Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm
This paper presents the monitoring process of gas bubbles flow in water using an optical tomography system. The system is aided by an Independent Component Analysis (ICA) algorithm for distinguishing the gas bubbles in pure water. The optical attenuation model is implemented for studying the light t...
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2015
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my.utm.578702021-10-11T03:10:30Z http://eprints.utm.my/id/eprint/57870/ Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm Mohd. Khairi, Mohd. Taufiq Ibrahim, Sallehuddin Mohd. Yunus, Mohd. Amri Faramarzi, Mahdi Nur Ayub, Nor Muzakkir TJ Mechanical engineering and machinery This paper presents the monitoring process of gas bubbles flow in water using an optical tomography system. The system is aided by an Independent Component Analysis (ICA) algorithm for distinguishing the gas bubbles in pure water. The optical attenuation model is implemented for studying the light transmissions to different media which is water and air. Several quantities of air are inserted using an air pump which is installed at the bottom of a flow pipe in order to produce the gas bubbles flow upwards. The quantity of air is controlled by using a valve and five types of bubble flow are investigated; a single bubble flow, double bubble’s flow, 25% of air opening, 50% of air opening and 100% of air opening. The concentration profiles of the gas bubble flow are constructed. The concentration profile obtained from the experiments shows that the ICA algorithm can be used as a tool for imaging the two-phase flow phase distribution. Penerbit UTM Press 2015 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/57870/1/SallehuddinIbrahim2015_%20ApplicationofOpticalTomographyforMonitoringGasBubbles.pdf Mohd. Khairi, Mohd. Taufiq and Ibrahim, Sallehuddin and Mohd. Yunus, Mohd. Amri and Faramarzi, Mahdi and Nur Ayub, Nor Muzakkir (2015) Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm. Jurnal Teknologi, 73 (3). pp. 145-152. ISSN 0127-9696 |
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Universiti Teknologi Malaysia |
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TJ Mechanical engineering and machinery |
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TJ Mechanical engineering and machinery Mohd. Khairi, Mohd. Taufiq Ibrahim, Sallehuddin Mohd. Yunus, Mohd. Amri Faramarzi, Mahdi Nur Ayub, Nor Muzakkir Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| description |
This paper presents the monitoring process of gas bubbles flow in water using an optical tomography system. The system is aided by an Independent Component Analysis (ICA) algorithm for distinguishing the gas bubbles in pure water. The optical attenuation model is implemented for studying the light transmissions to different media which is water and air. Several quantities of air are inserted using an air pump which is installed at the bottom of a flow pipe in order to produce the gas bubbles flow upwards. The quantity of air is controlled by using a valve and five types of bubble flow are investigated; a single bubble flow, double bubble’s flow, 25% of air opening, 50% of air opening and 100% of air opening. The concentration profiles of the gas bubble flow are constructed. The concentration profile obtained from the experiments shows that the ICA algorithm can be used as a tool for imaging the two-phase flow phase distribution. |
| format |
Article |
| author |
Mohd. Khairi, Mohd. Taufiq Ibrahim, Sallehuddin Mohd. Yunus, Mohd. Amri Faramarzi, Mahdi Nur Ayub, Nor Muzakkir |
| author_facet |
Mohd. Khairi, Mohd. Taufiq Ibrahim, Sallehuddin Mohd. Yunus, Mohd. Amri Faramarzi, Mahdi Nur Ayub, Nor Muzakkir |
| author_sort |
Mohd. Khairi, Mohd. Taufiq |
| title |
Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| title_short |
Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| title_full |
Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| title_fullStr |
Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| title_full_unstemmed |
Application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| title_sort |
application of optical tomography for monitoring gas bubbles flow based on independent component analysis algorithm |
| publisher |
Penerbit UTM Press |
| publishDate |
2015 |
| url |
http://eprints.utm.my/id/eprint/57870/1/SallehuddinIbrahim2015_%20ApplicationofOpticalTomographyforMonitoringGasBubbles.pdf http://eprints.utm.my/id/eprint/57870/ |
| _version_ |
1715189637261033472 |
| score |
13.251813 |