Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map

Electrical Capacitance Tomography (ECT) is a viable application for measuring multi-phase flow. The quality of the reconstructed images is a significant factor for ECT practical application. ECT images are reconstructed by using the data from the sensitivity map to reconstruct an image of the region...

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Main Authors: Mohammad Din, Shahrulnizahani, Leow, Pei Ling, Pusppanathan, Jaysuman, Hor, Xian Feng, Zulkiflli, Nur Amira, Gooi, Wen Pin, Aw, Suzanna Ridzuan
Format: Conference or Workshop Item
Published: 2022
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Online Access:http://eprints.utm.my/id/eprint/98817/
http://dx.doi.org/10.1007/978-981-19-3923-5_63
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.988172023-02-02T09:17:00Z http://eprints.utm.my/id/eprint/98817/ Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map Mohammad Din, Shahrulnizahani Leow, Pei Ling Pusppanathan, Jaysuman Hor, Xian Feng Zulkiflli, Nur Amira Gooi, Wen Pin Aw, Suzanna Ridzuan TK Electrical engineering. Electronics Nuclear engineering Electrical Capacitance Tomography (ECT) is a viable application for measuring multi-phase flow. The quality of the reconstructed images is a significant factor for ECT practical application. ECT images are reconstructed by using the data from the sensitivity map to reconstruct an image of the region of interest. The resolution of the reconstructed image is strongly influenced by the sensitivity map computation. This paper focuses on the image reconstruction based on three types of sensitivity maps with changes made to the boundary condition on the finite element method software, specifically the boundary setting for the gap between the electrodes. The boundary settings are (1) ground (2) floating potential and (3) electrical insulator setting. A twelve-copper based ECT system is used to obtain the sensor measurement. From the modelling, the tendency of the electrical potential and electrical fields are presented. The sensitivity maps resulting from all boundary conditions tests are generated using MATLAB. Based on the image reconstructions, the boundary setting for gaps between electrodes of electrical floating potential and electrical insulator are able to produce image reconstruction of multiphase flow. Electrical insulator setting for the gap between electrodes is generally better than floating potential setting because, in addition to producing a reconstruction image of multiphase flow, it also eliminates high potential profiles at the edge of the electrodes. 2022 Conference or Workshop Item PeerReviewed Mohammad Din, Shahrulnizahani and Leow, Pei Ling and Pusppanathan, Jaysuman and Hor, Xian Feng and Zulkiflli, Nur Amira and Gooi, Wen Pin and Aw, Suzanna Ridzuan (2022) Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map. In: 3rd International Conference on Control, Instrumentation and Mechatronics Engineering, CIM 2022, 2 March 2022 - 3 March 2022, Virtual, Online. http://dx.doi.org/10.1007/978-981-19-3923-5_63
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohammad Din, Shahrulnizahani
Leow, Pei Ling
Pusppanathan, Jaysuman
Hor, Xian Feng
Zulkiflli, Nur Amira
Gooi, Wen Pin
Aw, Suzanna Ridzuan
Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
description Electrical Capacitance Tomography (ECT) is a viable application for measuring multi-phase flow. The quality of the reconstructed images is a significant factor for ECT practical application. ECT images are reconstructed by using the data from the sensitivity map to reconstruct an image of the region of interest. The resolution of the reconstructed image is strongly influenced by the sensitivity map computation. This paper focuses on the image reconstruction based on three types of sensitivity maps with changes made to the boundary condition on the finite element method software, specifically the boundary setting for the gap between the electrodes. The boundary settings are (1) ground (2) floating potential and (3) electrical insulator setting. A twelve-copper based ECT system is used to obtain the sensor measurement. From the modelling, the tendency of the electrical potential and electrical fields are presented. The sensitivity maps resulting from all boundary conditions tests are generated using MATLAB. Based on the image reconstructions, the boundary setting for gaps between electrodes of electrical floating potential and electrical insulator are able to produce image reconstruction of multiphase flow. Electrical insulator setting for the gap between electrodes is generally better than floating potential setting because, in addition to producing a reconstruction image of multiphase flow, it also eliminates high potential profiles at the edge of the electrodes.
format Conference or Workshop Item
author Mohammad Din, Shahrulnizahani
Leow, Pei Ling
Pusppanathan, Jaysuman
Hor, Xian Feng
Zulkiflli, Nur Amira
Gooi, Wen Pin
Aw, Suzanna Ridzuan
author_facet Mohammad Din, Shahrulnizahani
Leow, Pei Ling
Pusppanathan, Jaysuman
Hor, Xian Feng
Zulkiflli, Nur Amira
Gooi, Wen Pin
Aw, Suzanna Ridzuan
author_sort Mohammad Din, Shahrulnizahani
title Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
title_short Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
title_full Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
title_fullStr Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
title_full_unstemmed Image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
title_sort image reconstruction enhancement for electrical capacitance tomography using an improved sensitivity map
publishDate 2022
url http://eprints.utm.my/id/eprint/98817/
http://dx.doi.org/10.1007/978-981-19-3923-5_63
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