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OPTIMIZATION OF HYPOID GEAR DESIGN AND TOOTH CONTACT ANALYSIS

机译:双曲面齿轮设计的优化和齿接触分析

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摘要

Hypoid gears are effectively used in cross axis power transmission systems. Design of hypoid gear parameters is complex and dependent on designers' experiences. In this paper, an easy approach to design the parameters of hypoid gear to obtain the minimum of maximum principle normal contact stress and peak to peak transmission error is presented. An improved Particle Swarm Optimization (PSO) and Back Propagation (BP) algorithm is proposed to predict the stress and the transmission error if certain design parameters are given. The predictive accuracy is evaluated by Root Mean Square Error (RMSE) equation. The results show that the predictive accuracy is in reasonable agreement with the values calculated by the software [1]. Based on the prediction model, the optimization model for the design parameters of hypoid gear is established. This paper proposes a method to design a set of hypoid gears with minimum of maximum principle normal stress and peak to peak transmission error.
机译:准双曲面齿轮有效地用于横轴动力传动系统。准双曲面齿轮参数的设计很复杂,并且取决于设计者的经验。本文提出了一种简单的方法来设计准双曲面齿轮的参数,以获取最大主法向接触应力和峰-峰传递误差的最小值。提出了一种改进的粒子群算法(PSO)和反向传播(BP)算法,可以在给出某些设计参数的情况下预测应力和传输误差。预测准确性通过均方根误差(RMSE)方程进行评估。结果表明,预测精度与软件计算出的值在合理范围内[1]。在此预测模型的基础上,建立了准双曲面齿轮设计参数的优化模型。本文提出了一种设计一套准双曲面齿轮的方法,该齿轮具有最大的最大法向应力和峰-峰传递误差。

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