基于介电泳装置的电极拓扑优化

IF 4.4 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Structures Pub Date : 2024-06-14 DOI:10.1016/j.compstruc.2024.107444
Abbas Homayouni-Amlashi, Laure Koebel, Alexis Lefevre, Abdenbi Mohand-Ousaid, Aude Bolopion
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引用次数: 0

摘要

本文旨在开发拓扑优化方法,以设计基于压电泳(DEP)装置的电极形状。DEP 力是由施加在电极上的电压引起的非均匀电场造成的。电极的形状对 DEP 力的方向和大小有主要影响。在医疗微流体设备中,DEP 力用于细胞分拣和细胞分离。虽然 DEP 力的方向和大小需要分别确定和最大化,但电场的大小应最小化,以避免损伤细胞。在现有的基本电极设计中,实现这些目标有违直觉。因此,我们为 DEP 力和电场开发了一个详细的有限元模型(FEM),以制定一个优化问题,使特定方向上的 DEP 力最大化,同时对电场的大小进行限制。利用所开发的有限元,得出了敏感性分析的明确公式,以实施基于梯度的拓扑优化。在确定 DEP 力方向和电场约束时,对所开发方法的性能进行了数值评估;在微流体通道中粒子捕获的实际案例研究中,对所开发方法的性能进行了实验评估。
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Topology optimization of the electrodes in dielectrophoresis-based devices

This paper aims for developing topology optimization methodology to design the shape of electrodes in Dielectrophoresis (DEP)-based devices. The DEP force is due to a non-uniform electric field induced by applied voltages to the electrodes. Shape of the electrodes has the principal effect on the direction and magnitude of the DEP force. In medical therapy microfluidic devices, DEP force is used for cell sorting and cell separation. While the direction and magnitude of the DEP force are desired to be determined and maximized respectively, the magnitude of the electric field should be minimized to avoid damaging cells. Approaching these goals is counter intuitive where the existing electrode designs are basic. Therefore, a detailed finite element model (FEM) is developed for DEP force and electric field to formulate an optimization problem to maximize the DEP force in a particular direction while there is a constraint on electric field's magnitude. Using the developed FEM, explicit formulations for sensitivity analysis are derived to implement a gradient-based topology optimization. The performance of developed methodology is assessed numerically to determine the direction of the DEP force and constraining the electric field and experimentally in a practical case study of particle trapping in a microfluidic channel.

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来源期刊
Computers & Structures
Computers & Structures 工程技术-工程:土木
CiteScore
8.80
自引率
6.40%
发文量
122
审稿时长
33 days
期刊介绍: Computers & Structures publishes advances in the development and use of computational methods for the solution of problems in engineering and the sciences. The range of appropriate contributions is wide, and includes papers on establishing appropriate mathematical models and their numerical solution in all areas of mechanics. The journal also includes articles that present a substantial review of a field in the topics of the journal.
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