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

8.96 MB
249999 rows
8 columns


CREATE TABLE n_58_5728 (
  "n__0_82435" DOUBLE,
  "n__0_35787" DOUBLE,
  "n__3_3339" DOUBLE,
  "n_0_12127" DOUBLE,
  "n_0_065866" DOUBLE,
  "n__0_0031327" DOUBLE,
  "n__1_0094" DOUBLE,
  "n_0_073088" DOUBLE
);

N 58–7776

@kaggle.uysalserkan_fault_induction_motor_dataset.n_58_7776

9.45 MB
249999 rows
8 columns


CREATE TABLE n_58_7776 (
  "n__0_78715" DOUBLE,
  "n__0_30132" DOUBLE,
  "n__0_57957" DOUBLE,
  "n__0_29236" DOUBLE,
  "n_0_068429" DOUBLE,
  "n_0_0046196" DOUBLE,
  "n_0_27534" DOUBLE,
  "n__0_18944" DOUBLE
);

N 59–1872

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_1872

9.04 MB
249999 rows
8 columns


CREATE TABLE n_59_1872 (
  "n__0_6819" DOUBLE,
  "n__0_04111" DOUBLE,
  "n_1_5548" DOUBLE,
  "n__0_20611" DOUBLE,
  "n_0_084459" DOUBLE,
  "n_0_057744" DOUBLE,
  "n_2_2759" DOUBLE,
  "n__0_11782" DOUBLE
);

N 59–392

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_392

8.97 MB
249999 rows
8 columns


CREATE TABLE n_59_392 (
  "n__0_80563" DOUBLE,
  "n__0_96655" DOUBLE,
  "n__0_7756" DOUBLE,
  "n__0_16979" DOUBLE,
  "n__0_034432" DOUBLE,
  "n__0_0049296" DOUBLE,
  "n_1_1394" DOUBLE,
  "n__0_17618" DOUBLE
);

N 59–5968

@kaggle.uysalserkan_fault_induction_motor_dataset.n_59_5968

8.71 MB
249999 rows
8 columns


CREATE TABLE n_59_5968 (
  "n__0_93491" DOUBLE,
  "n__0_66349" DOUBLE,
  "n__2_4006" DOUBLE,
  "n__0_20082" DOUBLE,
  "n__0_037759" DOUBLE,
  "n__0_068103" DOUBLE,
  "n__2_7355" DOUBLE,
  "n__0_16737" DOUBLE
);

N 60–0064

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_0064

9.13 MB
249999 rows
8 columns


CREATE TABLE n_60_0064 (
  "n__0_71271" DOUBLE,
  "n__0_50409" DOUBLE,
  "n__2_023" DOUBLE,
  "n__0_21172" DOUBLE,
  "n_0_13793" DOUBLE,
  "n__0_0047371" DOUBLE,
  "n__0_50877" DOUBLE,
  "n_0_33095" DOUBLE
);

N 60–2112

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_2112

8.88 MB
249999 rows
8 columns


CREATE TABLE n_60_2112 (
  "n__0_89654" DOUBLE,
  "n__1_1621" DOUBLE,
  "n__1_3832" DOUBLE,
  "n_0_095074" DOUBLE,
  "n_0_071833" DOUBLE,
  "n_0_0033746" DOUBLE,
  "n__4_4034" DOUBLE,
  "n__0_24598" DOUBLE
);

N 60–416

@kaggle.uysalserkan_fault_induction_motor_dataset.n_60_416

9.65 MB
249999 rows
8 columns


CREATE TABLE n_60_416 (
  "n__0_72819" DOUBLE,
  "n_1_112" DOUBLE,
  "n_0_10929" DOUBLE,
  "n_0_37941" DOUBLE,
  "n_0_040286" DOUBLE,
  "n_0_015388" DOUBLE,
  "n_0_52117" DOUBLE,
  "n__0_15031" DOUBLE
);

N 61–0304

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_0304

9.05 MB
249999 rows
8 columns


CREATE TABLE n_61_0304 (
  "n__0_75087" DOUBLE,
  "n_2_1654" DOUBLE,
  "n__0_0045072" DOUBLE,
  "n__0_34857" DOUBLE,
  "n__0_0023265" DOUBLE,
  "n__0_027699" DOUBLE,
  "n__0_30482" DOUBLE,
  "n_0_0092743" DOUBLE
);

N 61–2352

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_2352

8.81 MB
249999 rows
8 columns


CREATE TABLE n_61_2352 (
  "n__0_7978" DOUBLE,
  "n_1_0467" DOUBLE,
  "n__0_96586" DOUBLE,
  "n__0_62499" DOUBLE,
  "n_0_0046161" DOUBLE,
  "n__0_017309" DOUBLE,
  "n__2_5952" DOUBLE,
  "n__0_15936" DOUBLE
);

N 61–44

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_44

8.94 MB
249999 rows
8 columns


CREATE TABLE n_61_44 (
  "n__0_8089" DOUBLE,
  "n_0_036661" DOUBLE,
  "n_1_9384" DOUBLE,
  "n_0_52785" DOUBLE,
  "n_0_00039655" DOUBLE,
  "n__0_016443" DOUBLE,
  "n_3_055" DOUBLE,
  "n__0_25323" DOUBLE
);

N 61–8496

@kaggle.uysalserkan_fault_induction_motor_dataset.n_61_8496

9.16 MB
249999 rows
8 columns


CREATE TABLE n_61_8496 (
  "n_4_3351" DOUBLE,
  "n_0_0031507" DOUBLE,
  "n__1_4488" DOUBLE,
  "n_0_23701" DOUBLE,
  "n_0_016902" DOUBLE,
  "n__0_0074966" DOUBLE,
  "n__0_039539" DOUBLE,
  "n_0_36943" DOUBLE
);

N 62–0544

@kaggle.uysalserkan_fault_induction_motor_dataset.n_62_0544

9.48 MB
249999 rows
8 columns


CREATE TABLE n_62_0544 (
  "n_4_3479" DOUBLE,
  "n_0_64047" DOUBLE,
  "n__0_92688" DOUBLE,
  "n__0_21671" DOUBLE,
  "n_0_15544" DOUBLE,
  "n_0_056556" DOUBLE,
  "n__0_11077" DOUBLE,
  "n_0_040646" DOUBLE
);