DocumentCode
467841
Title
Study on Algorithm of ERT for Voidage Measurement of Two-Phase Flow
Author
Yu, Jin-Hua
Author_Institution
Zhejiang Gongshang Univ., Hangzhou
Volume
4
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
2401
Lastpage
2404
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 proposed. 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. Voidage measurement experiments have been carried out and the results show that the hybrid image reconstruction algorithm can efficiently overcome the ill-posed problem of image reconstruction of ERT and the maximum error of voidage measurement is less than 8%.
Keywords
computational fluid dynamics; computerised tomography; flow measurement; image reconstruction; inverse problems; two-phase flow; ART algorithm; Tikhonov regularization principle; electrical resistance tomography; image quality; image reconstruction; inverse problem; two-phase flow; voidage measurement; Conductivity; Cybernetics; Electric resistance; Electrical resistance measurement; Electrodes; Fluid flow measurement; Image reconstruction; Machine learning; Subspace constraints; Tomography; Algorithm; ERT; Image reconstruction; Measurement; Two-phase flow;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370547
Filename
4370547
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