NEW TUNNEL BASED METHOD OF SENSITIVITY MATRIX CALCULATION FOR 3D CAPACITANCE TOMOGRAPHY IMAGE RECONSTRUCTION
Radosław Wajman
rwajman@kis.p.lodz.plLodz University of Technology, Institute of Applied Computer Science (Poland)
Robert Banasiak
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Abstract
The sensitivity matrix is main part of the image reconstruction process for 3D ECT imaging and strictly decides about the its final quality. Common sensitivity determination methods mostly provide acceptable results and additionally allow to perform the recalculation of the sensitivities according to the changing permittivity distribution. In this paper authors introduce the crucial modification of the sensitivity determination process based on the electric field distribution analysis. The designed new tunnel based algorithm follows the surfaces constructed along the electric field lines. In the paper the results of the image reconstruction experiments will be shown and the better accuracy of the new method will be proved.
Keywords:
3D ECT, capacitance imaging, sensitivity matrix, FEMReferences
Banasiak R.: Algorytmy wizualizacji 3D w przemysłowych systemach elektrycznej tomografii procesowej; Praca doktorska, Politechnika Łódzka, Łódź, 2007
Google Scholar
Banasiak R., Wajman R., Sankowski D., Soleimani M.: Three-dimensional nonlinear inversion of electrical capacitance tomography data using a complete sensor model, Progress In Electromagnetics Research PIER, 100, (2010), pp. 219-234
Google Scholar
Dyakowski T.: Process tomography applied to multi-phase flow measurement, Meas. Sci. Technol. 7 (1996) pp. 343–353
DOI: https://doi.org/10.1088/0957-0233/7/3/015
Google Scholar
Loser T., Wajman R., Mewes D. 2001 Electrical capacitance tomography: image reconstruction along electrical field lines, Meas. Sci. Technol. 2001, vol. 12 nr 8 (2001), pp. 1083-1091
Google Scholar
Olszewski T., Kleczyński P., Brzeski P., Mirkowski J., Pląskowski A., Smolik W., Szabatin R. (2004) Electrical capacitance tomograph design; 3rd International Symposium on Process Tomography in Poland, Łódź, str. 118-123
Google Scholar
Rząsa M.R. (2004) The Stand For Tests of Gas-Liquid Flow Structure; 3rd International Symposium on Process Tomography in Poland, Łódź, str. 139-142
Google Scholar
Sikora J. (2000) Algorytmy numeryczne w tomografii impedancyjnej. Oficyna Wydawnicza Politechniki Warszawskiej, W-wa
Google Scholar
Wajman R.: Nowa metoda rekonstrukcji obrazów dla potrzeb pojemnościowej tomografii procesowej, Praca doktorska, Politechnika Łódzka, Łódź, 2006
Google Scholar
Wang H.G., Liu S., Jiang F., Yang W.Q. (2003) 3D Presentation of Images with Capacitance Tomography; 3rd World Congress on Industrial Process Tomography, Banff, Canada; str. 331-336
Google Scholar
Williams R.A., Beck M.S. (1995) Process tomography: principles, techniques and applications. BH, Oxford
Google Scholar
Xie C.G., Huang S.M., Hayes D.G., Gregory I.A., Beck C.M.: Transputer/DSP-based capacitance tomography for real-time imaging and velocity profile measurement of oilfield flow pipelines; Parallel Computing and Transputer Appl., Edts. M.S. Beck u.a., (1994) pp. 123-134
Google Scholar
Yang W.Q. and Peng L.: Review of image reconstruction algorithms for electrical capacitance tomography, Part 1, Principles, proc International Symposium on Process Tomography in Poland (Wrocław), 2002, pp. 123-132
Google Scholar
Yang W.Q., Peng L.: Image reconstruction algorithms for electrical capacitance tomography; Meas. Sci. Technol. 2003, Vol. 14, No. 1, pp. R1-R13
DOI: https://doi.org/10.1088/0957-0233/14/1/201
Google Scholar
Zienkiewicz O.C. (1972) Metoda Elementów Skończonych; Arkady Warszawa
Google Scholar
Authors
Radosław Wajmanrwajman@kis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science Poland
Authors
Robert BanasiakLodz University of Technology, Institute of Applied Computer Science Poland
Statistics
Abstract views: 215PDF downloads: 105
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Wiktor Kania, Radoslaw Wajman, CKRIPT: A NEW SCRIPTING LANGUAGE FOR WEB APPLICATIONS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 12 No. 2 (2022)
- Paweł Fiderek, Tomasz Jaworski, Robert Banasiak, Jacek Nowakowski, Jacek Kucharski, Radosław Wajman, INTELLIGENT SYSTEM FOR THE TWO-PHASE FLOWS DIAGNOSIS AND CONTROL ON THE BASIS OF RAW 3D ECT DATA , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 1 (2017)
- Robert Banasiak, Radosław Wajman, Tomasz Jaworski, Paweł Fiderek, Dominik Sankowski, TWO-PHASE FLOW REGIME THREE-DIMENSONAL VISUALIZATION USING ELECTRICAL CAPACITANCE TOMOGRAPHY – ALGORITHMS AND SOFTWARE , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 1 (2017)
- Radosław Wajman, Henryk Fidos, Paweł Fiderek, Tomasz Jaworski, Jacek Nowakowski, Dominik Sankowski, Robert Banasiak, METROLOGICAL EVALUATION OF MEASUREMENT SYSTEM FOR TWO-PHASE FLOW FRACTIONS DETERMINATION USING 3D ELECTRICAL CAPACITANCE TOMOGRAPHY , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 3 No. 3 (2013)
- Jacek Nowakowski, Robert Banasiak, Radosław Wajman, Dominik Sankowski, MULTI PHASE FLOW MEASUREMENTS WITH THE APPLICATION OF ECT/ERT DECART MULTIMODALITY TOMOGRAPH , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 1 (2017)
- Radosław Wajman, Tomasz Jaworski, Paweł Fiderek, Robert Banasiak, ALGORITHM OF TIME STAMPS DISTRIBUTION FOR DATA SYNCHRONIZATION OF VARIOUS MEASUREMENT SYSTEMS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 3 No. 3 (2013)
- Paweł Fiderek, Radosław Wajman, Jacek Kucharski, TWO PHASE GAS-LIQUID FLOWS RECOGNITION USING FUZZY INFERENCE , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 1 (2016)
- Paweł Fiderek, Tomasz Jaworski, Radosław Wajman, Jacek Kucharski, FUZZY CLUSTERING OF RAW THREE DIMENSIONAL TOMOGRAPHIC DATA FOR TWO-PHASE FLOWS RECOGNITION , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 5 No. 4 (2015)
- Robert Banasiak, Radosław Wajman, Henryk Fidos, Paweł Fiderek, Tomasz Jaworski, Jacek Nowakowski, Dominik Sankowski, APPLICATION OF 3D ELECTRICAL CAPACITANCE TOMOGRAPHY FOR PHASE FRACTION DETERMINATION AND STRUTURES IDENTIFICATION IN TWO-PHASE FLOWS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 3 No. 3 (2013)
- Tomasz Jaworski, Paweł Fiderek, Radosław Wajman, Robert Banasiak, TWO-PHASE FLOW STRUCTURE IDENTIFICATION BASED ON FUZZY ASSESMENT OF 3D TOMOGRAPHICAL IMAGING , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 3 No. 3 (2013)
