Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool

The integrated bacterial mixed culture consortium with disproportionate oxygen demand was discovered to mutually cooperate with one single biofilm in oxidizing sulfide at different concentration. The present work was carried out to verify the potential of bacterial mixed culture (BMC) in developing...

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Main Authors: Ahmad, Mani Malam, Mohd Azoddein, Abd.Aziz, Mohd Zahari, Mior Ahmad Khusairi, Abu Seman, Mazrul Nizam, Jami, Mohammed Saedi, Abayomi, Olusegun, Ruth Alara, Oluwaseun
Format: Article
Language:English
English
English
Published: Elsevier B.V. on behalf of King Saud University 2019
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Online Access:http://irep.iium.edu.my/59762/18/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide.pdf
http://irep.iium.edu.my/59762/23/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide%20oxidation%20bacterial%20culture%20using%20response%20surface%20methodology%20as%20a%20tool_Scopus.pdf
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https://www.sciencedirect.com/science/article/pii/S1018364717309114
https://doi.org/10.1016/j.jksus.2017.11.001
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spelling my.iium.irep.597622020-04-22T05:55:00Z http://irep.iium.edu.my/59762/ Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool Ahmad, Mani Malam Mohd Azoddein, Abd.Aziz Mohd Zahari, Mior Ahmad Khusairi Abu Seman, Mazrul Nizam Jami, Mohammed Saedi Abayomi, Olusegun Ruth Alara, Oluwaseun TP155 Chemical engineering The integrated bacterial mixed culture consortium with disproportionate oxygen demand was discovered to mutually cooperate with one single biofilm in oxidizing sulfide at different concentration. The present work was carried out to verify the potential of bacterial mixed culture (BMC) in developing a predictive optimum condition for sulfide oxidation in a laboratory batch mode. A face centered central composite design (FCCCD) under response surface methodology (RSM) was employed to predict the synergistic effects of initial hydrogen sulfide concentration (100–500 ppm), temperature (30–40 °C) and aeration rates (50–250 vvm) on BMC sulfide oxidation. A total number of 20 experimental runs with 6 centre points were carried out. The obtained results were analyzed using design expert and statistical validation indices to check the adequacy of the obtained quadratic models. The analysis of variance showed that more than 99% of the variation was explained by the models. There was a good agreement between experimental and predicted data. The optimum sulfide removal of 448.75 ppm was achieved at the temperature of 32.4 °C, initial hydrogen sulfide of 500 ppm and aeration rates of 110.06 vvm in 8 h. Therefore, the finding depicts the adequacy of the obtained model in enhancing BMC sulfide oxidation conditions. The model is further affirmed through SEM-EDXS analysis, revealing oxidized sulfide product aggregate of the micrographs coupled with elemental identification and quantitative composition. Elsevier B.V. on behalf of King Saud University 2019-10 Article PeerReviewed application/pdf en http://irep.iium.edu.my/59762/18/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide.pdf application/pdf en http://irep.iium.edu.my/59762/23/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide%20oxidation%20bacterial%20culture%20using%20response%20surface%20methodology%20as%20a%20tool_Scopus.pdf application/pdf en http://irep.iium.edu.my/59762/28/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide_wos.pdf Ahmad, Mani Malam and Mohd Azoddein, Abd.Aziz and Mohd Zahari, Mior Ahmad Khusairi and Abu Seman, Mazrul Nizam and Jami, Mohammed Saedi and Abayomi, Olusegun and Ruth Alara, Oluwaseun (2019) Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool. Journal of King Saud University – Science, 31 (4). pp. 836-843. ISSN 1018-3647 https://www.sciencedirect.com/science/article/pii/S1018364717309114 https://doi.org/10.1016/j.jksus.2017.11.001
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic TP155 Chemical engineering
spellingShingle TP155 Chemical engineering
Ahmad, Mani Malam
Mohd Azoddein, Abd.Aziz
Mohd Zahari, Mior Ahmad Khusairi
Abu Seman, Mazrul Nizam
Jami, Mohammed Saedi
Abayomi, Olusegun
Ruth Alara, Oluwaseun
Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
description The integrated bacterial mixed culture consortium with disproportionate oxygen demand was discovered to mutually cooperate with one single biofilm in oxidizing sulfide at different concentration. The present work was carried out to verify the potential of bacterial mixed culture (BMC) in developing a predictive optimum condition for sulfide oxidation in a laboratory batch mode. A face centered central composite design (FCCCD) under response surface methodology (RSM) was employed to predict the synergistic effects of initial hydrogen sulfide concentration (100–500 ppm), temperature (30–40 °C) and aeration rates (50–250 vvm) on BMC sulfide oxidation. A total number of 20 experimental runs with 6 centre points were carried out. The obtained results were analyzed using design expert and statistical validation indices to check the adequacy of the obtained quadratic models. The analysis of variance showed that more than 99% of the variation was explained by the models. There was a good agreement between experimental and predicted data. The optimum sulfide removal of 448.75 ppm was achieved at the temperature of 32.4 °C, initial hydrogen sulfide of 500 ppm and aeration rates of 110.06 vvm in 8 h. Therefore, the finding depicts the adequacy of the obtained model in enhancing BMC sulfide oxidation conditions. The model is further affirmed through SEM-EDXS analysis, revealing oxidized sulfide product aggregate of the micrographs coupled with elemental identification and quantitative composition.
format Article
author Ahmad, Mani Malam
Mohd Azoddein, Abd.Aziz
Mohd Zahari, Mior Ahmad Khusairi
Abu Seman, Mazrul Nizam
Jami, Mohammed Saedi
Abayomi, Olusegun
Ruth Alara, Oluwaseun
author_facet Ahmad, Mani Malam
Mohd Azoddein, Abd.Aziz
Mohd Zahari, Mior Ahmad Khusairi
Abu Seman, Mazrul Nizam
Jami, Mohammed Saedi
Abayomi, Olusegun
Ruth Alara, Oluwaseun
author_sort Ahmad, Mani Malam
title Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
title_short Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
title_full Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
title_fullStr Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
title_full_unstemmed Optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
title_sort optimization of process parameters in mixed sulfide oxidation bacterial culture using response surface methodology as a tool
publisher Elsevier B.V. on behalf of King Saud University
publishDate 2019
url http://irep.iium.edu.my/59762/18/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide.pdf
http://irep.iium.edu.my/59762/23/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide%20oxidation%20bacterial%20culture%20using%20response%20surface%20methodology%20as%20a%20tool_Scopus.pdf
http://irep.iium.edu.my/59762/28/59762_Optimization%20of%20process%20parameters%20in%20mixed%20sulfide_wos.pdf
http://irep.iium.edu.my/59762/
https://www.sciencedirect.com/science/article/pii/S1018364717309114
https://doi.org/10.1016/j.jksus.2017.11.001
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score 13.160551