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基于图像纹理分析的两相流流型时空演化特性
  • ISSN号:0438-1157
  • 期刊名称:化工学报
  • 时间:0
  • 页码:131-137
  • 语言:中文
  • 分类:O359.1[理学—流体力学;理学—力学]
  • 作者机构:[1]天津大学电气与自动化工程学院,天津300072
  • 相关基金:国家自然科学基金项目(50674070,60374041).
  • 相关项目:倾斜油水两相流多场耦合测量信息获取及多尺度非线性特性研究
中文摘要:

引言 气液两相流广泛存在于石油开采、运输、化工、核反应堆及有相变的传热系统中。由于气液两相流界面随机可变,导致两相流介质分布状态异常复杂多变。近年来,两相流图像获取方法主要包括基于电学敏感原理的过程层析成像和高速摄像法^[1-2],基于非侵入无扰动的射线成像技术在两相流流型和空隙率研究中也有报道^[3-5]。

英文摘要:

In order to study the temporal and spatial evolution characteristics of gas-liquid two-phase flow structure, a high-speed dynamic camera was utilized to acquire the dynamic image information of seven typical gas-liquid two phase flow patterns in vertical and inclined 30° upward pipes with the testing ranges of superficial water velocity 0.02--0.4 m · s^-1 and superficial gas velocity 0. 005--2.7 m · s^-1. The gray level co-occurrence matrix (GLCM) was used to quantitatively characterize 2D information in the local neighborhood of image for analyzing flow pattern image features and the four time-varying characteristic parameter indices which represented image texture structures of different flow patterns were extracted. Then the transition of flow structure in the development process of flow patterns and calculated Lempel-Ziv sequence complexity of the four time-varying characteristic parameter indices were analyzed, and compared with the complexity measurement, fractal scale and recurrence plot determinism calculated by conductance fluctuating signals. The study showed that the dynamic parameter evolution trends of flow pattern image texture structure characteristics described the variation of different flow pattern structures and dynamics complexity, and the correlation index (COR) was more effective to reflect the complexity of flow pattern dynamics than others. It indicated that the proposed dynamic image analysis method was helpful to understanding the flow pattern temporal and spatial evolution characteristics and also was an effective approach to identifying the gas-liquid two phase flow patterns.

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期刊信息
  • 《化工学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国化工学会 化学工业出版社
  • 主编:李静海
  • 地址:北京市东城区青年湖南街13号
  • 邮编:100011
  • 邮箱:hgxb126@126.com
  • 电话:010-64519485
  • 国际标准刊号:ISSN:0438-1157
  • 国内统一刊号:ISSN:11-1946/TQ
  • 邮发代号:2-370
  • 获奖情况:
  • 中国科协优秀期刊二等奖,化工部科技进步二等奖,北京全优期刊奖,中国期刊方阵“双效”期刊,第三届中国出版政府奖
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国工程索引,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:35185