Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn
The adsorption of three natural dyes which extracted from Turmeric, Red Dragon Fruit Peel (RDFP) and Blue Butterfly Pea Flower (BBPF) onto bamboo yarn was studied. The results revealed that the potential of selected natural dyes on replacing the existing synthetic dyes in industry and the synthetic...
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| Format: | Article |
| Language: | English |
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IRJET
2017
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| Online Access: | http://umpir.ump.edu.my/id/eprint/18156/1/Regression%20Analysis%20for%20the%20Adsorption%20Isotherms%20of%20Natural%20Dyes%20onto%20Bamboo%20Yarn.pdf |
| _version_ | 1796992218101186560 |
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| author | Tengku Khamanur Azma, Tg. Mohd Zamri Mimi Sakinah, A. M. Zularisam, A. W. |
| author_facet | Tengku Khamanur Azma, Tg. Mohd Zamri Mimi Sakinah, A. M. Zularisam, A. W. |
| author_sort | Tengku Khamanur Azma, Tg. Mohd Zamri |
| collection | UMP |
| description | The adsorption of three natural dyes which extracted from Turmeric, Red Dragon Fruit Peel (RDFP) and Blue Butterfly Pea Flower (BBPF) onto bamboo yarn was studied. The results revealed that the potential of selected natural dyes on replacing the existing synthetic dyes in industry and the synthetic fibre with the natural fibre (bamboo yarn). Equilibrium isotherms were analyzed using the Langmuir, Freundlich, and Temkin isotherms. In order to determine the best-fit isotherm for each adsorption of natural dye on bamboo yarn, four error analysis methods were used to evaluate the data: the squares of the errors (SSE), residual
root mean square error (RMSE), chi- square test, χ2 and
coefficient of determination, R2 statistic test for determination of a non-linear model. Results indicated that the good fit of Temkin models for Turmeric dye, Freundlich model for RDFP dye and Langmuir model for BBPF dye with the higher value of coefficient of determination, R2 but lower value of squares of the errors (SSE), residual root mean square error (RMSE) and chi- square test, χ2.
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| first_indexed | 2024-03-06T12:16:50Z |
| format | Article |
| id | UMPir18156 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:16:50Z |
| publishDate | 2017 |
| publisher | IRJET |
| record_format | dspace |
| spelling | UMPir181562018-01-17T03:25:02Z http://umpir.ump.edu.my/id/eprint/18156/ Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn Tengku Khamanur Azma, Tg. Mohd Zamri Mimi Sakinah, A. M. Zularisam, A. W. T Technology (General) TP Chemical technology The adsorption of three natural dyes which extracted from Turmeric, Red Dragon Fruit Peel (RDFP) and Blue Butterfly Pea Flower (BBPF) onto bamboo yarn was studied. The results revealed that the potential of selected natural dyes on replacing the existing synthetic dyes in industry and the synthetic fibre with the natural fibre (bamboo yarn). Equilibrium isotherms were analyzed using the Langmuir, Freundlich, and Temkin isotherms. In order to determine the best-fit isotherm for each adsorption of natural dye on bamboo yarn, four error analysis methods were used to evaluate the data: the squares of the errors (SSE), residual root mean square error (RMSE), chi- square test, χ2 and coefficient of determination, R2 statistic test for determination of a non-linear model. Results indicated that the good fit of Temkin models for Turmeric dye, Freundlich model for RDFP dye and Langmuir model for BBPF dye with the higher value of coefficient of determination, R2 but lower value of squares of the errors (SSE), residual root mean square error (RMSE) and chi- square test, χ2. IRJET 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18156/1/Regression%20Analysis%20for%20the%20Adsorption%20Isotherms%20of%20Natural%20Dyes%20onto%20Bamboo%20Yarn.pdf Tengku Khamanur Azma, Tg. Mohd Zamri and Mimi Sakinah, A. M. and Zularisam, A. W. (2017) Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn. International Research Journal of Engineering and Technology (IRJET), 4 (6). pp. 1699-1703. ISSN 2395-0072 (Print); 2395-0056 (Online). (Published) https://www.irjet.net/archives/V4/i6/IRJET-V4I6321.pdf |
| spellingShingle | T Technology (General) TP Chemical technology Tengku Khamanur Azma, Tg. Mohd Zamri Mimi Sakinah, A. M. Zularisam, A. W. Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title | Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title_full | Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title_fullStr | Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title_full_unstemmed | Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title_short | Regression Analysis for the Adsorption Isotherms of Natural Dyes onto Bamboo Yarn |
| title_sort | regression analysis for the adsorption isotherms of natural dyes onto bamboo yarn |
| topic | T Technology (General) TP Chemical technology |
| url | http://umpir.ump.edu.my/id/eprint/18156/1/Regression%20Analysis%20for%20the%20Adsorption%20Isotherms%20of%20Natural%20Dyes%20onto%20Bamboo%20Yarn.pdf |
| work_keys_str_mv | AT tengkukhamanurazmatgmohdzamri regressionanalysisfortheadsorptionisothermsofnaturaldyesontobambooyarn AT mimisakinaham regressionanalysisfortheadsorptionisothermsofnaturaldyesontobambooyarn AT zularisamaw regressionanalysisfortheadsorptionisothermsofnaturaldyesontobambooyarn |