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Digital image processing based mass flow rate measurement of gas/solid two-phase flow

机译:基于数字图像处理的气体/固体两相流量测量

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With the rapid growth of the process industry, pneumatic conveying as a tool for the transportation of a wide variety of pulverized and granular materials has become widespread. In order to improve plant control and operational efficiency, it is essential to know the parameters of the particle flow. This paper presents a digital imaging based method which is capable of measuring multiple flow parameters, including volumetric concentration, velocity and mass flow rate of particles in the gas/solid two phase flow. The measurement system consists of a solid state laser for illumination, a low-cost CCD camera for particle image acquisition and a microcomputer with bespoke software for particle image processing. The measurements of particle velocity and volumetric concentration share the same sensing hardware but use different exposure time and different image processing methods. By controlling the exposure time of the camera a clear image and a motion blurred image are obtained respectively. The clear image is thresholded by OTSU method to identify the particles from the dark background so that the volumetric concentration is determined by calculating the ratio between the particle area and the total area. Particle velocity is derived from the motion blur length, which is estimated from the motion blurred images by using the travelling wave equation method. The mass flow rate of particles is calculated by combining the particle velocity and volumetric concentration. Simulation and experiment results indicate that the proposed method is promising for the measurement of multiple parameters of gas/solid two-phase flow.
机译:随着工艺业的快速增长,气动输送作为运输各种粉碎和粒状材料的工具已成为广泛的。为了提高植物控制和运营效率,必须了解粒子流程的参数。本文介绍了一种基于数字成像的方法,其能够测量多个流动参数,包括气/固体两相流中颗粒的体积浓度,速度和质量流速。测量系统由用于照明的固态激光器,用于粒子图像采集的低成本CCD摄像机和具有用于粒子图像处理的定制软件的微型计算机。粒子速度和体积浓度的测量共享相同的传感硬件,但使用不同的曝光时间和不同的图像处理方法。通过控制相机的曝光时间,分别获得清晰的图像和运动模糊图像。通过OTSU方法阈值阈值,以识别来自暗背景的颗粒,使得通过计算粒子区域和总面积之间的比率来确定体积浓度。粒子速度来自运动模糊长度,通过使用行波方程方法从运动模糊图像估计。通过组合颗粒速度和体积浓度来计算颗粒的质量流量。模拟和实验结果表明,该方法是对测量气/固体两相流量的多个参数的承诺。

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