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Optimization Design of a Compliant Tension Spring

机译:兼容拉伸弹簧的优化设计

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This study presents an optimization design for a compliant tension spring. Structure of the proposed spring is designed based on foldable mechanism to reach a large range of deformation. To improve the performances of the spring, a computational optimization process is implemented by an integration of the response surface method, finite element method, and multi-objective genetic algorithm. First of all, a 3D model of the spring is created. Then, design of experiments is built by central composite design. Simulations are performed to collect the numerical datasets. Subsequently, Kriging metamodel is used to approximate a relationship between the design parameters and the deformation. And then, the multi-objective genetic algorithm is utilized to search the Pareto-optimal set for the spring. The sensitivity of design parameters is analyzed. Finally, the predicted results are validated through finite element analysis.
机译:本研究介绍了符合符合张力弹簧的优化设计。所提出的弹簧的结构基于可折叠机构设计,以达到大量变形。为了改善弹簧的性能,通过响应面方法,有限元方法和多目标遗传算法的集成来实现计算优化过程。首先,创建春天的3D模型。然后,通过中央复合设计建造实验的设计。执行模拟以收集数值数据集。随后,克里格元模型用于近似设计参数与变形之间的关系。然后,利用多目标遗传算法来搜索弹簧的帕累托 - 最佳集合。分析了设计参数的敏感性。最后,通过有限元分析验证了预测结果。

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