基于svd的POD技术对EHD射流进行模态分析

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Zelu Yan , Ji Gong , Christophe Louste , Jian Wu , Jian'an Fang
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引用次数: 0

摘要

由于电场和流场的耦合效应,EHD流具有复杂的特性,具有不同尺度的叠加特征结构。本文通过揭示射流歧管主导电转换的大尺度动力学结构,为EHD流的主动控制技术提供了一个新的研究视角。我们工作中基于SVD的POD技术标志着对EHD射流模态分析的首次全面研究,旨在提取捕捉主要特征的降阶模态,并通过对动力学物理的更深入理解来探索控制这些射流的机制。研究结果表明,决定EHD流动的大尺度相干结构在低阶模式中有规律地出现,而细尺度涡旋结构通常在高阶模式中出现。此外,基于POD的流场恢复技术可以通过在重建过程中简单地从扩展中排除高阶模态来有效地去除PIV数据集中的伪矢量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modal analysis of EHD jets through the SVD-based POD technique

An EHD flow has complex characteristics with superimposed characteristic structures of various scales due to the coupling effect of the electric and flow fields. This paper provides a new research perspective on active control techniques of EHD flows by unraveling the large-scale dynamic structure of the dominant electroconvection from the manifold of the jet. The SVD-based POD technique in our work marks the first comprehensive investigation of modal analysis for EHD jets, aiming at extracting reduced-order modes that capture the main features and exploring the mechanisms that govern these jets through a deeper understanding of dynamic physics. The findings indicate that large-scale coherent structures that determine the EHD flows regularly emerge in the low-order modes, and fine-scale vortex structures typically appear in the high-order modes. In addition, the POD-based flow field recovery technique can effectively remove the spurious vectors from the PIV dataset by simply excluding the high-order modes from the expansion during reconstruction.

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来源期刊
Journal of Electrostatics
Journal of Electrostatics 工程技术-工程:电子与电气
CiteScore
4.00
自引率
11.10%
发文量
81
审稿时长
49 days
期刊介绍: The Journal of Electrostatics is the leading forum for publishing research findings that advance knowledge in the field of electrostatics. We invite submissions in the following areas: Electrostatic charge separation processes. Electrostatic manipulation of particles, droplets, and biological cells. Electrostatically driven or controlled fluid flow. Electrostatics in the gas phase.
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