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用于控制应用的电阻层析成像:旋风分离器内气液分布的定量研究。

Electrical Resistance Tomography for Control Applications: Quantitative Study of the Gas-Liquid Distribution inside A Cyclone.

作者信息

Sattar Muhammad Awais, Garcia Matheus Martinez, Banasiak Robert, Portela Luis M, Babout Laurent

机构信息

Institute of Applied Computer Science, The Lodz University of Technology, Stefanowskiego 18/22, 90-924 Łódź, Poland.

Department of Chemical Engineering, Delft University of Technology, Van der Maasweg 9, 2629 HZ Delft, The Netherlands.

出版信息

Sensors (Basel). 2020 Oct 25;20(21):6069. doi: 10.3390/s20216069.

Abstract

Phase separation based centrifugal forces is effective, and thus widely explored by the process industry. In an inline swirl separator, a core of the light phase is formed in the center of the device and captured further downstream. Given the inlet conditions, this gas core created varies in shape and size. To predict the separation behavior and control the process in an optimal way, the gas core diameter should be measured with the minimum possible intrusiveness. Process tomography techniques such as electrical resistance tomography (ERT) allows us to measure the gas core diameter in a fast and non-intrusive way. Due to the soft-field nature and ill-posed problem in solving the inverse problem, especially in the area of low spatial resolution, the reconstructed images often overestimate the diameter of the object under consideration leading to unreliable measurements. To use ERT measurements as an input for the controller, the estimated diameters should be corrected based on secondary measurements, e.g., optical techniques such as high-speed cameras. In this context, image processing and image analysis techniques were adapted to compare the diameter calculated by an ERT system and a fast camera. In this paper, a correction method is introduced to correct the diameter obtained by ERT based on static measurements. The proposed method reduced the ERT error of dynamic measurements of the gas core size from over 300% to below 20%, making it a reliable sensing technique for controlled separation processes.

摘要

基于相分离的离心力是有效的,因此在过程工业中得到了广泛的探索。在管道式旋流分离器中,轻相的核心在设备中心形成,并在下游被捕获。给定入口条件,所形成的气芯在形状和尺寸上会有所不同。为了预测分离行为并以最佳方式控制过程,应尽可能以最小的侵入性来测量气芯直径。诸如电阻层析成像(ERT)等过程层析成像技术使我们能够以快速且非侵入性的方式测量气芯直径。由于求解逆问题时存在软场特性和不适定问题,特别是在低空间分辨率区域,重建图像往往会高估所考虑物体的直径,导致测量结果不可靠。为了将ERT测量结果用作控制器的输入,应基于二次测量(例如高速摄像机等光学技术)对估计直径进行校正。在此背景下,采用了图像处理和图像分析技术来比较ERT系统和快速摄像机计算出的直径。本文介绍了一种基于静态测量来校正ERT所获直径的校正方法。该方法将气芯尺寸动态测量的ERT误差从超过300%降低到20%以下,使其成为用于受控分离过程的可靠传感技术。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/354d/7662277/1c56dafa6419/sensors-20-06069-g001.jpg

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