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Multi-objective optimal design of cycloid speed reducer based on genetic algorithm

机译:基于遗传算法的摆线针轮减速机多目标优化设计

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摘要

The design of cycloid speed reducer has to satisfy various constraints, e.g. the geometrical, the kinematical and the mechanical, while delivering excellent performance, high efficiency, long life, great load capacity, etc. This invokes the need of an optimal design methodology to achieve these objectives collectively. Taking K-H-V cycloid speed reducers as the research subject, an optimization methodology based on genetic algorithm is presented. The goal of the optimization is to simultaneously minimize volume and maximize efficiency. The volume and the efficiency of the reducer are simultaneously taken as objective functions. The design variables including the short width coefficient, the diameter of the pin, the width of the cycloid gear, etc. are defined. The constraint conditions are established for multi-optimizations. In order to elaborate the proposed optimization methodology, the XW3-type cycloid speed reducer is chosen and utilized as an example for optimization. A comparison study on the single optimization is also carried out in this work. The research results are satisfactory and can help designers to employ for minimum material and cost by fulfilling high efficiency and other performance requirements. (C) 2016 Published by Elsevier Ltd.
机译:摆线针轮减速机的设计必须满足各种约束,例如:几何学,运动学和机械学,同时提供出色的性能,高效率,长寿命,巨大的承载能力等。这需要一种最佳的设计方法来共同实现这些目标。以K-H-V摆线针轮减速机为研究对象,提出了一种基于遗传算法的优化方法。优化的目标是同时最小化体积和最大化效率。减速器的体积和效率同时作为目标函数。确定了包括短宽度系数,销的直径,摆线齿轮的宽度等在内的设计变量。建立约束条件以进行多重优化。为了详细阐述所提出的优化方法,选择了XW3型摆线针轮减速机,并将其作为优化示例。在这项工作中,还对单个优化进行了比较研究。研究结果令人满意,可以通过满足高效率和其他性能要求,帮助设计人员以最低的材料和成本进行使用。 (C)2016由Elsevier Ltd.出版

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