The application of design of experiments in the hatchery wastewater treatment through biological method

This study was conducted to evaluate the most influential factors contributing to the removal of chemical oxygen demand (COD), nitrate-N, and total phosphorus in hatchery wastewater to optimize the removal process with the application of acclimatized mixed culture (AMC). The factors, namely, the rat...

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Main Authors: Norazwina, Zainol, Aziz, Nor Hazwani, Aziz, Che Asilah Ilyana, Che Jazlan, Nurul Ain, Razahazizi
Format: Article
Language:English
Published: King Mongkut's Institute of Technology Ladkrabang 2023
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Online Access:http://umpir.ump.edu.my/id/eprint/38258/1/The%20application%20of%20design%20of%20experiments%20in%20the%20hatchery%20wastewater.pdf
http://umpir.ump.edu.my/id/eprint/38258/
https://doi.org/10.55003/cast.2022.02.23.003
https://doi.org/10.55003/cast.2022.02.23.003
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spelling my.ump.umpir.382582023-10-03T01:55:58Z http://umpir.ump.edu.my/id/eprint/38258/ The application of design of experiments in the hatchery wastewater treatment through biological method Norazwina, Zainol Aziz, Nor Hazwani, Aziz Che Asilah Ilyana, Che Jazlan Nurul Ain, Razahazizi QD Chemistry T Technology (General) TP Chemical technology This study was conducted to evaluate the most influential factors contributing to the removal of chemical oxygen demand (COD), nitrate-N, and total phosphorus in hatchery wastewater to optimize the removal process with the application of acclimatized mixed culture (AMC). The factors, namely, the ratio of AMC to synthetic wastewater (SW), support media, agitation speed, and retention times, were selected and were analyzed through two-level factorial analysis. The results suggested that the best conditions for maximum removal of each response was the ratio of 1 to 3 AMC: SW, absence of support media, 0 rpm agitation, and 4 days of retention time; where the removal values of COD, nitrate-N, and total phosphorus were 26.5%, 76.5%, and 42.9%, respectively. The two largest contributing factors obtained from the factorial analysis were analyzed by the Design-Expert software to determine the optimum conditions for waste removal through the central composite design of the Response Surface Methodology (RSM). The obtained removal values were up to 62%, 94%, and 46% for COD, nitrate-N, and phosphorus at each optimum condition. The results obtained were higher than those from factorial analysis for all responses. To sum up, the treatment of contaminated wastewater through biological treatment via acclimatized mixed culture can be applied. The optimum conditions determined from this study should bee helpful in scaling up the wastewater treatment process. King Mongkut's Institute of Technology Ladkrabang 2023 Article PeerReviewed pdf en cc_by_nc_nd_4 http://umpir.ump.edu.my/id/eprint/38258/1/The%20application%20of%20design%20of%20experiments%20in%20the%20hatchery%20wastewater.pdf Norazwina, Zainol and Aziz, Nor Hazwani, Aziz and Che Asilah Ilyana, Che Jazlan and Nurul Ain, Razahazizi (2023) The application of design of experiments in the hatchery wastewater treatment through biological method. Current Applied Science and Technology, 23 (2). pp. 1-17. ISSN 2586-9396. (Published) https://doi.org/10.55003/cast.2022.02.23.003 https://doi.org/10.55003/cast.2022.02.23.003
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QD Chemistry
T Technology (General)
TP Chemical technology
spellingShingle QD Chemistry
T Technology (General)
TP Chemical technology
Norazwina, Zainol
Aziz, Nor Hazwani, Aziz
Che Asilah Ilyana, Che Jazlan
Nurul Ain, Razahazizi
The application of design of experiments in the hatchery wastewater treatment through biological method
description This study was conducted to evaluate the most influential factors contributing to the removal of chemical oxygen demand (COD), nitrate-N, and total phosphorus in hatchery wastewater to optimize the removal process with the application of acclimatized mixed culture (AMC). The factors, namely, the ratio of AMC to synthetic wastewater (SW), support media, agitation speed, and retention times, were selected and were analyzed through two-level factorial analysis. The results suggested that the best conditions for maximum removal of each response was the ratio of 1 to 3 AMC: SW, absence of support media, 0 rpm agitation, and 4 days of retention time; where the removal values of COD, nitrate-N, and total phosphorus were 26.5%, 76.5%, and 42.9%, respectively. The two largest contributing factors obtained from the factorial analysis were analyzed by the Design-Expert software to determine the optimum conditions for waste removal through the central composite design of the Response Surface Methodology (RSM). The obtained removal values were up to 62%, 94%, and 46% for COD, nitrate-N, and phosphorus at each optimum condition. The results obtained were higher than those from factorial analysis for all responses. To sum up, the treatment of contaminated wastewater through biological treatment via acclimatized mixed culture can be applied. The optimum conditions determined from this study should bee helpful in scaling up the wastewater treatment process.
format Article
author Norazwina, Zainol
Aziz, Nor Hazwani, Aziz
Che Asilah Ilyana, Che Jazlan
Nurul Ain, Razahazizi
author_facet Norazwina, Zainol
Aziz, Nor Hazwani, Aziz
Che Asilah Ilyana, Che Jazlan
Nurul Ain, Razahazizi
author_sort Norazwina, Zainol
title The application of design of experiments in the hatchery wastewater treatment through biological method
title_short The application of design of experiments in the hatchery wastewater treatment through biological method
title_full The application of design of experiments in the hatchery wastewater treatment through biological method
title_fullStr The application of design of experiments in the hatchery wastewater treatment through biological method
title_full_unstemmed The application of design of experiments in the hatchery wastewater treatment through biological method
title_sort application of design of experiments in the hatchery wastewater treatment through biological method
publisher King Mongkut's Institute of Technology Ladkrabang
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/38258/1/The%20application%20of%20design%20of%20experiments%20in%20the%20hatchery%20wastewater.pdf
http://umpir.ump.edu.my/id/eprint/38258/
https://doi.org/10.55003/cast.2022.02.23.003
https://doi.org/10.55003/cast.2022.02.23.003
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