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...
Saved in:
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
King Mongkut's Institute of Technology Ladkrabang
2023
|
Subjects: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.ump.umpir.38258 |
---|---|
record_format |
eprints |
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 |
_version_ |
1822923617717977088 |
score |
13.235796 |