Staff View: Investigation Of Electrical Capacitance Tomography For Agarwood Detection

Investigation Of Electrical Capacitance Tomography For Agarwood Detection

Agarwood (Aquilaria Malaccensis) or known as Gaharu in Malaysia, has high value in the market and its oil is widely used for producing medication. To get matured and quality agarwood, it needs to wait for the tree to grow and human experience cannot predict the placement and quantity of agarwood in...

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Main Author:	Muhamad Aiqil, Sarudin
Format:	Undergraduates Project Papers
Language:	English
Published:	2022
Subjects:	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/39877/1/EA18022_Aiqil_Thesis%20-%20Aiqil%20Sarudin.pdf http://umpir.ump.edu.my/id/eprint/39877/
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spelling	my.ump.umpir.398772024-01-05T08:13:06Z http://umpir.ump.edu.my/id/eprint/39877/ Investigation Of Electrical Capacitance Tomography For Agarwood Detection Muhamad Aiqil, Sarudin TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Agarwood (Aquilaria Malaccensis) or known as Gaharu in Malaysia, has high value in the market and its oil is widely used for producing medication. To get matured and quality agarwood, it needs to wait for the tree to grow and human experience cannot predict the placement and quantity of agarwood in a tree. The project aims to investigate the possibility of non-invasive method using electrical capacitance tomography for monitoring the quantity of agarwood in a tree. Based on the current research, the commonly applied tomography on method is based on sonic, magnetic inductive and microwave tomography approaches. But it is still unknown whether the voltage variations level are slight or significant in the region with resin. This work presents the development process for modeling an ECT (Electrical Capacitance Tomography) sensor using COMSOL Multiphysics. COMSOL Multiphysics software is implemented as a main tool to model the ECT system. The 8 electrodes are modeled in 2-dimensional, and it is based on the non-invasive approach. The ECT system is developed to obtain the electrical potential distribution between electrodes when an electric field is applied and to evaluate the performance analysis of proposed ECT model considering different locations, shapes, and sizes of agarwood in a tree. Moreover, the sensitivity distribution using 64x64 pixels in forward problem was solved using COMSOL and export into the MATLAB software. Then, the tomogram images of agarwood were obtained using linear back projection algorithm (LBP) in the MATLAB software. Later, the MSSIM was used as the image analysis. In short, for agarwood different size (MSSIM value = 0.1052), agarwood different position (top right) (MSSIM value = 0.1587) and agarwood phantom F (MSSIM value = 0.1081) were the reconstructed image that closely matches with the reference image because the MSSIM value ranges is between 0 to 1, whereby the value 1 means the perfect match of the reconstructed image with the original one. 2022-06 Undergraduates Project Papers NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/39877/1/EA18022_Aiqil_Thesis%20-%20Aiqil%20Sarudin.pdf Muhamad Aiqil, Sarudin (2022) Investigation Of Electrical Capacitance Tomography For Agarwood Detection. Faculty of Electrical and Electronic Engineering Technology, Universiti Malaysia Pahang Al-Sultan Abdullah.
institution	Universiti Malaysia Pahang Al-Sultan Abdullah
building	UMPSA Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang Al-Sultan Abdullah
content_source	UMPSA Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Muhamad Aiqil, Sarudin Investigation Of Electrical Capacitance Tomography For Agarwood Detection
description	Agarwood (Aquilaria Malaccensis) or known as Gaharu in Malaysia, has high value in the market and its oil is widely used for producing medication. To get matured and quality agarwood, it needs to wait for the tree to grow and human experience cannot predict the placement and quantity of agarwood in a tree. The project aims to investigate the possibility of non-invasive method using electrical capacitance tomography for monitoring the quantity of agarwood in a tree. Based on the current research, the commonly applied tomography on method is based on sonic, magnetic inductive and microwave tomography approaches. But it is still unknown whether the voltage variations level are slight or significant in the region with resin. This work presents the development process for modeling an ECT (Electrical Capacitance Tomography) sensor using COMSOL Multiphysics. COMSOL Multiphysics software is implemented as a main tool to model the ECT system. The 8 electrodes are modeled in 2-dimensional, and it is based on the non-invasive approach. The ECT system is developed to obtain the electrical potential distribution between electrodes when an electric field is applied and to evaluate the performance analysis of proposed ECT model considering different locations, shapes, and sizes of agarwood in a tree. Moreover, the sensitivity distribution using 64x64 pixels in forward problem was solved using COMSOL and export into the MATLAB software. Then, the tomogram images of agarwood were obtained using linear back projection algorithm (LBP) in the MATLAB software. Later, the MSSIM was used as the image analysis. In short, for agarwood different size (MSSIM value = 0.1052), agarwood different position (top right) (MSSIM value = 0.1587) and agarwood phantom F (MSSIM value = 0.1081) were the reconstructed image that closely matches with the reference image because the MSSIM value ranges is between 0 to 1, whereby the value 1 means the perfect match of the reconstructed image with the original one.
format	Undergraduates Project Papers
author	Muhamad Aiqil, Sarudin
author_facet	Muhamad Aiqil, Sarudin
author_sort	Muhamad Aiqil, Sarudin
title	Investigation Of Electrical Capacitance Tomography For Agarwood Detection
title_short	Investigation Of Electrical Capacitance Tomography For Agarwood Detection
title_full	Investigation Of Electrical Capacitance Tomography For Agarwood Detection
title_fullStr	Investigation Of Electrical Capacitance Tomography For Agarwood Detection
title_full_unstemmed	Investigation Of Electrical Capacitance Tomography For Agarwood Detection
title_sort	investigation of electrical capacitance tomography for agarwood detection
publishDate	2022
url	http://umpir.ump.edu.my/id/eprint/39877/1/EA18022_Aiqil_Thesis%20-%20Aiqil%20Sarudin.pdf http://umpir.ump.edu.my/id/eprint/39877/
_version_	1822924032429785088
score	13.23648

Investigation Of Electrical Capacitance Tomography For Agarwood Detection

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