TY - JOUR
T1 - 基于AK-IS法的航空齿轮泵滑动轴承可靠性分析
AU - Gao, Ning
AU - Li, Huacong
AU - Hong, Linxiong
AU - Cao, Rui
AU - Fu, Jiangfeng
N1 - Publisher Copyright:
© 2022, Editorial Board of JBUAA. All right reserved.
PY - 2022/6
Y1 - 2022/6
N2 - To study the hydrodynamic lubrication reliability of journal bearings inside aero-gear pumps running at high speed and with low medium viscosity, an elastohydrodynamic lubrication (EHL) model considering elastic deformation of bearing bush is established by coupling Reynolds lubrication equation with influence matrix. Considering the uncertainty caused by the size tolerance and operating conditions of journal bearings, the peak pressure of hydrodynamic lubrication, which is closely related to the lubrication characteristics of journal bearings, is taken as the reliability criterion. The AK-IS method combining adaptive Kriging and importance sampling is used to calculate the reliability and sensitivity of the hydrodynamic lubrication characteristics of journal bearings. The results show that considering bearing deformation, the pressure peak value of journal bearings is 15.04% lower than that of rigid bearings, and hence the influence of EHL on hydrodynamic lubrication of bearings cannot be neglected. The results also show the accuracy and efficiency of the AK-IS based reliability analysis of hydrodynamic lubrication of journal bearings. Moreover, the degree of the effect of various uncertainties on the reliability of hydrodynamic lubrication is different, with the radius clearance of bearings being the most sensitive to reliability, and the rotational speed the least.
AB - To study the hydrodynamic lubrication reliability of journal bearings inside aero-gear pumps running at high speed and with low medium viscosity, an elastohydrodynamic lubrication (EHL) model considering elastic deformation of bearing bush is established by coupling Reynolds lubrication equation with influence matrix. Considering the uncertainty caused by the size tolerance and operating conditions of journal bearings, the peak pressure of hydrodynamic lubrication, which is closely related to the lubrication characteristics of journal bearings, is taken as the reliability criterion. The AK-IS method combining adaptive Kriging and importance sampling is used to calculate the reliability and sensitivity of the hydrodynamic lubrication characteristics of journal bearings. The results show that considering bearing deformation, the pressure peak value of journal bearings is 15.04% lower than that of rigid bearings, and hence the influence of EHL on hydrodynamic lubrication of bearings cannot be neglected. The results also show the accuracy and efficiency of the AK-IS based reliability analysis of hydrodynamic lubrication of journal bearings. Moreover, the degree of the effect of various uncertainties on the reliability of hydrodynamic lubrication is different, with the radius clearance of bearings being the most sensitive to reliability, and the rotational speed the least.
KW - Aero-gear pump
KW - AK-IS method
KW - Elastohydrodynamic lubrication (EHL)
KW - Journal bearing
KW - Reliability analysis
UR - http://www.scopus.com/inward/record.url?scp=85132975317&partnerID=8YFLogxK
U2 - 10.13700/j.bh.1001-5965.2020.0713
DO - 10.13700/j.bh.1001-5965.2020.0713
M3 - 文章
AN - SCOPUS:85132975317
SN - 1001-5965
VL - 48
SP - 1057
EP - 1064
JO - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
JF - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
IS - 6
ER -