4.6 Article

A Water Fraction Measurement Method Using Heuristic-Algorithm-Based Electrical Capacitance Tomography Images Post-Processing Technology

期刊

IEEE ACCESS
卷 8, 期 -, 页码 206418-206426

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2020.3037721

关键词

Optimized production technology; Discrete Fourier transforms; Sparse matrices; Capacitance; Search problems; Capacitance measurement; Sensitivity; Electrical capacitance tomography; fast simulated annealing; image binarization; compressed sensing; water fraction measurement

资金

  1. National Natural Science Foundation of China [51777151]
  2. Shaanxi Provincial Key Technologies Research and Development Program [2016GY-001]
  3. Fundamental Research Funds for the Central Universities [xzy022019046]

向作者/读者索取更多资源

This paper presents a sectional water fraction measurement method using electrical capacitance tomography (ECT) image. To achieve a desired measurement accuracy, an optimal threshold-search method based on fast simulated annealing (FSA) algorithm is applied for image binarization; and to guarantee the imaging time consumption, fast fixed point continuation (FFPC) iterative algorithm cooperating with the compressed sensing (CS) theory was applied to the image reconstruction. In this study, the imaging time consumption and the measurement accuracy of water fraction are used to compare the proposed method and other methods. A numerical model is established with COMSOL Multiphysics to conduct the simulative validation of the proposed method firstly and physical experiments are conducted then. The experiment results show the average relative error of water fraction is lower than 15%, where the even as low as 3.68%.

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