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...
Saved in:
Main Authors: | , , , , , , |
---|---|
Format: | Conference or Workshop Item |
Published: |
2022
|
Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/98817/ http://dx.doi.org/10.1007/978-981-19-3923-5_63 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Teknologi Malaysia |
id |
my.utm.98817 |
---|---|
record_format |
eprints |
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 |
_version_ |
1758578023784775680 |