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A robust image analysis technique for the study of horizontal air-water plug flow

机译:水平空气塞流研究的鲁棒图像分析技术

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摘要

The current work develops a robust image analysis technique for quantitative measurements in horizontal plug flow. To do this, experiments are performed to capture high-speed videos for horizontal air-water plug flow for two test conditions in a 38.1 mm ID pipe. A visualization block-mirror system is designed and fabricated to allow the simultaneous visualization of two-phase flow from both top and side views using a single camera. To obtain images of high quality for analysis, the angle and position of the camera relative to the visualization block are verified. With the obtained images, an algorithm is developed to detect and track the interface of plug bubbles. Due to the existence of contacting or overlapping small bubbles, additional algorithms are developed to segment the interfaces of plug bubble from those of small bubbles, including distance checking, interface breakpoints detection, and convex curvature segmentation. As a result, the nose position, local time-averaged axial velocity, and area-averaged time-averaged void fraction for plug bubbles can be obtained with this newly developed image analysis technique. To benchmark the newly developed image analysis code, local four-sensor conductivity probe measurements are performed. The axial velocity for plug bubbles generally agrees within +/- 10% between image analysis technique and the four-sensor conductivity probe measurement technique, while the plug bubble reconstruction approach can generate an area-averaged void fraction within +/- 10% of the probe measured value.
机译:目前的工作开发了一种用于水平插头流量的定量测量的鲁棒图像分析技术。为此,进行实验以捕获38.1毫米ID管中的两个测试条件的水平空气塞流的高速视频。设计和制造可视化块镜系统,以允许使用单个相机同时可视化两相流和侧视图。为了获得高质量的分析图像,验证了相机相对于可视化块的相对于可视化块的角度和位置。利用所获得的图像,开发了一种算法来检测和跟踪插头气泡的界面。由于存在接触或重叠小气泡,开发了额外的算法以将插头泡沫的界面分段为小气泡,包括距离检查,接口断点检测和凸曲率分割。结果,利用这种新开发的图像分析技术可以获得用于插头气泡的鼻位置,局部时间平均轴向速度和面部平均时间平均空隙级分。为了基准新开发的图像分析代码,执行局部四传感器电导率探针测量。插头泡沫的轴向速度通常在图像分析技术和四传感器电导率探针测量技术之间达到+/- 10%,而插头泡泡重建方法可以在+/- 10%内产生区域平均空隙率探针测量值。

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