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一、Apparatus Procedures (实验与采集装置)
As shown in Figure 1 above, the test stand consists of a 2 hp motor (left), a
torque transducer/encoder (center), a dynamometer (right), and control
electronics (not shown). The test bearings support the motor shaft. Single point
faults were introduced to the test bearings using electro-discharge machining
with fault diameters of 7 mils, 14 mils, 21 mils, 28 mils, and 40 mils (1
mil=0.001 inches). See FAULTSPECIFICATIONSfor fault depths. SKF bearings were
used for the 7, 14 and 21 mils diameter faults, and NTN equivalent bearings
were used for the 28 mil and 40 mil faults. Drive end and fan end bearing
specifications, including bearing geometry and defect frequencies are listed in
the BEARING SPECIFICATIONS .
(如图所示,实验平台包括一个 2 马力的电机 (左侧)(1hp=746W ),一个转矩传感器 (中
间),一个功率计(右侧)和电子控制设备(没有显示)。被测试轴承支承电机轴。使用电
火花加工技术在轴承上布置了单点故障,故障直径分别为 0.007 、 0.014 、0.021 、0.028 、
0.040 英寸( 1 英寸 =2.54 厘米)。其中前三种故障直径的轴承使用的是 SKF 轴承,后两种
故障直径的轴承使用的是与之等效的 NTN 轴承。
Vibration data was collected using accelerometers, which were attached to the
housing with magnetic bases. Accelerometers were placed at the 12 o?clock
position at both the drive end and fan end of the motor housing. During some
experiments, an accelerometer was attached to the motor supporting base
plate as well. Vibration signals were collected using a 16 channel DAT recorder,
and were post processed in a Matlab environment. All data files are in Matlab
(*.mat) format. Digital data was collected at 12,000 samples per second, and
data was also collected at 48,000 samples per second for drive end bearing
faults. Speed and horsepower data were collecte
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