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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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 |
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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 |
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© 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. |
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Terri Zhuan Ean Lee Chanida Krongchai Nurul Aida Lu Mohd Irwn Lu Sila Kittiwachana Siong Fong Sim |
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Terri Zhuan Ean Lee Chanida Krongchai Nurul Aida Lu Mohd Irwn Lu Sila Kittiwachana Siong Fong Sim |
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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 |
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application of central composite design for optimization of the removal of humic substances using coconut copra |
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2018 |
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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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