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基于Kelvin-Helmholtz不稳定性和界面剪切作用的扰动波高预测模型

孙宏军 李腾 李金霞 丁红兵

化工进展2024,Vol.43Issue(2):609-618,10.
化工进展2024,Vol.43Issue(2):609-618,10.DOI:10.16085/j.issn.1000-6613.2023-1071

基于Kelvin-Helmholtz不稳定性和界面剪切作用的扰动波高预测模型

Disturbance wave height prediction model based on Kelvin-Helmholtz instability and interfacial shear

孙宏军 1李腾 1李金霞 2丁红兵1

作者信息

  • 1. 天津大学电气自动化与信息工程学院,天津 300072
  • 2. 中国民航大学电子信息与自动化学院,天津 300300
  • 折叠

摘要

Abstract

Annular mist flow widely exists in natural gas and other industrial environments,in-depth exploration of the characteristics of disturbance waves is of significant importance for understanding the evolutionary patterns of annular mist flow.Experiments on gas-liquid two-phase flows were conducted in a vertical pipeline with an inner diameter of 15mm at different operating conditions.The liquid film thickness and droplet entrainment ratio were measured using a conductive ring sensor and a liquid film collection system respectively.The disturbance wave height data were extracted from the temporal signals of conductive ring sensor by using a dual-threshold method.The disturbance wave height and entrainment ratio with changes in gas-liquid flow rates and working pressure were investigated.It was found that both of them increased with increasing liquid flow rate,while they decreased with increasing gas phase flow rate and working pressure,indicating a close correlation between them.Then the scale parameters affecting the disturbance wave height were analyzed,and a disturbance wave height prediction model based on Kelvin-Helmholtz instability and interfacial shear was established.The model exhibited a relative root mean square error(rRMSE)of 4.05%,with 98.7%of data points falling within a±10%error range,demonstrating good fitting performance.Finally,a comparison was made between the proposed model and existing disturbance wave height correlations,both prediction accuracy and scalability have been greatly improved.

关键词

气液两相流/液膜/Kelvin-Helmholtz不稳定性/界面剪切作用/扰动波高

Key words

gas-liquid flow/liquid film/Kelvin-Helmholtz instability/interfacial shear/disturbance wave height

分类

信息技术与安全科学

引用本文复制引用

孙宏军,李腾,李金霞,丁红兵..基于Kelvin-Helmholtz不稳定性和界面剪切作用的扰动波高预测模型[J].化工进展,2024,43(2):609-618,10.

基金项目

国家自然科学基金(62373270,61873184,52276159) (62373270,61873184,52276159)

天津市教委科研计划(2022KJ065). (2022KJ065)

化工进展

OA北大核心CSTPCD

1000-6613

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