An Algorithm to Image Individual Phase Fractions of Multiphase Flows Using Electrical Capacitance Tomography

被引:10
|
作者
Hossain, Md. Sazzad [1 ]
Abir, Md. Towsif [1 ]
Alam, M. Shah [1 ]
Volakis, John L. [2 ]
Islam, Md. Asiful [1 ]
机构
[1] Bangladesh Univ Engn & Technol, Elect & Elect Engn Dept, Dhaka 1000, Bangladesh
[2] Florida Int Univ, Coll Engn & Comp, Miami, FL 33174 USA
关键词
Permittivity; Image reconstruction; Probes; Electrodes; Sensors; Tomography; Inverse problems; electrical capacitance tomography; Landweber method; multiphase flow; industrial process tomography; RECONSTRUCTION;
D O I
10.1109/JSEN.2020.3009673
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, an algorithm using electrical capacitance tomography has been proposed to image and continuously monitor individual phases of a multiphase flow components. Instead of directly reconstructing the permittivity of the imaging domain, the proposed method presents successful reconstruction of fractional area/volume of each phase of a multiphase flow using only single frequency measurements. The permittivity image can then be calculated from the reconstructed fraction parameters. For the fraction reconstruction, the conventional cost function is reformulated and solved employing the well-known Landweber method typically used in ECT. Several three and two phase flow scenarios, including gas-oil-water process, have been analyzed and successful fraction parameter reconstructions are demonstrated. Apart from yielding successful reconstruction of individual phases, the proposed method also increases the overall accuracy of permittivity recovery consistently for all the explored cases. Hence, the proposed fraction imaging algorithm can potentially serve as a tool to decompose individual phases of a multiphase flow along with increased image accuracy.
引用
收藏
页码:14924 / 14931
页数:8
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