ITS Reconstruction Tool-Suite: An inverse algorithm package for industrial process tomography

被引:16
|
作者
Wei, Kent [1 ,2 ]
Qiu, ChangHua [1 ]
Soleimani, Manuchehr [2 ]
Primrose, Ken [1 ]
机构
[1] Ind Tomog Syst Plc, Manchester M3 3JZ, Lancs, England
[2] Univ Bath, Engn Tomog Lab, Bath BA2 7AY, Avon, England
基金
“创新英国”项目;
关键词
ERT; ECT; Reconstruction algorithms; Inverse methods; ELECTRICAL-IMPEDANCE TOMOGRAPHY; IMAGE-RECONSTRUCTION;
D O I
10.1016/j.flowmeasinst.2015.08.001
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Electrical resistance tomography (ERT) and electrical capacitance tomography (ED') are two established process tomography techniques that can be applied into various indsutries. ERT can monitor the electrical conductivity changes in the process whereas EC!' can detect the electrical dielectric materials. Due to their high-speed and low cost features, they are particularly attractive to industrial applications which require real time conditional monitoring. For the past decades, 2D linear back projection (LBP) has been the standard technique for both commercialised ERT and ECI' systems because of its simplicity and fast reconstruction speed. In this paper, ITS Plc has released a 'Reconstruction Tool-Suite' software that allows industrial users to utilise different reconstruction algorithms to further understand their processes. Different algorithms are integrated into this software package including the single step Tikhonov method and the iterative Landweber method. In the latest version of the software, the full-field 3D tomography reconstruction scheme is also included, which allows the users to perform 3D reconstruction for their processes. A series of experiments are conducted to validate the pros and cons of different methods. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:292 / 302
页数:11
相关论文
共 33 条
  • [1] A NEW RECONSTRUCTION ALGORITHM FOR PROCESS TOMOGRAPHY
    ISAKSEN, O
    NORDTVEDT, JE
    MEASUREMENT SCIENCE AND TECHNOLOGY, 1993, 4 (12) : 1464 - 1475
  • [2] Iterative reconstruction algorithm for the inverse problems in electrical capacitance tomography
    Guo, Ge
    Tong, Guowei
    Lu, Lian
    Liu, Shi
    FLOW MEASUREMENT AND INSTRUMENTATION, 2018, 64 : 204 - 212
  • [3] An image reconstruction algorithm based on generalized inverse for medical impedance tomography
    Wang, C
    Wang, HX
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2152 - 2157
  • [4] An image reconstruction algorithm based on regularization optimization for process tomography
    Ding, Yong-Wei
    Dong, Feng
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 1717 - 1722
  • [5] An image reconstruction algorithm based on matrix direct inverse for electrical resistance tomography
    Yin, WL
    Wang, HX
    IMTC/O3: PROCEEDINGS OF THE 20TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1 AND 2, 2003, : 42 - 43
  • [6] A NEW RECONSTRUCTION ALGORITHM FOR USE WITH CAPACITANCE-BASED PROCESS TOMOGRAPHY
    ISAKSEN, O
    NORDTVEDT, JE
    MODELING IDENTIFICATION AND CONTROL, 1994, 15 (01) : 9 - 21
  • [7] A study of algorithm and software package for geophysical crosswell tomography and its applications in engineering geology
    Zhu, JS
    Yan, ZQ
    Cao, JX
    ENGINEERING AND ENVIRONMENTAL GEOPHYSICS FOR THE 21ST CENTURY, 1997, : 15 - 24
  • [8] Focused magnetic fields conductivity tomography of biological tissue and its inverse algorithm
    College of Electronic and Information Engineering, Sichuan University, Chengdu 610064, China
    Dianbo Kexue Xuebao, 2006, 2 (249-254):
  • [9] Study of large axial space rebinning algorithm in γ-photon industrial tomography image reconstruction
    Wang, M.
    Zhao, M.
    Yao, M.
    Liu, J.
    Guo, R.
    JOURNAL OF INSTRUMENTATION, 2021, 16 (12):
  • [10] A New Algorithm for Image Reconstruction of Electrical Capacitance Tomography Based on Inverse Heat Conduction Problems
    Haddadi, Mohammad B.
    Maddahian, Reza
    IEEE SENSORS JOURNAL, 2016, 16 (06) : 1786 - 1794