Title :
Study on Algorithm of ERT for Voidage Measurement of Two-Phase Flow
Author_Institution :
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 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;
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
DOI :
10.1109/ICMLC.2007.4370547