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Development of a novel reconstruction method for two-phase flow CT with improved simulated annealing algorithm

Authors :
Mingfei Yan
Huasi Hu
Guang Hu
Bin Liu
Chao He
Qiang Yi
Source :
Nuclear Engineering and Technology, Vol 53, Iss 4, Pp 1304-1310 (2021)
Publication Year :
2021
Publisher :
Elsevier, 2021.

Abstract

Two-phase flow, especially gas-liquid two-phase flow, has a wide application in industrial field. The diagnosis of two-phase flow parameters, which directly determine the flow and heat transfer characteristics, plays an important role in providing the design reference and ensuring the security of online operation of two-phase flow system. Computer tomography (CT) is a good way to diagnose such parameters with imaging method. This paper has proposed a novel image reconstruction method for thermal neutron CT of two-phase flow with improved simulated annealing (ISA) algorithm, which makes full use of the prior information of two-phase flow and the advantage of stochastic searching algorithm. The reconstruction results demonstrate that its reconstruction accuracy is much higher than that of the reconstruction algorithm based on weighted total difference minimization with soft-threshold filtering (WTDM-STF). The proposed method can also be applied to other types of two-phase flow CT modalities (such as X(γ)-ray, capacitance, resistance and ultrasound).

Details

Language :
English
ISSN :
17385733
Volume :
53
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Nuclear Engineering and Technology
Publication Type :
Academic Journal
Accession number :
edsdoj.096b6ae75fbe4aa59ec36239e82ab323
Document Type :
article
Full Text :
https://doi.org/10.1016/j.net.2020.09.021