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Optimizing Transplanting Mechanism with Planetary Elliptic Gears Based on Multi-body Dynamic Analysis and Approximate Models

机译:基于多体动力学分析和近似模型的行星椭圆齿轮插补机构优化

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The multidisciplinary design optimization (MDO) strategy of the transplanting mechanism was determined, which was decomposed into three disciplines of kinematics, dynamics, and structural mechanics. The multidisciplinary design collaborative optimization models of the transplanting mechanism were established. The Latin hypercube design method was used to generate the initial sample points and construct the kriging model between the system-level variables and the discipline-level optimization. The MDO platform on the planetary elliptic gears transplanting mechanism was established on the basis of ISIGHT software and calculated by using the hybrid algorithm of multi-island genetic algorithm and sequential quadratic programming method. Optimization results showed that the width of the trajectory dynamic hole of the seedling needle tip, the frame vibration peak force, and the overall quality of the transplanting mechanism decreased by 55.6%, 20.5%, and 9.33%, respectively. The optimum overall performance of the transplanting mechanism was obtained by using the MDO based on approximation technique to meet the agronomic requirements of rice transplanting under high-accuracy computation and low computation time.
机译:确定了移植机制的多学科设计优化(MDO)策略,并将其分解为运动学,动力学和结构力学三个学科。建立了移植机制的多学科设计协同优化模型。拉丁超立方体设计方法用于生成初始样本点,并在系统级变量和学科级优化之间构建kriging模型。在ISIGHT软件的基础上建立了行星椭圆齿轮移植机构的MDO平台,并采用多岛遗传算法和顺序二次规划的混合算法进行计算。优化结果表明,幼苗针尖的轨迹动态孔的宽度,框架振动峰值力和移植机构的整体质量分别降低了55.6%,20.5%和9.33%。通过基于近似技术的MDO,可以在高精度计算和低计算时间的情况下满足水稻移植的农学要求,从而获得移植机制的最佳总体性能。

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