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MULTI-OBJECTIVE DESIGN OPTIMIZATION OF A SHAPE MEMORY ALLOY ACTUATED ROBOTIC CATHETER

机译:形状记忆合金致动机器人导管的多目标设计优化

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In this paper, we present a method for optimizing the design of a shape memory alloy (SMA) actuated robotic catheter. The robotic catheter is designed for use in endocardial ablation procedures, where "trackability" (bending flexibility) and "pushability " are desirable but conflicting catheter traits, leading to a multi-objective optimization problem. The catheter uses SMA tendons for internal actuation, which create a bending moment about a central structure. The design of SMA actuators is often non-intuitive and complicated due to the material's hys-teretic dependence on stress and temperature. The modeling and design difficulties increase when considering antagonistic SMA actuation, which is the case for the robotic catheter. The catheter is optimized using a genetic algorithm coupled with COMSOL Multiphysics Modeling and Simulation software. The objective functions are formulated in order to improve bending flexibility and pushability. Bending flexibility is quantified by radius of curvature. Pushability is a more subjective characteristic that depends on axial stiffness and friction, but for optimization purposes, it is quantified using axial stiffness and the surface area of the catheter. Several design variables that affect the catheter behavior are considered; these include the SMA tendon diameter and its pre-strain, the offset of the SMA tendon from the neutral axis of the central structure, and the central structure's diameter and elastic modulus.
机译:在本文中,我们介绍了一种优化形状记忆合金(SMA)致动的机器人导管的设计方法。机器人导管设计用于内膜消融程序,其中“可跟踪性”(弯曲性)和“可推性”是理想的,但导管性状相冲突,导致多目标优化问题。导管使用SMA肌腱进行内部致动,其产生关于中央结构的弯矩。由于材料的Hys-Teric依赖性对压力和温度的影响,SMA执行器的设计通常是不直观的并且复杂。考虑到拮抗SMA致动时,建模和设计困难增加,这是机器人导管的情况。使用与COMSOL Multiphysics建模和仿真软件相结合的遗传算法进行了优化了导管。配制客观功能,以提高弯曲柔韧性和可推性。弯曲柔韧性通过曲率半径量化。可推性是一种更主观的特征,其取决于轴向刚度和摩擦,而是为了优化目的,它使用轴向刚度和导管的表面积来量化。考虑影响导管行为的几种设计变量;这些包括SMA肌腱直径和其预突变,SMA肌腱的偏移来自中央结构的中性轴线,以及中央结构的直径和弹性模量。

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