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基于图像分析技术的环状流内界面波捕捉与识别

Capture and recognition of interfacial waves in annular flow based on image analysis technology
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摘要 气液两相环状流是工程应用领域中最为常见的流型,其最重要的特征是气液相界面分布着多尺度特征的界面波,对单元过程和系统的传热、传质过程产生重要影响.本文通过分析高速摄影所获得的竖直管内气液两相环状流的动态图像,提出了一种基于液膜厚度三维时空演变规律的界面波识别与捕捉新方法,通过定性和定量分析验证其可行性,实现了对毫秒级时间尺度和微米级空间尺度界面波的高分辨率追踪,为气液两相环状流内界面波的识别和特性研究提供了一种操作简单且经济的非接触式研究手段. Annular flow is often encountered in many industrial applications,which features a circumferential liquid film at the pipe wall and a continuous gas core with entrained droplets in the tube center.One of the most remarkable features of annular flow is the distribution of various scales of interfacial waves in wavelength and amplitude on the liquid film.It is generally known that the generation,movement,and breakup of interfacial waves play an essential role in the heat and mass transfer in annular flow.Thus,complete knowledge of the interfacial waves is of great importance for the characterization of mass,momentum and energy exchange process of the unit process and the system.So far,extensive research has been carried out to investigate the characteristics of interfacial waves.There are two major groups of measurement methods for the capture of the interfacial waves,i.e.,the contact measurement method and the non-contact measurement method.The conductivity probe is widely used as a typical contact measurement method to investigate the properties of the interfacial waves.However,it is only suitable for local measurement of the conductive liquid film,and the measured liquid film thickness is the average of the thickness of the liquid film around the probe.It is also worth noting that the accuracy of the probe is restricted to the interference to the flow field,the rod-climbing effect of the fluids,the aging of the probe,and the deposition of impurities.The laser-induced fluorescence technology has become one of the most promising non-contact measurement methods due to its high temporal and spatial resolution and fast response speed.However,strict optical environmental conditions,complex and expensive test systems limit its wide application.Therefore,it is important to develop a simple and economical non-contact measurement method to capture and identify interfacial waves.As a common optical measurement method,high-speed photography technology is often employed to analyze the macroscopic characteristics of flow patterns and their transitions.Due to the superimposition,absorption,and separation of the interfacial waves during their movement,it is almost impossible to extract and distinguish waves from the original images.In the present study,a delicate approach for interfacial wave capture and recognition is developed through analyzing the temporal and spatial evolution of liquid film thickness in the annular flow.According to the difference in size and life span,three main types of interfacial waves are recognized as ripples,disturbance wave,and huge wave in gas-liquid two-phase flow.Compared with the laser-induced fluorescence technology,the proposed image processing method is qualitatively demonstrated to have effective identification abilities.Additionally,the velocity and frequency of the disturbance waves are obtained for quantitative verification.Compared with the experimental data in the literature,the proposed wave capture method is proved to implement a high resolution tracking for the interfacial wave at the millisecond time scale and micron level.Although the proposed image processing method offers a relative dearth of detailed information about interfacial waves compared with the laser-induced fluorescence technology,it provides a simple operation and non-contact measurement for interfacial waves in annular flow.
作者 刘莉 王科 林睿南 戴军涛 Li Liu;Ke Wang;Ruinan Lin;Juntao Dai(School of Nuclear Science and Engineering,Shanghai Jiao Tong University,Shanghai 200240,China;College of Mechanical and Transportation Engineering,China University of Petroleum,Beijing 102249,China;Gas Management Office,PetroChina Southwest Oil&Gas Field Company,Chengdu 610215,China)
出处 《科学通报》 EI CAS CSCD 北大核心 2021年第26期3497-3504,共8页 Chinese Science Bulletin
基金 国家自然科学基金(51906147,51706245) 中国石油大学(北京)科研基金(2462020XKJS01,ZX20200126)资助。
关键词 气液两相流 环状流 界面波识别 界面波特性 图像分析技术 gas-liquid two-phase flow annular flow interfacial wave recognition interfacial wave property image analysis technique
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