Research on Digital Image Measurement Method of Multiscale Bubble Size Distribution

气泡 经销商 材料科学 机械 图像处理 曲率 索特平均直径 数字图像分析 流量(数学) 数学 几何学 计算机科学 图像(数学) 人工智能 物理 计算机视觉 热力学 喷嘴
作者
Zhongyong Pan,Lei Zhao,B Zhang,Zhen Tang,Chuan Xu
出处
期刊:Chinese Journal of Scientific Instrument [Science Press]
卷期号:40 (7): 129-137
标识
DOI:10.19650/j.cnki.cjsi.j1905071
摘要

The bubble column is a multiphase flow reactor, which has been widely used in energy and environmental field. The size and concentration of bubbles are of great significance for studying the heat and mass transfer process in the bubble column. A digital image processing technique is proposed to measure the bubble size distribution in the bubble column. However, the dense bubbles are easy to overlap during the bubble recognition process. To solve this problem, the overlapping bubble matching and the circumferential fitting based on the curvature calculation are presented. The segmentation and contour reconstruction algorithm are further used to determine the size distribution of bubbles. Experiments are implemented in a bubble column. Experimental results show that the proposed algorithm can not only extract the clear and complete bubbles from the image, but also accurately segment the overlapping bubbles of the image. The multi-scale bubble size distribution can be accurately obtained accordingly. As the gas flow rate increasing, the number of small bubbles increases sharply. At the same time, larger bubbles are also generated. The maximum diameter of the bubble and the average diameter of Sauter increase with the increase of the gas flow rate. But, their ratio remains basically the same. The configuration of the distributor has an influence on the uniformity of the bubble size distribution. The square distributor produces the most uniform bubble, and the gas holdup is higher than those of the other two types of distributors. These results verify the feasibility of the image segmentation and contour reconstruction method for the measurement of bubble parameters in gas-liquid two-phase flow.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
健忘的饼干完成签到,获得积分10
刚刚
1秒前
1秒前
前世的尘应助阔达鑫采纳,获得10
1秒前
1秒前
酷波er应助ffyz采纳,获得10
2秒前
坚强的秋完成签到,获得积分10
2秒前
2秒前
ccji发布了新的文献求助10
2秒前
2秒前
万能图书馆应助YU采纳,获得10
2秒前
赘婿应助热热采纳,获得10
2秒前
2秒前
3秒前
111发布了新的文献求助10
3秒前
喵霸天下发布了新的文献求助20
3秒前
fxl发布了新的文献求助20
3秒前
4秒前
玉绳十六完成签到,获得积分10
4秒前
4秒前
Julie完成签到 ,获得积分10
4秒前
5秒前
FashionBoy应助李思羽采纳,获得10
5秒前
Qiu发布了新的文献求助10
5秒前
5秒前
科研通AI6.4应助威武的戎采纳,获得10
5秒前
ericlyw发布了新的文献求助10
5秒前
5秒前
5秒前
可爱的函函应助伊呀呀呀采纳,获得10
5秒前
勤恳的越泽应助光电效应采纳,获得30
5秒前
5秒前
5秒前
敏感兰完成签到,获得积分10
6秒前
6秒前
6秒前
6秒前
6秒前
彭于晏应助zhengbo采纳,获得10
7秒前
LaLaC完成签到,获得积分10
7秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Principles of town planning: translating concepts to applications 1000
1 Peter and Christ's Descent to the Dead in Its Early Christian Reception 700
Perfectionism in School 600
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7729304
求助须知:如何正确求助?哪些是违规求助? 9281352
关于积分的说明 20142731
捐赠科研通 7306578
什么是DOI,文献DOI怎么找? 3303017
关于科研通互助平台的介绍 2456060
邀请新用户注册赠送积分活动 2311346