Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization

In this study, for the first time, the application of central composite design, a response surface methodology in the design of experiment, was carried out for the optimization of process variables in the photocatalytic degradation of palm oil mill effluent over a UV/titania system. Prior to the opt...

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Main Authors: Kim, Hoong Ng, Cheng, C. K.
Format: Article
Language:English
Published: Elsevier Ltd 2017
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Online Access:http://umpir.ump.edu.my/id/eprint/16567/1/fkksa-2017-ckcheng-Photocatalytic%20degradation%20of%20palm%20oil%20mill1.pdf
http://umpir.ump.edu.my/id/eprint/16567/
http://dx.doi.org/10.1016/j.jclepro.2016.11.077
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spelling my.ump.umpir.165672017-08-09T07:56:27Z http://umpir.ump.edu.my/id/eprint/16567/ Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization Kim, Hoong Ng Cheng, C. K. TP Chemical technology In this study, for the first time, the application of central composite design, a response surface methodology in the design of experiment, was carried out for the optimization of process variables in the photocatalytic degradation of palm oil mill effluent over a UV/titania system. Prior to the optimization study, the factors (oxygen flowrate, titania loading and initial concentration of palm oil mill effluent waste) were screened using a 23 full-factorial design to determine the signficance of their influences on the degradation of palm oil mill effluent. The screening results showed that all the three main factors were significantly influencing the final degradation of palm oil mill effluent. The analysis of variance (ANOVA) results revealed that the oxygen flowrate (A) contributed the highest effects to the degradation (63.5%), follows by the initial concentration of palm oil mill effluent (C, 22.32%), titania loading (B, 5.69%), and finally the interaction effect between the oxygen flowrate and the initial concentration of palm oil mill effluent (2.29%). In the ensuing optimization process, a quadratic model with R2-value of 0.92 was found to offer the best correlation judging from the fitting test as well as residual analysis. All the terms, including main factors and interaction effects, were significant to the degradation, except the interactions between oxygen flowrate and initial concentration of palm oil mill effluent (AC), as well as titania loading and initial concentration of palm oil mill effluent (BC). Validation experiments were conducted and the degradations obtained were 54.33% and 55.62%, with only 4.41% deviation from the predicted value. Elsevier Ltd 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/16567/1/fkksa-2017-ckcheng-Photocatalytic%20degradation%20of%20palm%20oil%20mill1.pdf Kim, Hoong Ng and Cheng, C. K. (2017) Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization. Journal of Cleaner Production, 142 (4). pp. 2073-2083. ISSN 0959-6526 (print), 1879-1786 (online) http://dx.doi.org/10.1016/j.jclepro.2016.11.077 DOI: 10.1016/j.jclepro.2016.11.077
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TP Chemical technology
spellingShingle TP Chemical technology
Kim, Hoong Ng
Cheng, C. K.
Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
description In this study, for the first time, the application of central composite design, a response surface methodology in the design of experiment, was carried out for the optimization of process variables in the photocatalytic degradation of palm oil mill effluent over a UV/titania system. Prior to the optimization study, the factors (oxygen flowrate, titania loading and initial concentration of palm oil mill effluent waste) were screened using a 23 full-factorial design to determine the signficance of their influences on the degradation of palm oil mill effluent. The screening results showed that all the three main factors were significantly influencing the final degradation of palm oil mill effluent. The analysis of variance (ANOVA) results revealed that the oxygen flowrate (A) contributed the highest effects to the degradation (63.5%), follows by the initial concentration of palm oil mill effluent (C, 22.32%), titania loading (B, 5.69%), and finally the interaction effect between the oxygen flowrate and the initial concentration of palm oil mill effluent (2.29%). In the ensuing optimization process, a quadratic model with R2-value of 0.92 was found to offer the best correlation judging from the fitting test as well as residual analysis. All the terms, including main factors and interaction effects, were significant to the degradation, except the interactions between oxygen flowrate and initial concentration of palm oil mill effluent (AC), as well as titania loading and initial concentration of palm oil mill effluent (BC). Validation experiments were conducted and the degradations obtained were 54.33% and 55.62%, with only 4.41% deviation from the predicted value.
format Article
author Kim, Hoong Ng
Cheng, C. K.
author_facet Kim, Hoong Ng
Cheng, C. K.
author_sort Kim, Hoong Ng
title Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
title_short Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
title_full Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
title_fullStr Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
title_full_unstemmed Photocatalytic Degradation of Palm Oil Mill Effluent Over Ultraviolet-Responsive Titania: Successive Assessments of Significance Factors and Process Optimization
title_sort photocatalytic degradation of palm oil mill effluent over ultraviolet-responsive titania: successive assessments of significance factors and process optimization
publisher Elsevier Ltd
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/16567/1/fkksa-2017-ckcheng-Photocatalytic%20degradation%20of%20palm%20oil%20mill1.pdf
http://umpir.ump.edu.my/id/eprint/16567/
http://dx.doi.org/10.1016/j.jclepro.2016.11.077
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score 13.214268