TABLE n_61_2352 (
  "n__0_7978" DOUBLE  -- -0.7978,
  "n_1_0467" DOUBLE  -- 1.0467,
  "n__0_96586" DOUBLE  -- -0.96586,
  "n__0_62499" DOUBLE  -- -0.62499,
  "n_0_0046161" DOUBLE  -- 0.0046161,
  "n__0_017309" DOUBLE  -- -0.017309,
  "n__2_5952" DOUBLE  -- -2.5952,
  "n__0_15936" DOUBLE  -- -0.15936
);

N 61–44

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_44

9.37 MB
249,999 rows
8 columns

CREATE TABLE n_61_44 (
  "n__0_8089" DOUBLE  -- -0.8089,
  "n_0_036661" DOUBLE  -- 0.036661,
  "n_1_9384" DOUBLE  -- 1.9384,
  "n_0_52785" DOUBLE  -- 0.52785,
  "n_0_00039655" DOUBLE  -- 0.00039655,
  "n__0_016443" DOUBLE  -- -0.016443,
  "n_3_055" DOUBLE  -- 3.055,
  "n__0_25323" DOUBLE  -- -0.25323
);

N 61–8496

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_8496

9.6 MB
249,999 rows
8 columns

CREATE TABLE n_61_8496 (
  "n_4_3351" DOUBLE  -- 4.3351,
  "n_0_0031507" DOUBLE  -- 0.0031507,
  "n__1_4488" DOUBLE  -- -1.4488,
  "n_0_23701" DOUBLE  -- 0.23701,
  "n_0_016902" DOUBLE  -- 0.016902,
  "n__0_0074966" DOUBLE  -- -0.0074966,
  "n__0_039539" DOUBLE  -- -0.039539,
  "n_0_36943" DOUBLE  -- 0.36943
);

N 62–0544

@kaggle.uysalserkan_fault_induction_motor_dataset.n_62_0544

9.94 MB
249,999 rows
8 columns

CREATE TABLE n_62_0544 (
  "n_4_3479" DOUBLE  -- 4.3479,
  "n_0_64047" DOUBLE  -- 0.64047,
  "n__0_92688" DOUBLE  -- -0.92688,
  "n__0_21671" DOUBLE  -- -0.21671,
  "n_0_15544" DOUBLE  -- 0.15544,
  "n_0_056556" DOUBLE  -- 0.056556,
  "n__0_11077" DOUBLE  -- -0.11077,
  "n_0_040646" DOUBLE  -- 0.040646
);