Title :
Study on Algorithm of Electrical Resistance Tomography for Measurement of Two-phase Flow
Author_Institution :
Coll. of Inf. & Electron. Eng., Zhejiang Gongshang Univ., Hangzhou
Abstract :
Image reconstruction of electrical resistance tomography (ERT) is an ill-posed inverse problem. In this work, a new image reconstruction algorithm of ERT for the measurement of two-phase flow is studied. The new algorithm is a hybrid of Tikhonov regularization principle and Algebraic Reconstruction Technique (ART) algorithm. Tikhonov regularization principle is introduced to overcome the instability problem of initial image reconstruction. And, ART algorithm is used to improve the image quality of the original reconstructed image. Experimental results show that the hybrid image reconstruction algorithm can efficiently overcome the ill-posed problem of image reconstruction of ERT and is superior to the sensitivity coefficient algorithm. It is respected to be used in industry.
Keywords :
electric impedance imaging; flow measurement; image reconstruction; tomography; two-phase flow; Tikhonov regularization principle; algebraic reconstruction technique algorithm; electrical resistance tomography; image quality; image reconstruction; sensitivity coefficient algorithm; two-phase flow measurement; Conductivity; Electric resistance; Electric variables measurement; Electrical resistance measurement; Electrodes; Fluid flow measurement; Image reconstruction; Subspace constraints; Tomography; Voltage; ERT; image reconstruction algorithm; tomography; two-phase flow;
Conference_Titel :
Computational Engineering in Systems Applications, IMACS Multiconference on
Conference_Location :
Beijing
Print_ISBN :
7-302-13922-9
Electronic_ISBN :
7-900718-14-1
DOI :
10.1109/CESA.2006.4281920