Reliability Test Rig of the Motorized Spindle and Improvements on Its Ability for High‐Speed and Long‐Term Tests

Abstract

To realize the accurate performance test under high-speed operation and the long-term stable reliability test of the motorized spindle, a reliability test rig (RTR) which can simulate the cutting force in the actual machining process is presented. Firstly, a reasonable prototype integrating dynamic force loading devices and torque loading devices is designed and established based on the load analysis of the spindle, and a complete and explicit control strategy of the reliability loading test is designed. Secondly, the effects of misalignment of the diaphragm coupling caused by assembling are analyzed, and experiments are conducted to test the axis orbit of the motorized spindle. The experimental results illustrate that the axis orbit can identify the occurrence of misalignment, which ensures timely adjustment of misalignment and the accurate performance test under high-speed operation. Lastly, a damper is added in the mechanical structure of the electrohydraulic servo loading system (EHSLS), and the comparison of Bode maps before and after optimization is analyzed by the Nyquist criterion. After the optimization, the gain and phase margin of the Bode diagram are 12.9 dB and 57.2°, respectively, which are both within the stable range and validate the improvements on the ability of long-term reliability tests of the motorized spindle. The presented RTR is able to simulate the actual cutting force and provides an efficient loading approach to guarantee the accuracy and stability of motorized spindle tests.

Metric Learning-Guided Semi-Supervised Path-Interaction Fault Diagnosis Method for Extremely Limited Labeled Samples under Variable Working Conditions

“…It is worth noting that none of the fault samples are misclassified as healthy samples, which can ensure the safe operation of the motor. Here, to further illustrate the extensive applicability of the proposed method, a laboratory bearing of the motorized spindle test rig (MSTR) [46] is separately conducted to acquire data and analysis. The overall test rig is illustrated in Figure 19, which consists of a supporting system, a loading system, a force convert system and an accessory system.…”

“…To align with the experiment of case study 1, the sampling frequency of the vibration data is set to 12 kHz. The rotation speed of the bearing is consistent with that of the motorized spindle, and two working conditions with a large difference are selected for experimental verification according to the reliability test conditions in the literature [46], which are 5000 rpm (C1) and 1000 rpm (C2), respectively. Four kinds of health conditions Here, to further illustrate the extensive applicability of the proposed method, a laboratory bearing of the motorized spindle test rig (MSTR) [46] is separately conducted to acquire data and analysis.…”

“…The rotation speed of the bearing is consistent with that of the motorized spindle, and two working conditions with a large difference are selected for experimental verification according to the reliability test conditions in the literature [46], which are 5000 rpm (C1) and 1000 rpm (C2), respectively. Four kinds of health conditions Here, to further illustrate the extensive applicability of the proposed method, a laboratory bearing of the motorized spindle test rig (MSTR) [46] is separately conducted to acquire data and analysis. The overall test rig is illustrated in Figure 19, which consists of a supporting system, a loading system, a force convert system and an accessory system.…”

“…To align with the experiment of case study 1, the sampling frequency of the vibration data is set to 12 kHz. The rotation speed of the bearing is consistent with that of the motorized spindle, and two working conditions with a large difference are selected for experimental verification according to the reliability test conditions in the literature [46], which are 5000 rpm (C1) and 1000 rpm (C2), respectively. Four kinds of health conditions Compared to the publicly available CWRU dataset, the motor fault dataset has more fault categories and more complex working conditions, which can sufficiently demonstrate the applicability of the proposed method in more complex practical scenarios.…”

“…Four kinds of health conditions Compared to the publicly available CWRU dataset, the motor fault dataset has more fault categories and more complex working conditions, which can sufficiently demonstrate the applicability of the proposed method in more complex practical scenarios. Here, to further illustrate the extensive applicability of the proposed method, a laboratory bearing of the motorized spindle test rig (MSTR) [46] is separately conducted to acquire data and analysis. The overall test rig is illustrated in Figure 19, which consists of a supporting system, a loading system, a force convert system and an accessory system.…”