基于双应力加速寿命试验的滚珠丝杠副可靠性分析

    Reliability Analysis of Ball Screw Based on Double-stress Accelerated Life Testing

    • 摘要: 为了在较短时间内完成对滚珠丝杠副的寿命评估,通过采用加大应力载荷的方法建立加速寿命试验模型,提出一种单样本双应力三水平的加速寿命试验设计和可靠性分析方法. 利用虚拟增广法对3个步进加速双应力下的故障时间数据进行等价扩充,以提高滚珠丝杠副在单样本、较少数据情况下的可靠性评估精度;再借助最小二乘法完成3个步进加速双应力水平下的Weibull分布模型中的参数估计;最后结合加速方程推算出在正常应力水平下的寿命,确定滚珠丝杠副的可靠性寿命指标. 通过试验仿真算例,验证了在不改变失效机理的前提下采用双应力加速寿命试验对滚珠丝杠副进行可靠性评估的可行性,提高了滚珠丝杠副寿命评估的效率.

       

      Abstract: To complete the life evaluation of ball screw in a short time, a model of accelerated life testing was established through the way of strengthening load, and an accelerated life test design and reliability analysis method with single sample, double-stress and three levels was proposed. The virtual augmented method was used to extend the failure time data under three step acceleration double stresses equivalently for improving the accuracy of reliability evaluation of ball screw in the case of single sample and less data. Then, the parameters of Weibull distribution model under three step accelerated double stress levels were estimated by least square method. Finally, the life of the ball screw under normal stress level was calculated according to the acceleration equation, and the reliability life index of the ball screw was determined. The feasibility of evaluating the reliability of ball screw using double-stress accelerated life test without changing the failure mechanism was verified by simulations, which can improve the efficiency of ball screw life assessment.

       

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