PDMLibrary
Collection
14 items • Updated
Datasets:
condition stringclasses 5
values | bearing_type stringclasses 1
value | bearing_num stringclasses 11
values | segment_idx int64 0 11 | features stringlengths 395 426 | horizontal_raw stringlengths 52.5k 54k | vertical_raw stringlengths 52.5k 53.4k | label int64 1 6 | bearing stringclasses 11
values | load_condition stringclasses 3
values | fault_type stringclasses 5
values | file_num int64 1 1.99k | estimated_rul float64 0 2.5k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
OR | XJTU | Bearing1_1 | 0 | [0.005157789994508782, 0.9994047865727486, 0.9994180958048281, 3.435308511373422, 0.06566351588907796, -0.02593472368857208, 3.4373086957235643, 0.345703125, 0.300390625, 2557.0215173687, 0.6776124838185904, 35.65890646605959, 35.854161434152886, 759.0551836347231, 1190.0, 5649.677911484301, 0.9988587900396414, 6.59646... | [-0.6900018497224217, -0.2053141864633612, 1.7667779697182897, 0.024862138375408734, -1.892450034915306, -1.328394238239599, -1.1453230300885713, -1.0916636262369535, -0.8522904225675448, -0.07330169523415977, -0.2705171973887424, -0.09000406943947399, -0.437055145110365, 0.9844485412549586, 0.8489264085529877, 2.25746... | [-0.056192780048288614, -0.6434110487917793, -1.0343978803735143, -0.01086242964474606, 0.17041571317164364, -0.36546112917107376, 0.24338482123006458, 0.5054190129397829, 0.7040463987928446, 0.8370635732165126, -0.6082421287764391, 0.9952809287113156, 1.2745144524097556, 1.0267917007792724, 0.6119312104801592, 0.97431... | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 1 | "[-0.015981168618562743, 1.041222866864485, 1.0413455028144656, 3.7103700816678775, -0.0039308278557(...TRUNCATED) | "[0.17721365920941035, 1.5742770230106935, 0.8427739937216514, -0.8022887720438097, -1.4655233193256(...TRUNCATED) | "[-0.5372701457978748, 0.7607264319018691, -0.4259001977219433, 0.14407105021980698, -0.044825840059(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 2 | "[-0.007054072830076372, 1.0218077824555643, 1.0218321311400664, 3.5408322108347745, 0.0796996195814(...TRUNCATED) | "[0.33100301981330565, 0.5272036741380663, -1.2802108932203013, -2.000487417185827, -0.2997147399388(...TRUNCATED) | "[0.05790488930604823, 1.4328035630645883, 1.6970573247829355, 0.4949612280154004, 0.820211794269547(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 3 | "[0.012797646401062453, 1.0090230488060565, 1.009104203130319, 3.266637475619649, -0.028818388126662(...TRUNCATED) | "[0.7157508089819203, 0.7527075826079548, 0.6617323160559005, 0.711120773258656, -0.1717191406642237(...TRUNCATED) | "[-0.6748955586048246, -0.10167410924475152, 0.026162799777124712, 0.4882872590056475, -0.1199394237(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 4 | "[-0.01847217916687187, 0.9843274760521962, 0.9845007879704616, 3.3712073854333595, -0.0728281274058(...TRUNCATED) | "[-2.5354092304079643, -0.47563987730001767, -0.5803578494165312, -1.285728906341903, -1.16120077952(...TRUNCATED) | "[0.29222146239185226, 0.0023887033688216506, 0.3872558999637952, 0.28686532214717103, 1.67759812825(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 5 | "[0.009185897122838092, 1.0191211650857985, 1.0191625630054248, 4.188545910672465, 0.010298930035444(...TRUNCATED) | "[-1.5004925828254598, -1.783672935758491, -0.08495105519655506, -1.4300042233921855, -0.74034184342(...TRUNCATED) | "[1.4380726688983856, 0.731420825290888, 0.03638997294180413, -0.45734472978115037, 0.60154221475575(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 6 | "[-0.012255877335146506, 0.987309006833717, 0.9873850725548948, 3.32678498790521, -0.026802622540537(...TRUNCATED) | "[-0.5139498914820596, 0.947513042087426, 2.780277183866673, 2.7909540549657277, 0.2653136859984297,(...TRUNCATED) | "[1.7516607312876245, -0.4974364487439528, -0.95418977331508, -0.9070858007203639, 0.728549851190223(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 7 | "[0.006474005398969326, 0.9608725215331703, 0.9608943310184624, 4.04112290552176, -0.040605209685079(...TRUNCATED) | "[0.7601919635367969, 0.05919728405890355, -0.39502421492240375, 0.4641149281483614, 0.7656890986183(...TRUNCATED) | "[0.6463063476081753, 1.244433929903776, 0.7868103715642835, -0.17820872460622833, 0.414228764339116(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 8 | "[0.013645611777697996, 0.9985764118928231, 0.9986696416280674, 4.473842748659086, -0.00280459730415(...TRUNCATED) | "[-0.6404654623563572, 1.0566707690561319, 0.024101109866380817, -0.11055432918681278, 0.79968581544(...TRUNCATED) | "[-1.3457970731030902, -0.11865212766229677, -0.43180106241045635, 0.45077074722272187, 0.3954101586(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
OR | XJTU | Bearing1_1 | 9 | "[-0.01424986069021405, 1.0120241450503198, 1.0121244630451933, 4.048774039710387, -0.01772199967798(...TRUNCATED) | "[-0.5658965692847865, 0.4896972662875701, -0.6494720902537774, -0.18985915126849215, -0.76072290680(...TRUNCATED) | "[-0.6881778745700287, -0.05705950454676264, 0.9963178325329247, 0.3853110129024784, 0.2942995873024(...TRUNCATED) | 2 | Bearing1_1 | Condition1 | Outer race | 1 | 122 |
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