Application of central composite design for optimization of the removal of humic substances using coconut copra

© 2015, The Author(s). Coconut copra is a potential biosorbent for removal of humic substances from peat swamp runoff. In this paper, response surface methodology was applied to evaluate the optimum conditions for removal of humic substances from peat swamp runoff using modified coconut copra. Batch...

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Main Authors: Terri Zhuan Ean Lee, Chanida Krongchai, Nurul Aida Lu Mohd Irwn Lu, Sila Kittiwachana, Siong Fong Sim
Format: Journal
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/54246
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-542462018-09-04T10:17:44Z Application of central composite design for optimization of the removal of humic substances using coconut copra Terri Zhuan Ean Lee Chanida Krongchai Nurul Aida Lu Mohd Irwn Lu Sila Kittiwachana Siong Fong Sim Chemical Engineering Chemistry Materials Science © 2015, The Author(s). Coconut copra is a potential biosorbent for removal of humic substances from peat swamp runoff. In this paper, response surface methodology was applied to evaluate the optimum conditions for removal of humic substances from peat swamp runoff using modified coconut copra. Batch adsorption experiments were conducted according to central composite design. Results show that the quadratic model is best fitted for predicting the removal efficiency with regression coefficients closer to 1 and a lower root mean square error. Dosage is found to have significant influence on the removal efficiency with p < 0.05. Response surface models further identified the optimum dosage, contact time and temperature at 4.56 g modified coconut copra per 100 mL peat swamp runoff, 42.9 min and 56.8 °C/329°K, respectively attaining the maximum removal efficiency of 88.19 %. The predicted removal efficiency was confirmed experimentally under the modelled optimum conditions; the removal efficiency attained (86.54 %) was in good agreement with the predicted value. 2018-09-04T10:10:01Z 2018-09-04T10:10:01Z 2015-09-02 Journal 22285547 22285970 2-s2.0-84940652478 10.1007/s40090-015-0041-0 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940652478&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54246
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Chemical Engineering
Chemistry
Materials Science
spellingShingle Chemical Engineering
Chemistry
Materials Science
Terri Zhuan Ean Lee
Chanida Krongchai
Nurul Aida Lu Mohd Irwn Lu
Sila Kittiwachana
Siong Fong Sim
Application of central composite design for optimization of the removal of humic substances using coconut copra
description © 2015, The Author(s). Coconut copra is a potential biosorbent for removal of humic substances from peat swamp runoff. In this paper, response surface methodology was applied to evaluate the optimum conditions for removal of humic substances from peat swamp runoff using modified coconut copra. Batch adsorption experiments were conducted according to central composite design. Results show that the quadratic model is best fitted for predicting the removal efficiency with regression coefficients closer to 1 and a lower root mean square error. Dosage is found to have significant influence on the removal efficiency with p < 0.05. Response surface models further identified the optimum dosage, contact time and temperature at 4.56 g modified coconut copra per 100 mL peat swamp runoff, 42.9 min and 56.8 °C/329°K, respectively attaining the maximum removal efficiency of 88.19 %. The predicted removal efficiency was confirmed experimentally under the modelled optimum conditions; the removal efficiency attained (86.54 %) was in good agreement with the predicted value.
format Journal
author Terri Zhuan Ean Lee
Chanida Krongchai
Nurul Aida Lu Mohd Irwn Lu
Sila Kittiwachana
Siong Fong Sim
author_facet Terri Zhuan Ean Lee
Chanida Krongchai
Nurul Aida Lu Mohd Irwn Lu
Sila Kittiwachana
Siong Fong Sim
author_sort Terri Zhuan Ean Lee
title Application of central composite design for optimization of the removal of humic substances using coconut copra
title_short Application of central composite design for optimization of the removal of humic substances using coconut copra
title_full Application of central composite design for optimization of the removal of humic substances using coconut copra
title_fullStr Application of central composite design for optimization of the removal of humic substances using coconut copra
title_full_unstemmed Application of central composite design for optimization of the removal of humic substances using coconut copra
title_sort application of central composite design for optimization of the removal of humic substances using coconut copra
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84940652478&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/54246
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