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Optimizing Design With Extensive Simulation Data: A Case Study of Designing a Vacuum-Assisted Biopsy Tool

机译:利用大量的仿真数据优化设计:以设计真空辅助活检工具为例

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摘要

Design by Dragging (DBD) [1] is a virtual design tool, which displays three-dimensional (3D) visualizations of many simulation results obtained by sampling a large design space and ties this visual display together with a new user interface. The design space is explored through mouse-based interactions performed directly on top of the 3D data visualizations. Our previous study [1] introduced the realization of DBD with a simplistic example of biopsy needle design under a static bending force. This paper considers a realistic problem of designing a vacuum-assisted biopsy (VAB) needle that brings in more technical challenges to include dynamic tissue reaction forces, nonlinear tissue deformation, and progressive tissue damage in an integrated visualization with design suggestions. The emphasis is placed on the inverse design strategy in DBD, which involves clicking directly on a stress (or other output field parameter) contour and dragging it to a new (usually preferable) position on the contour. Subsequently, the software computes the best fit for the design variables for generating a new output stress field based on the user input. Three cases demonstrated how the inverse design can assist users in intuitively and interactively approaching desired design solutions. This paper illustrates how virtual prototyping may be used to replace (or reduce reliance on) purely experimental trial-and-error methods for achieving optimal designs.
机译:拖动设计(DBD)[1]是一种虚拟设计工具,它显示通过采样较大的设计空间而获得的许多仿真结果的三维(3D)可视化效果,并将此可视化显示与新的用户界面联系在一起。通过直接在3D数据可视化之上执行的基于鼠标的交互来探索设计空间。我们先前的研究[1]以一个在静态弯曲力下的活检针设计的简单示例介绍了DBD的实现。本文考虑了设计真空辅助活检(VAB)针的现实问题,该针带来了更多的技术挑战,包括动态的组织反作用力,非线性的组织变形和进行性组织损伤,以及具有设计建议的集成可视化。重点放在DBD的逆向设计策略中,该策略涉及直接单击应力(或其他输出场参数)轮廓并将其拖动到轮廓上的新位置(通常是更好的位置)。随后,软件根据用户输入计算最适合设计变量的参数,以生成新的输出应力场。三个案例展示了逆向设计如何帮助用户直观和交互地接近所需的设计解决方案。本文说明了如何使用虚拟样机代替(或减少对)纯实验性的反复试验方法来实现最佳设计。

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