Robustness Analysis for Planetary Gear Based on Monte Carlo Method

Dong Enguo, Zhang Lei, Xing Yanyun
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引用次数: 1

Abstract

A math model on planetary gear is built based on deterministic optimization method. The minimum volume of planetary gear is chosen as optimization objective. Teeth number of sun gear, face width, module and gear number are chosen as design variable. Applying Monte Carlo method robustness on the planetary gear is analyzed. Robustness analysis is included in probability distribution of objective and constraints, while design variables are considered as independently random variables of normal distribution. It is shown that planetary gear based on the deterministic optimization method is not robust when design variables show a slight variation. Precise of design variables is set up again based on the robustness analysis conclusion, and robustness on planetary gear is improved to meet design requirements.
基于蒙特卡罗方法的行星齿轮鲁棒性分析
基于确定性优化方法,建立了行星齿轮的数学模型。以行星齿轮体积最小为优化目标。选择太阳齿轮齿数、面宽、模数和齿数作为设计变量。应用蒙特卡罗方法分析了行星齿轮的鲁棒性。鲁棒性分析包括目标和约束的概率分布,而设计变量被认为是正态分布的独立随机变量。结果表明,当设计变量变化较小时,基于确定性优化方法的行星齿轮的鲁棒性较差。根据鲁棒性分析结论,重新确定了设计变量的精度,提高了行星齿轮的鲁棒性,使其满足设计要求。
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