PDMLibrary
Collection
14 items • Updated
Datasets:
condition string | bearing_type string | bearing_num string | segment_idx int64 | features string | horizontal_raw string | vertical_raw string | label int64 | file_idx int64 | rul_percentage float64 | load_condition string | rpm int64 | load int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
NORMAL | FEMTO | Bearing1_2 | 0 | [-1.2490009027033011e-17, 0.9999999999999999, 0.9999999999999999, 4.827142550181793, -0.11164130945143115, 0.4611295018500652, 4.827142550181794, 0.308203125, 0.23203125, 2559.9999999999995, 0.6706504580948965, 35.77972745246621, 35.771107963645306, 298.0570391144109, 3490.0, 4710.190697066654, 0.9999066646560676, 2.58... | [0.12093278719128603, 0.6459347333776545, 0.03932626705868988, -0.26805829210742227, 0.15085517790657127, 0.6976188627949654, -0.24629655340539658, -0.1266069905442556, 0.28958626213198474, -0.32246263886248633, -0.7821793689427778, -0.32790307353799275, 0.14813496056881809, 0.333109739536036, 0.32222887018502316, 0.25... | [0.03789919348924417, -2.0312297069095093, -0.7628055716883199, 1.7278481930707377, 0.6191800566710335, 0.4651983710599635, 0.349712106851661, -1.270945134204851, -0.8128496195119177, -0.19114856385722248, -0.7031376685140304, 0.3516368779217994, 1.2601288230271126, 0.08409369917256518, -0.6665670181814012, 0.624954369... | 0 | 0 | 1 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 100 | "[-3.3306690738754695e-17, 1.0, 1.0, 3.3978110922520255, -0.04222419846575516, 0.1192469270511447, 3(...TRUNCATED) | "[1.7516585165038314, 0.983071599603978, 0.16286317336010478, 0.8884321658066081, -0.069433618687985(...TRUNCATED) | "[1.330830732766662, 0.784454114640772, -1.6997634501253864, -1.9984745423879837, -0.580542142407299(...TRUNCATED) | 0 | 1 | 0.983051 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 200 | "[-2.7755575615628915e-18, 1.0, 1.0, 3.8902653633703275, -0.0401300879363573, -0.02269647455150281, (...TRUNCATED) | "[2.269324057531955, 2.067136887451482, 0.16486886472252968, -1.6605110792434263, -1.469714735646361(...TRUNCATED) | "[0.20577581406405557, -2.6297024434028886, -2.2854349031367223, 1.3142416305254492, 2.8558792421569(...TRUNCATED) | 0 | 2 | 0.966102 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 300 | "[2.0816681711721685e-17, 1.0, 1.0, 4.185854624363669, -0.10259149029470617, 0.17960595991013584, 4.(...TRUNCATED) | "[0.23092549102391177, -1.1153717615405006, -1.8102348596382618, 0.21934443938894907, 3.158036291760(...TRUNCATED) | "[0.6388713564229483, 0.36539683622490937, 1.4944031324478946, -0.01894573270206431, -1.284689289024(...TRUNCATED) | 0 | 3 | 0.949153 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 400 | "[-1.3877787807814458e-18, 1.0, 1.0, 14.988554789539489, -1.2430109081882112, 24.00166530366455, 14.(...TRUNCATED) | "[-0.4285719848954339, 0.12199367312963695, 0.5812332741363311, 0.2550687847849858, 0.47164200571427(...TRUNCATED) | "[-0.21000537483688572, 0.59495287027472, -0.07317316318444808, -1.7525747608874132, -0.436633725386(...TRUNCATED) | 0 | 4 | 0.932203 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 500 | "[7.632783294297952e-18, 1.0, 1.0, 16.160111207152863, -0.533369437556307, 41.29754675836059, 16.160(...TRUNCATED) | "[-0.5093450151490049, -0.6137513629967364, -0.6977857405327156, -1.6119779082726091, -1.37260725710(...TRUNCATED) | "[-0.6138197923226077, -0.11699583700390892, 0.6249776497384629, 0.5522717050576778, 0.0973934870548(...TRUNCATED) | 0 | 5 | 0.915254 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 600 | "[-1.8041124150158794e-17, 1.0, 1.0, 11.09255770875509, -0.08901710439547882, 29.1436111492162, 11.0(...TRUNCATED) | "[-0.09272733178494556, 0.6045060110072564, 0.3728166703899719, 0.08049834344293072, -0.536618124556(...TRUNCATED) | "[0.23185465334511385, -0.22632286745506502, -0.4508035206057273, -0.003158816375667543, 0.043580557(...TRUNCATED) | 0 | 6 | 0.898305 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 700 | "[0.0, 1.0, 1.0, 4.164031780586798, -0.020346940853947202, 0.2413772868566788, 4.164031780586798, 0.(...TRUNCATED) | "[1.2317822102236837, -0.3179040912117445, -0.5974553455883316, -1.7551621707783283, -1.688312957775(...TRUNCATED) | "[-0.5401365191034402, 0.5428010403393275, -0.07003884391475193, -1.0463955539220275, 1.671416106683(...TRUNCATED) | 0 | 7 | 0.881356 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 800 | "[-1.6653345369377347e-17, 0.9999999999999999, 0.9999999999999999, 4.817345575906547, -0.04177101680(...TRUNCATED) | "[0.36086639559579636, -2.382698962966848, -0.681398116281441, 0.07925175032534505, -0.6320429722649(...TRUNCATED) | "[1.193848369997332, 0.8938028793823362, -2.632555936142257, -0.9806571361629945, 2.5127296474258847(...TRUNCATED) | 0 | 8 | 0.864407 | rpm1650_load4200 | 1,650 | 4,200 |
NORMAL | FEMTO | Bearing1_2 | 900 | "[1.3877787807814457e-17, 1.0, 1.0, 5.749371049623179, 0.05428912566804821, 0.8944451031269121, 5.74(...TRUNCATED) | "[-0.012579721513786429, -0.001358785250618043, 0.551272325710425, 0.8710690092107237, 1.00010977623(...TRUNCATED) | "[-0.43404488784034234, 0.007944881200002557, -0.5758499387407864, 0.3946859291103043, 0.84956706641(...TRUNCATED) | 0 | 9 | 0.847458 | rpm1650_load4200 | 1,650 | 4,200 |
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