Modelling and parameter optimisation for performance evaluation of sequencing batch reactor for treating hospital wastewater
Status Publisher Language English Country Germany Media print-electronic
Document type Journal Article
PubMed
36337935
PubMed Central
PMC9628615
DOI
10.1007/s13399-022-03406-z
PII: 3406
Knihovny.cz E-resources
- Keywords
- Hospital wastewater, Kinetics, Nutrients, Organic matter, RSM modelling, Sequencing batch reactor, Tube-settler,
- Publication type
- Journal Article MeSH
UNLABELLED: Hospital wastewater treatment is gaining attention in recent studies due to its complex nature. The performance of the sequencing batch reactor coupled with tube-settler was investigated for hospital wastewater treatment. The performance was evaluated regarding removing organic matter and nutrients (nitrate and phosphate). The phosphate was removed in the sequencing batch reactor and its associated tube-settler with a 60% removal efficiency margin. Nitrification was observed in sequencing batch reactor and tube-settler, but denitrification could not be achieved. The nitrification-denitrification process was not completed during the process. The current work's main aim was to understand and optimise the operational parameters involved in the performance of the sequencing batch reactor. The operational parameters were optimised using Design expert software, and Response Surface Methodology involved a four-factor and five-level central composite design. The percentage removal of chemical oxygen demand, nitrate, and phosphate was selected to be observed during this study. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13399-022-03406-z.
Department of Civil Engineering King Khalid University Abha 11564 Saudi Arabia
Department of Civil Engineering Mewat Engineering College 122107 Nuh Haryana India
Department of Geography LADES FLSH M Hassan 2 University of Casablanca 47963 Mohammedia Morocco
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Stroski KM, Luong KH, Challis JK, Chaves-Barquero LG, Hanson ML, Wong CS. Wastewater sources of per- and polyfluorinated alkyl substances (PFAS) and pharmaceuticals in four Canadian Arctic communities. Sci Total Environ. 2020;708:134494. doi: 10.1016/j.scitotenv.2019.134494. PubMed DOI
Li H, Cai Y, Gu Z, Yang YL, Zhang S, Yang XL, Song HL. Accumulation of sulfonamide resistance genes and bacterial community function prediction in microbial fuel cell-constructed wetland treating pharmaceutical wastewater. Chemosphere. 2020;248:126014. doi: 10.1016/j.chemosphere.2020.126014. PubMed DOI
Guedes-Alonso R, Montesdeoca-Esponda S, Herrera-Melián JA, Rodríguez-Rodríguez R, Ojeda-González Z, Landívar-Andrade V, Sosa-Ferrera Z, Santana-Rodríguez JJ. Pharmaceutical and personal care product residues in a macrophyte pond-constructed wetland treating wastewater from a university campus: Presence, removal and ecological risk assessment. Sci Total Environ. 2020;703:135596. doi: 10.1016/j.scitotenv.2019.135596. PubMed DOI
Dalahmeh S, Björnberg E, Elenström AK, Niwagaba CB, Komakech AJ. Pharmaceutical pollution of water resources in Nakivubo wetlands and Lake Victoria, Kampala. Uganda Sci Total Environ. 2020;710:136347. doi: 10.1016/j.scitotenv.2019.136347. PubMed DOI
Elmolla ES, Chaudhuri M. The feasibility of using combined TiO2 photocatalysis-SBR process for antibiotic wastewater treatment. Desalination. 2011;272:218–224. doi: 10.1016/j.desal.2011.01.020. PubMed DOI
Santos SCR, Boaventura RAR. Treatment of a simulated textile wastewater in a sequencing batch reactor (SBR) with addition of a low-cost adsorbent. J Hazard Mater. 2015;291:74–82. doi: 10.1016/j.jhazmat.2015.02.074. PubMed DOI
Derlon N, Wagner J, da Costa RHR, Morgenroth E. Formation of aerobic granules for the treatment of real and low-strength municipal wastewater using a sequencing batch reactor operated at constant volume. Water Res. 2016;105:341–350. doi: 10.1016/j.watres.2016.09.007. PubMed DOI
Man Y, Shen W, Chen X, Long Z, Pons MN. Modelling and simulation of the industrial sequencing batch reactor wastewater treatment process for cleaner production in pulp and paper mills. J Clean Prod. 2017;167:643–652. doi: 10.1016/j.jclepro.2017.08.236. DOI
Bakare BF, Shabangu K, Chetty M. Brewery wastewater treatment using laboratory scale aerobic sequencing batch reactor. South African J Chem Eng. 2017;24:128–134. doi: 10.1016/j.sajce.2017.08.001. DOI
Neczaj E, Kacprzak M, Kamizela T, Lach J, Okoniewsk E. Sequencing batch reactor system for the co-treatment of landfill leachate and dairy wastewater. Desalination. 2008;222:404–409. doi: 10.1016/j.desal.2007.01.133. DOI
Boopathy R, Bonvillain C, Fontenot Q, Kilgen M. Biological treatment of low-salinity shrimp aquaculture wastewater using sequencing batch reactor. Int Biodeterior Biodegrad. 2007;59:16–19. doi: 10.1016/j.ibiod.2006.05.003. DOI
Huang H, Song Q, Wang W, Wu S, Dai J. Treatment of anaerobic digester effluents of nylon wastewater through chemical precipitation and a sequencing batch reactor process. J Environ Manage. 2012;101:68–74. doi: 10.1016/j.jenvman.2011.12.035. PubMed DOI
Jiang P, Klemeš JJ, Fan YV, Fu X, Bee YM. More is not enough: a deeper understanding of the COVID-19 impacts on healthcare, energy and environment is crucial. Int J Environ Res Public Health. 2021;18:684. doi: 10.3390/ijerph18020684. PubMed DOI PMC
Jiang P, Klemeš JJ, Fan YV, Fu X, Tan RR, You S, Foley AM (2021b) Energy, environmental, economic and social equity (4E) pressures of COVID-19 vaccination mismanagement: a global perspective. Energy 121315.10.1016/j.energy.2021.121315 PubMed PMC
Lim JX, Vadivelu VM. Treatment of agro based industrial wastewater in sequencing batch reactor: performance evaluation and growth kinetics of aerobic biomass. J Environ Manage. 2014;146:217–225. doi: 10.1016/j.jenvman.2014.07.023. PubMed DOI
Su JJ, Huang JF, Wang YL, Hong YY. Treatment of duck house wastewater by a pilot-scale sequencing batch reactor system for sustainable duck production. Poult Sci. 2018;97:3870–3877. doi: 10.3382/ps/pey251. PubMed DOI
Pajoumshariati S, Zare N, Bonakdarpour B. Considering membrane sequencing batch reactors for the biological treatment of petroleum refinery wastewaters. J Memb Sci. 2017;523:542–550. doi: 10.1016/j.memsci.2016.10.031. DOI
Loh CH, Wu B, Ge L, Pan C, Wang R. High-strength N-methyl-2-pyrrolidone-containing process wastewater treatment using sequencing batch reactor and membrane bioreactor: a feasibility study. Chemosphere. 2018;194:534–542. doi: 10.1016/j.chemosphere.2017.12.013. PubMed DOI
Hao L, Okano K, Zhang C, Zhang Z, Lei Z, Feng C, Utsumi M, Ihara I, Maseda H, Shimizu K. Effects of levofloxacin exposure on sequencing batch reactor (SBR) behavior and microbial community changes. Sci Total Environ. 2019;672:227–238. doi: 10.1016/j.scitotenv.2019.03.272. PubMed DOI
de Oliveira M, Frihling BEF, Velasques J, Filho FJCM, Cavalheri PS, Migliolo L. Pharmaceuticals residues and xenobiotics contaminants: Occurrence, analytical techniques and sustainable alternatives for wastewater treatment. Sci Total Environ. 2020;705:135568. doi: 10.1016/j.scitotenv.2019.135568. PubMed DOI
Khan NA, Ahmed S, Islamia JM, Farooqi IH, Ahmed S, Hussain A, Vambol S, Vambol V. Smart ways of hospital wastewater management, regulatory standards and conventional treatment techniques: a short review. Smart Sustain Built Environ. 2019;9:727–736. doi: 10.1108/SASBE-06-2019-0079. DOI
APHA (2012) Standard methods for the examination of water and wastewater, 22nd edition edited by Rice EW, Baird RB, Eaton AD, Clesceri LS. American Public Health Association (APHA), American Water Works Association (AWWA) and Water Environment Federation (WEF), Washington, D.C., USA.
Frank VB, Regnery J, Chan KE, Ramey DF, Spear JR, Cath TY. Co-treatment of residential and oil and gas production wastewater with a hybrid sequencing batch reactor-membrane bioreactor process. J Water Process Eng. 2017;17:82–94. doi: 10.1016/j.jwpe.2017.03.003. DOI
Khan NA, Khan SU, Ahmed S, Farooqi IH, Yousefi M, Mohammadi AA, Changani F. Recent trends in disposal and treatment technologies of emerging-pollutants- a critical review. TrAC Trends Anal Chem. 2019;122:115744. doi: 10.1016/j.trac.2019.115744. DOI
Truong HTB, Nguyen PV, Nguyen PTT, Bui HM. Treatment of tapioca processing wastewater in a sequencing batch reactor: mechanism of granule formation and performance. J Environ Manage. 2018;218:39–49. doi: 10.1016/j.jenvman.2018.04.041. PubMed DOI
Pérez M, Torrades F, García-Hortal JA, Domènech X, Peral J. Removal of organic contaminants in paper pulp treatment effluents under Fenton and photo-Fenton conditions. Appl Catal B Environ. 2002;36:63. doi: 10.1016/S0926-3373(01)00281-8. DOI
Thakur AK, Kumar R, Chaudhari P, Shankar R (2021) Removal of heavy metals using bentonite clay and inorganic coagulants. In: Shah, M.P. (eds) Removal of Emerging Contaminants Through Microbial Processes Springer, Singapore 47–69. 10.1007/978-981-15-5901-3_3
Thakur AK, Singh R, Pullela RT, Pundir V. Green adsorbents for the removal of heavy metals from wastewater: a review. Mater Today: Proc. 2022;57:1468–1472. doi: 10.1016/j.matpr.2021.11.373. DOI
Gaurav GK, Mehmood T, Cheng L, Klemeš JJ, Shrivastava DK. Water hyacinth as a biomass: a review. J Clean Prod. 2020;277:122214. doi: 10.1016/j.jclepro.2020.122214. DOI
Sathishkumar K, Li Yi, Alsalhi MS, Muthukumar B. Gajendra Kumar Gaurav, Sandhanasamy Devanesan, Aruliah Rajasekar, Ramalingam Manikandan, Enhanced biological nitrate removal by gC3N4/TiO2 composite and role of extracellular polymeric substances. Environ Res. 2022;207:112158. doi: 10.1016/j.envres.2021.112158. PubMed DOI
Li T, Liu C, Lu J, Gaurav GK, Chen W. Determination of how tetracycline influences nitrogen removal performance, community structure, and functional genes of biofilm systems. J Taiwan Inst Chem Eng. 2020;106:99–109. doi: 10.1016/j.jtice.2019.10.004. DOI
Tariq, Mehmood Cheng, Liu Nabeel Khan, Niazi Gajendra Kumar, Gaurav Anam, Ashraf Irshad, Bibi (2021) Int J Phytoremed 23(9):899–910 2. 10.1080/15226514.2020.1865267 PubMed
Tariq, Mehmood Gajendra Kumar, Gaurav Liu, Cheng Jiří Jaromír, Klemeš Muhammad, Usman Awais, Bokhari Jie, Lu (2021) A review on plant-microbial interactions functions mechanisms and emerging trends in bioretention system to improve multi-contaminated stormwater treatment. J Environ Manag 294113108–S0301479721011701 113108. 10.1016/j.jenvman.2021.113108 PubMed