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一种基于概率-证据理论的滑动轴承可靠性优化设计*
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中央引导地方科技发展资金项目(206Z1804G);国家重点研发计划项目(2017YFB1301300).


A Reliability Optimization Design of Sliding Bearing Based on ProbabilityEvidence Theory
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    摘要:

    针对传统的滑动轴承优化设计中,忽略了不确定因素对滑动轴承的影响,提出一种新的滑动轴承可靠性优化设计方法。在该优化中,由于部分参数存在认知不确定性,利用概率论和证据理论表示不确定参数的分布。将概率论、证据理论和一次二阶矩法相结合,构建基于概率-证据理论的滑动轴承可靠性优化设计模型,并采用遗传算法对滑动轴承进行优化设计。算例结果表明,采用新方法优化后滑动轴承的承载能力明显提高了60%,摩擦因数减小10%,发热量降低6.9%。虽然可靠性优化设计方法相对于确定性优化设计方法降低了轴承的部分最优设计参数,但是滑动轴承的润滑可靠性显著提高,能够降低润滑失效带来的轴承故障,具有较高的工程实用性。

    Abstract:

    In the traditional optimization design of sliding bearing,the influence of uncertain factors on sliding bearing was ignored.A novel reliability optimization design method for sliding bearing was presented.Due to the cognitive uncertainty of some parameters,probability theory and evidence theory were used to represent the distribution of uncertain parameters.By combining the probability theory,evidence theory and firstorder secondmoment method,the reliability optimization design model of sliding bearing based on hybrid theory was established.The genetic algorithm was used to optimize the design of sliding bearing.The results of an example show that the capacity of sliding bearing is increased by 60%,the friction coefficient is reduced by 10%,and the calorific value is reduced by 6.9%.Although the optimized design parameters based on reliability optimization design method are slightly reduced compared with the deterministic optimization design method,but the lubrication reliability of sliding bearing is significantly improved,which can reduce bearing fault caused by lubrication failure and has high engineering practicality.

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赵军,陶友瑞.一种基于概率-证据理论的滑动轴承可靠性优化设计*[J].润滑与密封,2021,46(9):128-133.
ZHAO Jun, TAO Yourui. A Reliability Optimization Design of Sliding Bearing Based on ProbabilityEvidence Theory[J]. Lubrication Engineering,2021,46(9):128-133.

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  • 在线发布日期: 2022-03-24
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