Calculating Extreme Criteria of Eigenvalue Problems of a Medical Robot for Soft Tissue Surgery Using the Multi-objective Optimization

Q4 Engineering
G. Ilewicz
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引用次数: 1

Abstract

Medical robots with an instant center of rotation mechanism in a trocar are used for operating a human body or servicing artificial organs. The result of the work is the development of a multicriteria optimization model of a discussed medical robot, considering safety factor, first eigenfrequency and buckling coefficient as a criteria. The article also analyzes two issues of mechanics, the natural frequency and linear buckling. A discrete mesh model of a novel robot design with ten degrees of freedom and ended with a scalpel was developed based on finite element method. For the given loads and supports, a multi-criteria optimization model was evolved, which was solved by using the response surface method and the multi-objective genetic algorithm. The results section shows the Pareto fronts for the criteria and geometrical dimensions of the kinematic chain. The courses of resonant vibrations and buckling strains were also characterized. The solved optimization model gives correct values for the adopted criteria. The values of resonance were defined, which makes it possible to select mechatronic drive systems in terms of the input they generate. Variability of the resonant vibrations phenomena, as well as shapes and directions of buckling, provide information about the displacements taking place in the medical robot system.
基于多目标优化的软组织手术医疗机器人特征值问题极值准则计算
在套管针内装有瞬间旋转中心机构的医疗机器人用于对人体进行手术或为人造器官提供服务。研究结果是建立了以安全系数、第一特征频率和屈曲系数为准则的医疗机器人多准则优化模型。本文还对固有频率和线性屈曲两个力学问题进行了分析。基于有限元法,建立了一种新型十自由度手术刀末端机器人的离散网格模型。针对给定荷载和支护,建立了多准则优化模型,采用响应面法和多目标遗传算法进行求解。结果部分显示了运动链的标准和几何尺寸的帕累托前沿。并对结构的共振振动和屈曲应变过程进行了表征。求解后的优化模型给出了所采用准则的正确值。定义了共振的值,从而可以根据其产生的输入来选择机电一体化驱动系统。共振振动现象的可变性,以及屈曲的形状和方向,提供了关于医疗机器人系统中发生的位移的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Vibrations in Physical Systems
Vibrations in Physical Systems Engineering-Mechanics of Materials
CiteScore
0.70
自引率
0.00%
发文量
0
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