首页|组合赋权下的调心滚子轴承响应面MOGA优化模型

组合赋权下的调心滚子轴承响应面MOGA优化模型

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为了提升调心滚子轴承响应面应力分布均衡性,解决由调心滚子轴承响应面产生应力变化,导致调心滚子轴承失效问题,提出一种调心滚子轴承响应面优化方法.建立调心滚子轴承响应面客观赋权模型,通过Hertz接触理论分析响应面线性应力分布情况.采用多目标遗传算法(Multi Objective Genetic Algorithm,MOGA)对响应面有限元模型加以最优量优化,完成响应面优化模型构建.实验结果表明:响应面应力分布优化测试曲线整体平稳,起始值与终止值相差较小,并且整体值域有明显提升;目标模型对于连续性暴力压力受力较均匀.由此证明,目标模型在响应面应力分布优化方面效果明显,能够保证参量的统一,具有一定的稳定性、可靠性及有效性.
MOGA Optimization Model of Centering Roller Bearing under Combined Empowerment
In order to improve the balance of stress distribution on the response surface of self-aligning roller bearings and solve the problem of failure caused by stress changes on the response surface of self-aligning roller bearings,an optimization method for the response surface of self-aligning roller bearings is proposed.The objective weighting model of the response surface of self-a-ligning roller bearing is established,and the linear stress distribution of the response surface is analyzed by Hertz contact theory.Multi-objective Genetic Algorithm(MOGA)is used to optimize the response surface finite element model and complete the construc-tion of the response surface optimization model.The experimental results show that the response surface stress distribution optimiza-tion test curve is stable as a whole,the difference between the initial value and the end value is small,and the overall value range is significantly improved;The target model is more uniform for continuous violence.It is proved that the target model has obvious effect in the optimization of the stress distribution of the response surface,which can ensure the unity of parameters,and has certain stability,reliability and effectiveness.

combination empowermentcentering roller bearingresponse surfaceMOGA

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三明医学科技职业学院 工程与设计系,福建三明 365000

组合赋权 调心滚子轴承 响应面 MOGA

2022年度三明医学科技职业学院科技类科研项目2022年福建省中青年教师教育科技类科研项目

2022KY007JAT220736

2024

东莞理工学院学报
东莞理工学院

东莞理工学院学报

影响因子:0.265
ISSN:1009-0312
年,卷(期):2024.31(1)
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