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滚动轴承性能可靠性的随机演变

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针对大量工程实践对于滚动轴承性能可靠性的研究需求,对于滚动轴承性能可靠性的随机演变过程开展具体分析.选取服役期间滚动轴承的性能为研究对象,开展专门的试验获取轴承性能的原始时间序列,采用多种混沌预测方法预测轴承性能未来时间序列并构建可靠性演变函数.基于速度与加速度的联合演变特征量刻画了滚动轴承性能可靠性演变的不确定态势,实现了滚动轴承性能可靠性的内在演变趋势的分析和预测,有效揭示了轴承性能可靠性演变的随机力学本质.
Random Evolution for Performance Reliability of Rolling Bearings
In view of the research demand on the performance reliability of rolling bearings in large quantities engineering practice,the random evolution process of the performance reliability of rolling bearings was analyzed.The performance of rolling bearings during service was selected as the research object,the original time series of bearing performance was obtained by special tests,the future time series of bearing performance was predicted by a variety of chaotic prediction methods and the evolution function of reliability was con-structed.Based on the joint evolution characteristic quantity of velocity and acceleration,the uncertain situation of rolling bearing per-formance reliability evolution was described.The analysis and prediction of inherent evolution trend of rolling bearing reliability are real-ized,and the stochastic mechanics essence of bearing performance reliability evolution is revealed effectively.

rolling bearingsperformance life predictionperformance reliabilityrandom evolution

刘晨辰、陈荣华、张弘毅

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河南科技大学信息工程学院,河南洛阳 471023

浙江斯菱汽车轴承股份有限公司,浙江绍兴 312500

洛阳轴承研究所有限公司,河南洛阳 471039

滚动轴承 性能寿命预测 性能可靠性 随机演变

2024

机床与液压
中国机械工程学会 广州机械科学研究院有限公司

机床与液压

CSTPCD北大核心
影响因子:0.32
ISSN:1001-3881
年,卷(期):2024.52(10)