Determination of agarwood oil’s significant chemical compounds using principal component analysis
Agarwood oil is considered a high market value oil and expensive commodity. It consists of a complex mixture of sesquiterpene hydrocarbons, oxygenated sesquiterpenes and chromone derivatives. These chemical compounds contribute to the determination of Agarwood oil quality. In this study, a statistic...
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| Language: | en |
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AIP Publishing
2020
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| Online Access: | http://umpir.ump.edu.my/id/eprint/28529/1/Determination%20of%20agarwood%20oils%20significant%20chemical%20compounds%20using%20principal%20.pdf http://umpir.ump.edu.my/id/eprint/28529/ https://doi.org/10.1063/5.0035224 |
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| author | Mohamad Hushnie, Haron Mohd Nasir, Taib Nurlaila, Ismail Nor Azah, Mohd Ali Saiful Nizam, Tajuddin |
| author_facet | Mohamad Hushnie, Haron Mohd Nasir, Taib Nurlaila, Ismail Nor Azah, Mohd Ali Saiful Nizam, Tajuddin |
| author_sort | Mohamad Hushnie, Haron |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Agarwood oil is considered a high market value oil and expensive commodity. It consists of a complex mixture of sesquiterpene hydrocarbons, oxygenated sesquiterpenes and chromone derivatives. These chemical compounds contribute to the determination of Agarwood oil quality. In this study, a statistical analysis concentrates on chemical compounds of Agarwood oil is conducted. The chemical compounds were analysed using Principal Components Analysis (PCA). Using GC-MS analysis, the chemical compounds were first identified. Then, PCA with correlation matrix was used to further analyse the data. Scree Plot was used to select valid principal components. To determine the significant chemical compounds, the data under these principal components were rotated using Varimax. 11 chemical compounds were found significant and they can be used in identifying Agarwood oil quality. |
| format | Conference or Workshop Item |
| id | my.ump.umpir.28529 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2020 |
| publisher | AIP Publishing |
| record_format | eprints |
| spelling | my.ump.umpir.285292021-02-26T05:00:12Z http://umpir.ump.edu.my/id/eprint/28529/ Determination of agarwood oil’s significant chemical compounds using principal component analysis Mohamad Hushnie, Haron Mohd Nasir, Taib Nurlaila, Ismail Nor Azah, Mohd Ali Saiful Nizam, Tajuddin TP Chemical technology Agarwood oil is considered a high market value oil and expensive commodity. It consists of a complex mixture of sesquiterpene hydrocarbons, oxygenated sesquiterpenes and chromone derivatives. These chemical compounds contribute to the determination of Agarwood oil quality. In this study, a statistical analysis concentrates on chemical compounds of Agarwood oil is conducted. The chemical compounds were analysed using Principal Components Analysis (PCA). Using GC-MS analysis, the chemical compounds were first identified. Then, PCA with correlation matrix was used to further analyse the data. Scree Plot was used to select valid principal components. To determine the significant chemical compounds, the data under these principal components were rotated using Varimax. 11 chemical compounds were found significant and they can be used in identifying Agarwood oil quality. AIP Publishing 2020-12-15 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/28529/1/Determination%20of%20agarwood%20oils%20significant%20chemical%20compounds%20using%20principal%20.pdf Mohamad Hushnie, Haron and Mohd Nasir, Taib and Nurlaila, Ismail and Nor Azah, Mohd Ali and Saiful Nizam, Tajuddin (2020) Determination of agarwood oil’s significant chemical compounds using principal component analysis. In: AIP Conference Proceedings: Proceedings Of The 7th International Conference On Electronic Devices, Systems And Applications (ICEDSA2020) , 28-29 March 2020 , Shah Alam, Selangor. pp. 1-2., 2306 (020002). ISSN 0094-243X ISBN 978-0-7354-4042-5 (Published) https://doi.org/10.1063/5.0035224 |
| spellingShingle | TP Chemical technology Mohamad Hushnie, Haron Mohd Nasir, Taib Nurlaila, Ismail Nor Azah, Mohd Ali Saiful Nizam, Tajuddin Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title | Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title_full | Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title_fullStr | Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title_full_unstemmed | Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title_short | Determination of agarwood oil’s significant chemical compounds using principal component analysis |
| title_sort | determination of agarwood oil’s significant chemical compounds using principal component analysis |
| topic | TP Chemical technology |
| url | http://umpir.ump.edu.my/id/eprint/28529/1/Determination%20of%20agarwood%20oils%20significant%20chemical%20compounds%20using%20principal%20.pdf http://umpir.ump.edu.my/id/eprint/28529/ https://doi.org/10.1063/5.0035224 |
| url_provider | http://umpir.ump.edu.my/ |