An application of independent component analysis method for estimating the quality level of water using optical tomography
This paper presents an investigation on the design of an optical tomography system for monitoring the water quality in the pipeline. The Independent Component Analysis (ICA) method has been utilised in this system in order to get the turbidity material (M) which represents the quality and the darkne...
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my.utm.508852017-09-14T07:09:12Z http://eprints.utm.my/id/eprint/50885/ An application of independent component analysis method for estimating the quality level of water using optical tomography Khairi, M. T. M. Ibrahim, S. Md. Yunus, M. A. Sulaiman, M. N. M. TK Electrical engineering. Electronics Nuclear engineering This paper presents an investigation on the design of an optical tomography system for monitoring the water quality in the pipeline. The Independent Component Analysis (ICA) method has been utilised in this system in order to get the turbidity material (M) which represents the quality and the darkness of water. Comparison has been made between 3 litres of pure water samples and contaminated water samples in terms of average values (K) that related to turbidity material (M) on the 18 × 18 pixel tomogram. The sample of contaminated water is provided by adding 35 millilitres (ml) of food colouring into the pure water. Eighteen transmitters and eighteen receivers have been installed around the pipe whose outputs were then inputted into signal conditioning circuit and data acquisition system for data analysing process. The result has revealed that the system has the potential to contribute in the field of water quality monitoring or water treatment process. 2013 Conference or Workshop Item PeerReviewed Khairi, M. T. M. and Ibrahim, S. and Md. Yunus, M. A. and Sulaiman, M. N. M. (2013) An application of independent component analysis method for estimating the quality level of water using optical tomography. In: Proceedings - 2013 IEEE 4th Control and System Graduate Research Colloquium, ICSGRC 2013. http://dx.doi.org/10.1109/ICSGRC.2013.6653267 |
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TK Electrical engineering. Electronics Nuclear engineering Khairi, M. T. M. Ibrahim, S. Md. Yunus, M. A. Sulaiman, M. N. M. An application of independent component analysis method for estimating the quality level of water using optical tomography |
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This paper presents an investigation on the design of an optical tomography system for monitoring the water quality in the pipeline. The Independent Component Analysis (ICA) method has been utilised in this system in order to get the turbidity material (M) which represents the quality and the darkness of water. Comparison has been made between 3 litres of pure water samples and contaminated water samples in terms of average values (K) that related to turbidity material (M) on the 18 × 18 pixel tomogram. The sample of contaminated water is provided by adding 35 millilitres (ml) of food colouring into the pure water. Eighteen transmitters and eighteen receivers have been installed around the pipe whose outputs were then inputted into signal conditioning circuit and data acquisition system for data analysing process. The result has revealed that the system has the potential to contribute in the field of water quality monitoring or water treatment process. |
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Conference or Workshop Item |
author |
Khairi, M. T. M. Ibrahim, S. Md. Yunus, M. A. Sulaiman, M. N. M. |
author_facet |
Khairi, M. T. M. Ibrahim, S. Md. Yunus, M. A. Sulaiman, M. N. M. |
author_sort |
Khairi, M. T. M. |
title |
An application of independent component analysis method for estimating the quality level of water using optical tomography |
title_short |
An application of independent component analysis method for estimating the quality level of water using optical tomography |
title_full |
An application of independent component analysis method for estimating the quality level of water using optical tomography |
title_fullStr |
An application of independent component analysis method for estimating the quality level of water using optical tomography |
title_full_unstemmed |
An application of independent component analysis method for estimating the quality level of water using optical tomography |
title_sort |
application of independent component analysis method for estimating the quality level of water using optical tomography |
publishDate |
2013 |
url |
http://eprints.utm.my/id/eprint/50885/ http://dx.doi.org/10.1109/ICSGRC.2013.6653267 |
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