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The Application of Design of Experiments in the Hatchery Wastewater Treatment through Biological Method

The Application of Design of Experiments in the Hatchery Wastewater Treatment through Biological Method

Original Research ArticleJul 25, 2022Vol. 23 No. 2 (2023) 10.55003/cast.2022.02.23.003

Abstract

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.

Keywords: acclimatized mixed culture; hatchery wastewater; chemical oxygen demand; nitrate-N; total phosphorus

*Corresponding author: Tel.: (+60) 9-5492690

                                             E-mail: azwina@ump.edu.my

References

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2
Samer, M., 2015. Biological and chemical wastewater treatment processes. In: M. Samer, ed. Wastewater Treatment Engineering. Croatia: IntTech, pp. 1-50.
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Varjani, S., Joshi, R., Srivastava, V.K., Ngo, H.H. and Guo, W., 2019. Treatment of wastewater from petroleum industry: current practices and perspectives. Environmental Science and Pollution Research, 27, 27172-27180.
4
Li, B.and Wu, G., 2014. Effects of sludge retention times on nutrient removal and nitrous oxide emission in biological nutrient removal processes. International Journal of Environmental Research and Public Health, 11(4), 3553-3569.
5
Song, X., Yang, X., Hallerman, E., Jiang, Y. and Huang, Z. 2020. Effects of hydraulic retention time and influent nitrate-N concentration on nitrogen removal and the microbial community of an aerobic denitrification reactor treating recirculating marine aquaculture system effluent. Water, 12(3), DOI: 10.3390/w12030650.

Author Information

Norazwina Zainol*

Centre of Excellence for Advanced Research in Fluid Flow (CARIFF), Universiti Malaysia Pahang, 26300 Gambang, Pahang, Malaysia

Nor Hazwani Aziz

College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia

Norazwina Zainol*

College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia

Norazwina Zainol*

College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia

About this Article

Current Journal

Vol. 23 No. 2 (2023)

Type of Manuscript

Original Research Article

Keywords

acclimatized mixed culture;
hatchery wastewater;
chemical oxygen demand;
nitrate-N;
total phosphorus

Published

25 July 2022

DOI

10.55003/cast.2022.02.23.003

Current Journal

Journal Cover
Vol. 23 No. 2 (2023)

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