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空化流中的小波分析技术

Wavelet analysis techniques in cavitating flows.

作者信息

Brandner Paul A, Venning James A, Pearce Bryce W

机构信息

Cavitation Research Laboratory, Australian Maritime College, University of Tasmania, Launceston, Tasmania 7250, Australia

Cavitation Research Laboratory, Australian Maritime College, University of Tasmania, Launceston, Tasmania 7250, Australia.

出版信息

Philos Trans A Math Phys Eng Sci. 2018 Aug 13;376(2126). doi: 10.1098/rsta.2017.0242.

Abstract

Cavitating and bubbly flows involve a host of physical phenomena and processes ranging from nucleation, surface and interfacial effects, mass transfer via diffusion and phase change to macroscopic flow physics involving bubble dynamics, turbulent flow interactions and two-phase compressible effects. The complex physics that result from these phenomena and their interactions make for flows that are difficult to investigate and analyse. From an experimental perspective, evolving sensing technology and data processing provide opportunities for gaining new insight and understanding of these complex flows, and the continuous wavelet transform (CWT) is a powerful tool to aid in their elucidation. Five case studies are presented involving many of these phenomena in which the CWT was key to data analysis and interpretation. A diverse set of experiments are presented involving a range of physical and temporal scales and experimental techniques. Bubble turbulent break-up is investigated using hydroacoustics, bubble dynamics and high-speed imaging; microbubbles are sized using light scattering and ultrasonic sensing, and large-scale coherent shedding driven by various mechanisms are analysed using simultaneous high-speed imaging and physical measurement techniques. The experimental set-up, aspect of cavitation being addressed, how the wavelets were applied, their advantages over other techniques and key findings are presented for each case study.This paper is part of the theme issue 'Redundancy rules: the continuous wavelet transform comes of age'.

摘要

空化流和气泡流涉及一系列物理现象和过程,从成核、表面和界面效应、通过扩散和相变的质量传递到涉及气泡动力学、湍流相互作用和两相可压缩效应的宏观流动物理学。这些现象及其相互作用所产生的复杂物理特性使得这些流动难以研究和分析。从实验的角度来看,不断发展的传感技术和数据处理为深入了解这些复杂流动提供了机会,而连续小波变换(CWT)是帮助阐明这些流动的有力工具。本文介绍了五个案例研究,其中涉及许多此类现象,在这些案例中,连续小波变换是数据分析和解释的关键。文中展示了一系列涉及各种物理和时间尺度以及实验技术的不同实验。利用水声学、气泡动力学和高速成像研究气泡的湍流破碎;使用光散射和超声传感对微气泡进行尺寸测量,并使用同步高速成像和物理测量技术分析由各种机制驱动的大规模相干脱落。针对每个案例研究,介绍了实验装置、所研究的空化方面、小波的应用方式、它们相对于其他技术的优势以及关键发现。本文是主题为“冗余规则:连续小波变换走向成熟”这一特刊的一部分。

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