Machinery Fault Dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_dataset
Induction Motor Faults Database
@kaggle.uysalserkan_fault_induction_motor_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.
CREATE TABLE n_19_6608 (
"n__0_60481" DOUBLE -- -0.60481,
"n__0_19058" DOUBLE -- -0.19058,
"n__0_28975" DOUBLE -- -0.28975,
"n__0_28266" DOUBLE -- -0.28266,
"n__0_068753" DOUBLE -- -0.068753,
"n__0_019966" DOUBLE -- -0.019966,
"n__0_37147" DOUBLE -- -0.37147,
"n__0_031784" DOUBLE -- -0.031784
);
CREATE TABLE n_19_8656 (
"n_4_5265" DOUBLE -- 4.5265,
"n__1_1733" DOUBLE -- -1.1733,
"n__0_81301" DOUBLE -- -0.81301,
"n__0_49422" DOUBLE -- -0.49422,
"n_0_19114" DOUBLE -- 0.19114,
"n_0_032157" DOUBLE -- 0.032157,
"n__0_77466" DOUBLE -- -0.77466,
"n_0_059118" DOUBLE -- 0.059118
);
CREATE TABLE n_20_2752 (
"n__0_63873" DOUBLE -- -0.63873,
"n_1_2301" DOUBLE -- 1.2301,
"n_0_27583" DOUBLE -- 0.27583,
"n_0_098716" DOUBLE -- 0.098716,
"n__0_10902" DOUBLE -- -0.10902,
"n__0_011135" DOUBLE -- -0.011135,
"n__0_41505" DOUBLE -- -0.41505,
"n__0_0070807" DOUBLE -- -0.0070807
);
CREATE TABLE n_20_48 (
"n__0_65117" DOUBLE -- -0.65117,
"n_0_98473" DOUBLE -- 0.98473,
"n_0_55774" DOUBLE -- 0.55774,
"n_0_18637" DOUBLE -- 0.18637,
"n_0_01197" DOUBLE -- 0.01197,
"n__0_019728" DOUBLE -- -0.019728,
"n_0_052377" DOUBLE -- 0.052377,
"n__0_089927" DOUBLE -- -0.089927
);
CREATE TABLE n_20_6848 (
"n__0_62226" DOUBLE -- -0.62226,
"n_0_39466" DOUBLE -- 0.39466,
"n_0_28928" DOUBLE -- 0.28928,
"n_0_32926" DOUBLE -- 0.32926,
"n__0_0046386" DOUBLE -- -0.0046386,
"n__0_025799" DOUBLE -- -0.025799,
"n_0_56675" DOUBLE -- 0.56675,
"n_0_15878" DOUBLE -- 0.15878
);
CREATE TABLE n_20_8896 (
"n__0_64681" DOUBLE -- -0.64681,
"n__1_5512" DOUBLE -- -1.5512,
"n__0_2446" DOUBLE -- -0.2446,
"n_0_14558" DOUBLE -- 0.14558,
"n_0_013929" DOUBLE -- 0.013929,
"n_0_01757" DOUBLE -- 0.01757,
"n_0_48486" DOUBLE -- 0.48486,
"n_0_0077167" DOUBLE -- 0.0077167
);
CREATE TABLE n_21_0944 (
"n_4_4481" DOUBLE -- 4.4481,
"n_0_63012" DOUBLE -- 0.63012,
"n_0_35812" DOUBLE -- 0.35812,
"n__0_048215" DOUBLE -- -0.048215,
"n_0_02895" DOUBLE -- 0.02895,
"n__0_015409" DOUBLE -- -0.015409,
"n_1_4753" DOUBLE -- 1.4753,
"n__0_16104" DOUBLE -- -0.16104
);
CREATE TABLE n_21_504 (
"n_4_4445" DOUBLE -- 4.4445,
"n_1_2491" DOUBLE -- 1.2491,
"n_0_18676" DOUBLE -- 0.18676,
"n__0_069417" DOUBLE -- -0.069417,
"n_0_0065877" DOUBLE -- 0.0065877,
"n__0_0034857" DOUBLE -- -0.0034857,
"n_0_018085" DOUBLE -- 0.018085,
"n__0_059212" DOUBLE -- -0.059212
);
CREATE TABLE n_21_7088 (
"n_4_4723" DOUBLE -- 4.4723,
"n__0_91816" DOUBLE -- -0.91816,
"n__0_29647" DOUBLE -- -0.29647,
"n__0_12761" DOUBLE -- -0.12761,
"n_0_023864" DOUBLE -- 0.023864,
"n_0_021575" DOUBLE -- 0.021575,
"n__0_27183" DOUBLE -- -0.27183,
"n_0_20792" DOUBLE -- 0.20792
);
CREATE TABLE n_22_1184 (
"n__0_41868" DOUBLE -- -0.41868,
"n__1_0808" DOUBLE -- -1.0808,
"n__0_56348" DOUBLE -- -0.56348,
"n__0_28646" DOUBLE -- -0.28646,
"n_0_086553" DOUBLE -- 0.086553,
"n_0_011923" DOUBLE -- 0.011923,
"n__0_020639" DOUBLE -- -0.020639,
"n_0_0081061" DOUBLE -- 0.0081061
);
CREATE TABLE n_22_3232 (
"n_4_5036" DOUBLE -- 4.5036,
"n__1_5333" DOUBLE -- -1.5333,
"n__0_44179" DOUBLE -- -0.44179,
"n__0_21411" DOUBLE -- -0.21411,
"n_0_061178" DOUBLE -- 0.061178,
"n__0_010763" DOUBLE -- -0.010763,
"n__0_56945" DOUBLE -- -0.56945,
"n_0_081217" DOUBLE -- 0.081217
);
CREATE TABLE n_22_7328 (
"n__0_59634" DOUBLE -- -0.59634,
"n_1_229" DOUBLE -- 1.229,
"n__0_010501" DOUBLE -- -0.010501,
"n__0_068639" DOUBLE -- -0.068639,
"n__0_058966" DOUBLE -- -0.058966,
"n__0_044198" DOUBLE -- -0.044198,
"n__1_1559" DOUBLE -- -1.1559,
"n__0_016597" DOUBLE -- -0.016597
);
CREATE TABLE n_22_9376 (
"n__0_54993" DOUBLE -- -0.54993,
"n__1_4897" DOUBLE -- -1.4897,
"n__0_39705" DOUBLE -- -0.39705,
"n__0_19053" DOUBLE -- -0.19053,
"n_0_11104" DOUBLE -- 0.11104,
"n_0_041231" DOUBLE -- 0.041231,
"n_0_16633" DOUBLE -- 0.16633,
"n__0_054418" DOUBLE -- -0.054418
);
CREATE TABLE n_23_3472 (
"n__0_81919" DOUBLE -- -0.81919,
"n_0_74421" DOUBLE -- 0.74421,
"n_0_35523" DOUBLE -- 0.35523,
"n_0_24898" DOUBLE -- 0.24898,
"n__0_052126" DOUBLE -- -0.052126,
"n__0_0068549" DOUBLE -- -0.0068549,
"n__0_2499" DOUBLE -- -0.2499,
"n_0_17236" DOUBLE -- 0.17236
);
CREATE TABLE n_23_552 (
"n__0_62383" DOUBLE -- -0.62383,
"n__0_45045" DOUBLE -- -0.45045,
"n_0_17316" DOUBLE -- 0.17316,
"n__0_11682" DOUBLE -- -0.11682,
"n_0_15148" DOUBLE -- 0.15148,
"n_0_049805" DOUBLE -- 0.049805,
"n_0_8072" DOUBLE -- 0.8072,
"n_0_21812" DOUBLE -- 0.21812
);
CREATE TABLE n_23_7568 (
"n__0_4986" DOUBLE -- -0.4986,
"n__0_17965" DOUBLE -- -0.17965,
"n__0_98997" DOUBLE -- -0.98997,
"n_0_048354" DOUBLE -- 0.048354,
"n__0_49124" DOUBLE -- -0.49124,
"n__0_078705" DOUBLE -- -0.078705,
"n__1_2177" DOUBLE -- -1.2177,
"n_0_15258" DOUBLE -- 0.15258
);
CREATE TABLE n_23_9616 (
"n__0_66371" DOUBLE -- -0.66371,
"n_0_4433" DOUBLE -- 0.4433,
"n__0_059754" DOUBLE -- -0.059754,
"n_0_16879" DOUBLE -- 0.16879,
"n__0_041265" DOUBLE -- -0.041265,
"n_0_0040228" DOUBLE -- 0.0040228,
"n_0_22413" DOUBLE -- 0.22413,
"n__0_11125" DOUBLE -- -0.11125
);
CREATE TABLE n_24_1664 (
"n__0_8752" DOUBLE -- -0.8752,
"n_0_34199" DOUBLE -- 0.34199,
"n__0_42883" DOUBLE -- -0.42883,
"n_0_17707" DOUBLE -- 0.17707,
"n__1_1704" DOUBLE -- -1.1704,
"n_0_018469" DOUBLE -- 0.018469,
"n__0_13119" DOUBLE -- -0.13119,
"n__0_18421" DOUBLE -- -0.18421
);
CREATE TABLE n_24_576 (
"n__0_59003" DOUBLE -- -0.59003,
"n_0_82003" DOUBLE -- 0.82003,
"n_0_68868" DOUBLE -- 0.68868,
"n__0_0055473" DOUBLE -- -0.0055473,
"n_0_084408" DOUBLE -- 0.084408,
"n_0_033447" DOUBLE -- 0.033447,
"n_0_53587" DOUBLE -- 0.53587,
"n__0_12439" DOUBLE -- -0.12439
);
CREATE TABLE n_24_7808 (
"n__0_53292" DOUBLE -- -0.53292,
"n__0_88941" DOUBLE -- -0.88941,
"n__0_59565" DOUBLE -- -0.59565,
"n_0_045977" DOUBLE -- 0.045977,
"n_0_0062473" DOUBLE -- 0.0062473,
"n_0_03466" DOUBLE -- 0.03466,
"n_0_46228" DOUBLE -- 0.46228,
"n_0_34005" DOUBLE -- 0.34005
);
CREATE TABLE n_25_3952 (
"n__0_64671" DOUBLE -- -0.64671,
"n__1_6332" DOUBLE -- -1.6332,
"n__0_5982" DOUBLE -- -0.5982,
"n_0_020902" DOUBLE -- 0.020902,
"n__0_013848" DOUBLE -- -0.013848,
"n_0_013771" DOUBLE -- 0.013771,
"n__0_04135" DOUBLE -- -0.04135,
"n_0_37887" DOUBLE -- 0.37887
);
CREATE TABLE n_25_6 (
"n__0_57341" DOUBLE -- -0.57341,
"n_1_3126" DOUBLE -- 1.3126,
"n_0_66659" DOUBLE -- 0.66659,
"n_0_1234" DOUBLE -- 0.1234,
"n__0_089774" DOUBLE -- -0.089774,
"n__0_024381" DOUBLE -- -0.024381,
"n__0_33859" DOUBLE -- -0.33859,
"n_0_011805" DOUBLE -- 0.011805
);
CREATE TABLE n_25_8048 (
"n__0_62859" DOUBLE -- -0.62859,
"n_0_41323" DOUBLE -- 0.41323,
"n_1_0054" DOUBLE -- 1.0054,
"n_0_15487" DOUBLE -- 0.15487,
"n__0_11295" DOUBLE -- -0.11295,
"n__0_048504" DOUBLE -- -0.048504,
"n__0_2556" DOUBLE -- -0.2556,
"n__0_096109" DOUBLE -- -0.096109
);
CREATE TABLE n_26_0096 (
"n__0_61368" DOUBLE -- -0.61368,
"n_1_2607" DOUBLE -- 1.2607,
"n_0_37885" DOUBLE -- 0.37885,
"n__0_014816" DOUBLE -- -0.014816,
"n_0_13938" DOUBLE -- 0.13938,
"n_0_036271" DOUBLE -- 0.036271,
"n__0_15667" DOUBLE -- -0.15667,
"n__0_012849" DOUBLE -- -0.012849
);
CREATE TABLE n_26_2144 (
"n__0_58816" DOUBLE -- -0.58816,
"n__1_9312" DOUBLE -- -1.9312,
"n__1_0252" DOUBLE -- -1.0252,
"n__0_31031" DOUBLE -- -0.31031,
"n_0_11755" DOUBLE -- 0.11755,
"n_0_021754" DOUBLE -- 0.021754,
"n_0_034171" DOUBLE -- 0.034171,
"n_0_1232" DOUBLE -- 0.1232
);
Anyone who has the link will be able to view this.