Mathematical Modelling of a Composite Granular Filter of Effluent at Shirere Wastewater Treatment Plant in Kakamega County, Kenya

Authors

  • Otenyo Makonjio Philip Masinde Muliro University of Science and Technology, Department of Disaster Preparedness and Engineering Management, P.O. Box 190-50100 Kakamega, Kenya
  • Masibayi Namusasi Edward dMasinde Muliro University of Science and Technology, Department of Disaster Preparedness and Engineering Management, P.O. Box 190-50100 Kakamega, Kenya
  • K’Owino Owino Isaac Masinde Muliro University of Science and Technology, Department of Disaster Preparedness and Engineering Management, P.O. Box 190-50100 Kakamega, Kenya
  • Samuel Soita China Masinde Muliro University of Science and Technology, Department of Disaster Preparedness and Engineering Management, P.O. Box 190-50100 Kakamega, Kenya

Keywords:

wastewater treatment, modelling, mass balance, composite granular filter, filter depth, Hydraulic retention time

Abstract

Insufficient technology for municipal wastewater treatment compromises the quality of effluent discharged into water bodies, elevating the risk of waterborne diseases (e.g., cholera, dysentery, typhoid). Previous research has associated the absence of clean water and sanitation with health issues such as skin problems, eye infections, and diarrhea among community members. Furthermore, studies indicate the proliferation of algae in the Shirere wastewater oxidation ponds, suggesting the presence of toxic cyanobacteria. Therefore, this study aimed to develop a mathematical model representing five critical parameters: COD, BOD, TSS, Phosphates, and Nitrates. Effluent from Shirere WWTP were collected for microbial quality analysis at MMUST and KACUWASCO laboratories. Data analysis involved, regression and correlation, and integration of wastewater mass balance equation using R-Programming and Fourth Order Runga Kutta (RK) method. The research employed  purposeful sampling strategy, with a sample size of 8 of wastewater. The study followed an experimental design. Specifically, for the first season of March – May 2021 at 200mm filtration depth were carried out at effluent flow rate of 0.0032  and volume, 0.234   the model arrived at was . The model results showed minimal variation from the measured values.The first season measured COD as 0.236kg/m3 and model gave 0.2174kg/m3. The model can be used in prediction of parameter concentrations at any given time. The findings of this research will inform wastewater management policies and contribute to the development of sustainable wastewater treatment technologies.

References

. E. Corocoran. Sick water?: the central role of wastewater management in sustainable development: a rapid response assessment management in sustainable development . UNEP/Earthprint 2010.6-12.

. R. Afroz, Masud, M. M., R. Akhtar, & J.B Duasa, "Water pollution: Challenges and future direction for water resource management policies in Malaysia." Environment and urbanization ASIA, [On-line]. 5(1), 63-81, Jan.2014. https://doi.org/10.1177/0975425314521544

. S. Jayaswal, et al. "Efficient Wastewater Treatment Using Bioelectrochemical Systems." A Comprehensive Review. Journal of Environmental Management, 217, 429-441, 2018

. G. Castella, F. Bulloud, Graser R., and P.G. Duvernay. "Bringing safe water over the last-mile: Insight from autonomous chlorine production as a scale HTWS," In / International Congress on Water and Sustainability, UPC 2017, pp 11. http://hdl.handle.net/2117/108591

. S.H Koop, & van Leeuwen, C. J. "The Challenges of water, waste and climate in cities." Environmental, development and sustainability, 19(2), 385-418. Apr. 2017. https://doi.org/10.1007/s10668-016-9760-

. J.E. Hardoy, D. Milton, & D. Satterthwaite. Environmental problems in an urbanizing world: finding solutions in cities in Africa, Asia and Latin America. Routledge. 2013 pp 448

. A. Boretti, & L. Rosa "Reassessing the projection of the world water development report." NPJ Clean Water, 2(1), 1-6 july.2019. https://doi.org/10.1038/s41545-019-0039-9

. S. Chawla, H. Uppal, M.Yadav, N. Bahadur, & N. Singh "Zinc peroxide nanomaterial as an adsorbent for removal of Congo red dye from waste water," Ecotoxicology and environmental safety, 135, 68-74 January 2017. https://doi.org/10.1016/j.ecoenv.2016.09.017

. W. Wang, et al. . "The Current Situation and Prospect of Sewage Treatment in Urban Areas of Africa." Procedia Engineering, 70, 59-64.,2014, 978-92-3-100201-4

. J. Chebet, G. Kibet, G & D. Mbui. "Assessment of the Physicochemical Water Quality of River Molo Catchment, Kenya." Environmental Systems Research, 9(1), 1-12, 2020. DOI:10.1007/s13201-020-1173-8.

. P. Ochungo, G. Ouma, JPO Obiero & NA Odera, . "Assessment of Groundwater Potability Using Water Quality Index." A Case Study of Langata Sub County, Nairobi-Kenya. Environmental and Water Resources Engineering, 1(2), 21-28,2019. DOI:10.12691/ajwr-7-2-4

. C. Takawira, "Remedying the pollution of Athi river in Kenya." Advances in Social Sciences Research Journal, 8(6), 25-36 Jun. 2021. https://doi.org/10.14738/assrj.86.10192

. M.T.Okari. "Public Health Implications of the Housing, Water and Sanitation Conditions in Kaburini Slum of Kakamega Town, Kenya." Doctorial disertation, University of Nairobi, Kenya, 2019.

. R. Muchira, (2017). Water and wastewater Infrastrructure Improvement Projects in Informal Settlements: Case Study of Kisp Projects in Kcc Village, Nairobi County (Doctorial disertation, University of Nairobi.

. M.B. Aregu, S.L Asfaw, & M.M Khan. "Identification of two low-cost and locally available filter media (pumice and scoria) for removal of hazardous pollutants from tannery wastewater." Environmental Systems Research, 7(1), 1-14, May.2018.

. Fernández del Castillo, A.; Verduzco Garibay, M.; Senés-Guerrero, C.; Yebra-Montes, C.; de Anda, J.; Gradilla-Hernández, M.S. Mathematical Modeling of a Domestic Wastewater Treatment System Combining a Septic Tank, an Up Flow Anaerobic Filter, and a Constructed Wetland. Water 2020, 12, 3019. https://doi.org/10.3390/w12113019

. Philiphi de Rozari a b, Denik Sri Krisnayanti c, Refli d, KrispianusV. Yordanis a, Maria Ratu Rosari Atie . “The use of pumice amended with sand media for domestic wastewater treatment in vertical flow constructed wetlands planted with lemongrass.” (Cymbopogon citratus) 2021. https://doi.org/10.1016/j.heliyon.2021.e07423

. W. Liao, & S.C Thomas. "Biochar particles size and post-pyrolysis mechanical processing affect soil pH, water retention capacity, plant performance." Soil Systems, 3(1), 14, Feb.2019. https://doi.org/10.3390/soilsystems3010014

. Brandes EA, Brook GB, editors. Smithells metals reference book. Elsevier; 2013 Oct 22.

. M.A.Tarighat. "Simultaneous spectrophotometric determination of Phospahte and Silicate in different water and soil samples using chemometrics approach." J. Environ. Sci. Technol., 13, 11-20, Jun.2015. doi:10.1007/s13762-015-0833-y

. M.S. Kumar, M.S.A. Galil, M.S. Suresha, M.A. Sathish, & G. Nagendrappa. "A simple spectrophotometric determination of phosphate in sugarcane juices, water and detergent samples." E-journal of Chemistry, 2007, 4(4), 467-473.

. Yong, W.K., et al. "Design and Fabrication of a Custom Wastewater Filtration Instrument for Research Applications." Journal of Environmental Engineering, 145(7), 04019040, 2019.

. Rogier Kievit, Willem Frankenhuis, Laurens Waldorp, & Danny Borsboom."Simpson's Paradox in psychological science : A Practical Guide." University of Amasterdam, Amasterdam, Netherlands,2013. https://doi.org/10.3389/fpsyg.2013.00513

. APHA. Standard methods for examination of water and wastewater (21st Edition ed.). Washington DC: American Public Health Association, 2005, p. S-1 to S-16

. Metcalf, Leonard, Harrison P. Eddy, and Georg Tchobanoglous. Wastewater engineering: treatment, disposal, and reuse. Vol. 4. New York: McGraw-Hill, 1991.

. Al-Mutaz IS, Wazeer I. "Development of a steady-state mathematical model for MEE-TVC desalination plants." Desalination. 2014 Oct 15;351:9-18.

. Lawrance A, Haridas A, Savithri S, Arunagiri A. "Development of mathematical model and experimental Validation for batch bio-drying of municipal solid waste: Mass balances." Chemosphere. 2022 Jan 1;287:132272.

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Published

2023-11-18

How to Cite

Otenyo Makonjio Philip, Masibayi Namusasi Edward, K’Owino Owino Isaac, & Samuel Soita China. (2023). Mathematical Modelling of a Composite Granular Filter of Effluent at Shirere Wastewater Treatment Plant in Kakamega County, Kenya. American Scientific Research Journal for Engineering, Technology, and Sciences, 96(1), 78–106. Retrieved from https://www.asrjetsjournal.org/index.php/American_Scientific_Journal/article/view/9600

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