Volume 29 Issue 9
Sep.  2014
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XU Yong-zhi, XIA Xin-tao. Analysis of parameter-nonparametric fusion on space bearing friction moment[J]. Journal of Aerospace Power, 2014, 29(9): 2129-2135. doi: 10.13224/j.cnki.jasp.2014.09.016
Citation: XU Yong-zhi, XIA Xin-tao. Analysis of parameter-nonparametric fusion on space bearing friction moment[J]. Journal of Aerospace Power, 2014, 29(9): 2129-2135. doi: 10.13224/j.cnki.jasp.2014.09.016

Analysis of parameter-nonparametric fusion on space bearing friction moment

doi: 10.13224/j.cnki.jasp.2014.09.016
  • Received Date: 2013-09-26
  • Publish Date: 2014-09-28
  • Parameter-nonparametric fusion method was put forward to analyze the characteristic of space bearing friction moment, by using statistical method to judge the basic characteristic of space bearing friction moment; symbol judgment method was used to determine the time sequence characteristic of space bearing friction moment; while rank sum judgment method was used to determine the state characteristic of space bearing friction moment; these three methods were fused to analyze the overall characteristic of space bearing friction moment, in order to evaluate the friction characteristic of space bearing. The method can avoid the effect of the plus or minus and some mini-max values and time sequence on overall characteristic of space bearing. The basic characteristic, the time sequence characteristic and the state characteristic of space bearing were discovered to reflect the overall characteristic on space bearing; the results show that the better space bearing are determined according to working performance and stabilization of the space bearing, at the same time, on the basis of the time sequence and state characteristic of the space bearing, the optimal overall space bearing was chosen, with the credibility up to 99%, in line with the current selection of space bearings; there were more information of the space bearing with use of the fusion method, showing that the fusion method could choose the space bearing of the optimal overall characteristic from a handful of space bearings.

     

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  • [1]
    Gan K G,Zaitov L M.Investigation into the dependence of the friction moment of high speed self lubrication ball bearing on the duration of the work rotational and load[J].Soviet Engineering Research,1990,10(2):41-46.
    [2]
    白越,杨作起,黎海文,等.储能/姿控一体化飞轮能耗实验研究[J].光学精密工程,2007,15(2):243-247. BAI Yue,YANG Zuoqi,LI Haiwen,et al.Experimental study on power loss of integrated energy and storage and attitude control fly wheel[J].Optics and Precision Engineering,2007,15(2):243-247.(in Chinese)
    [3]
    Sochting S,Sherrington I,Lewis S D,et al.An evaluation of the effect of simulated launch vibration on the friction performance and lubricatiuon of ball bearing for space applications[J].Wear,2006,260(11/12):1190-1202.
    [4]
    夏新涛,贾晨辉,王中宇,等.滚动轴承摩擦力矩的乏信息模糊预报[J].航空动力学报,2009,24(4):945-950. XIA Xintao,JIA Chenhui,WANG Zhongyu,et al.Fuzzy prediction of rolling bearing friction torquue using information poor system theory[J].Journal of Aerospace Power,2009,24(4):945-950.(in Chinese)
    [5]
    夏新涛,陈晓阳,张永振,等.滚动轴承乏信息实验分析与评估[M].北京:科学技术出版社,2007.
    [6]
    夏新涛,陈晓阳,张永振,等.航天轴承摩擦力矩不确定度的灰自助动态评估[J].哈尔滨工业大学学报,2006,38(增刊):294-297. XIA Xintao,CHEN Xiaoyang,ZHANG Yongzhen,et al.Dynamic assessment for uncertainty of friction moment of space bearing using grey bootstrap[J].Journal of Harbin Institute of Technology,2006,38(suppl.):294-297.(in Chinese)
    [7]
    王中宇,夏新涛,朱坚民.非统计及其工程应用[M].北京:科学出版社,2005.
    [8]
    夏新涛,陈晓阳,张永振,等.航天轴承摩擦力矩的最大熵概率分布与bootstrap推断[J].宇航学报,2007,28(5):1395-1400. XIA Xintao,CHEN Xiaoyang,ZHANG Yongzhen,et al.Maximum entropy probability distribution and bootstrap inference of space bearing friction moment[J].Journal of Astronautics,2007,28(5):1395-1400.(in Chinese)
    [9]
    赵薇,张义民.振动传递路径系统的传递可靠性灵敏度[J].航空动力学报,2012,27(5):1080-1086. ZHAO Wei,ZHANG Yimin.Reliability sensitivity of vibration transfer path systems[J].Journal of Aerospace Power,2012,27(5):1080-1086.(in Chinese)
    [10]
    冯文哲,刘琦.成败型产品的Bayes可靠性验证试验设计[J].航空动力学报,2012,27(1):110-117. FENG Wenzhe,LIU Qi.Bayesian reliability demonstration test design for binomial distributed product[J].Journal of Aerospace Power,2012,27(1):110-117.(in Chinese)
    [11]
    XIA Xintao.Forecasting method for product reliability along with performance data[J].Journal of Failure Analysis and Prevention,2012,12(5):532-540.
    [12]
    Pierce D M,Zeyen B,Huigens B M,et al.Predicting the failure probability of device features in MEMS[J].IEEE Transactions on Device and Materials Reliability,2011,11(3):433-441.
    [13]
    夏新涛,陈晓阳,张永振,等.滚动轴承振动的灰自助动态评估与诊断[J].航空动力学报,2007,22(1):156-162. XIA Xintao,CHEN Xiaoyang,ZHANG Yongzhen,et al.Dynamic assessment and diagnosis of vibration of rolling bearing using grey bootstrap[J].Journal of Aerospace Power,2007,22(1):156-162.(in Chinese)
    [14]
    夏新涛,王中宇,孙立明,等.滚动轴承振动与噪声关系的灰色研究[J].航空动力学报,2004,19(3):424-428. XIA Xintao,WANG Zhongyu,SUN Liming,et al.On relationship between vibration and noise of rolling bearing using grey system theory[J].Journal of Aerospace Power,2004,19(3):424-428.(in Chinese)
    [15]
    夏新涛,徐永智,金银平,等.用自助加权范数法评估三参数威布尔分布可靠性最优置信区间[J].航空动力学报,2013,28(3):481-488. XIA Xintao,XU Yongzhi,JIN Yinping,et al.Assessment for optimum confidence interval of reliability with three-parameter Weibull distribution using bootstrap weighted-norm method[J].Journal of Aerospace Power,2013,28(3):481-488.(in Chinese)
    [16]
    张耀强,陈建军,邓四二,等.考虑表面波纹度的滚动轴承-转子系统非线性动力特性[J].航空动力学报,2008,23(9):1731-1736. ZHANG Yaoqiang,CHEN Jianjun,DENG Sier,et al.Nonlinear dynamic characteristics of a rolling bearing-rotor system with surface waviness[J].Journal of Aerospace Power,2008,23(9):1731-1736.(in Chinese)
    [17]
    唐云冰,高德平,罗贵火.滚动轴承非线性轴承力及其对轴承系统振动特性的影响[J].航空动力学报,2006,21(2):366-373. TANG Yunbing,GAO Deping,LUO Guihuo.Non-linear bearing force of the rolling ball bearing and its influence on vibration of bearing system[J].Journal of Aerospace Power,2006,21(2):366-373.(in Chinese)
    [18]
    苗学问,田喜明,洪杰.基于支持向量机的滚动轴承状态寿命模型[J].航空动力学报,2008,23(12):2190-2195. MIAO Xuewen,TIAN Ximing,HONG Jie.Grade-life model of rolling bearing based on support vector machine[J].Journal of Aerospace Power,2008,23(12):2190-2195.(in Chinese)
    [19]
    Abbasi B,Niaki S T A,Khalife M A,et al.A hybrid variable neighborhood search and simulated annealing algorithm to estimate the three parameters of the Weibull distribution[J].Expert Systems with Applications,2011,38(1):700-708.
    [20]
    El-Adll M E.Predicting future lifetime based on random number of three parameters Weibull distribution[J].Mathematics and Computers in Simulation,2011,81(9):1842-1854.
    [21]
    Bartkute-Norkuniene V,Sakalauskas L.Consistent estimator of the shape parameter of three-dimensional Weibull distribution[J].Communications in Statistics-Theory and Methods,2011,40(16):2985-2996.
    [22]
    Toasa Caiza P D,Ummenhofer T.General probability weighted moments for the three-parameter Weibull distribution and their application in S-N curves modeling[J].International Journal of Fatigue,2011,33(12):1533-1538.
    [23]
    徐永智,夏新涛.用遗传变异法评估航天轴承摩擦力矩[J].轴承,2014(1):27-30. XU Yongzhi,XIA Xintao.Assessment of friction torque for space bearing using genetic-variation method[J].Bearing,2014(1):27-30.(in Chinese)
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