Comparison of Τwo Modules in Sedimentation Process using Mathematical Techniques
Received: 28 May 2024 | Revised: 12 June 2024 | Accepted: 20 June 2024 | Online: 4 July 2024
Corresponding author: Smita R. Pidurkar
Abstract
Raw water must be purified before being distributed to any village, town, or city. To purify raw water, various significant processes must be performed in a water treatment plant, with sedimentation being one of the most important. Solid particles in the form of dirt and other contaminants can be found in raw water, especially during the rainy season, which can be removed through sedimentation. Plate settlers or tube settlers are commonly utilized in sedimentation units to treat water quickly, reducing the detention time to 15-20 minutes. This study modified conventional tubes in terms of manufacturing and repositioning to increase turbidity removal in raw water. The experimental work was carried out for one year to calculate the balanced turbidity of the raw water using conventional and modified square-shaped tube settlers. Mathematical analysis was deployed to compare the output from one year's data from both experimental studies. Regression, R2, relative standard deviation, and ANOVA were employed to analyze the experimental models, and the observed and calculated findings were compared. The results show that the modified tube settlers removed more turbidity from the raw water than the conventional ones.
Keywords:
Tube settler, Coagulant dose, Detention time, Regression equation, Coefficient of variation, ANOVADownloads
References
A. Diosi, "High Rate Sedimentation Theory Made Simple," Indian Water Works Association Journal, vol. 2, no. 1, pp. 1–10, 1980.
T. Viraraghavan, "Tube Settlers Theoretical & Design Considerations," Indian Water Works Association Journal, vol. 5, no. 3, 1973.
S. P. Hansen and G. I. Culp, "Applying Shallow Depth Sedimentation Theory," Journal AWWA, vol. 59, no. 9, pp. 1134–1148, 1967.
G. Culp, S. Hansen, and G. Richardson, "High-Rate Sedimentation in Water Treatment Works," Journal AWWA, vol. 60, no. 6, pp. 681–698, 1968.
S. P. Hansen, G. L. Culp, and J. R. Stukenberg, "Practical Application of Idealized Sedimentation Theory in Wastewater Treatment," Journal (Water Pollution Control Federation), vol. 41, no. 8, pp. 1421–1444, 1969.
M. P. Bhorkar, A. G. Bhole, and P. B. Nagarnaik, “Application of Modified Tube Settler to Improve Sedimentation Process,” presented at the Urbanization Challenges in Emerging Economies: Energy and Water Infrastructure; Transportation Infrastructure; and Planning and Financing, Dec. 2018, pp. 28–37.
A. Hazen, "On Sedimentation," Transactions of the American Society of Civil Engineers, vol. 53, no. 2, pp. 45–71, Jan. 1904.
T. R. Camp, "Sedimentation and the Design of Settling Tanks," Transactions of the American Society of Civil Engineers, vol. 111, no. 1, pp. 895–936, Jan. 1946.
E. A. Schmitt and O. D. Voigt, "Two-Story Flocculation-Sedimentation Basin for the Washington Aqueduct," Journal (American Water Works Association), vol. 41, no. 9, pp. 837–844, 1949.
A. G. Bhole, "Vertical Tube Settler Module for Water Treatment", India Patent 175388, Apr. 1992.
S. D. Sulakhe, "Effective Method for high Rate Sedimentation," Indian Water Works Association Journal, vol. 25, no. 2, pp. 67–70, 1993.
M. P. Bhorkar and P. B. Nagarnaik, "Improvement in Sedimentation by Installation of Conventional and Modified Tube Settlers A Review," Journal of Indian Water Works Association, vol. 23, no. 1, pp. 69–73, 2021.
K. M. Yao, "Design of High-Rate Settlers," Journal of the Environmental Engineering Division, vol. 99, no. 5, pp. 621–637, Oct. 1973.
A. Gurjar and M. Bhorkar, "Performance Study of Tube Settlers Module," International Journal of Engineering Research and Applications, vol. 07, no. 03, pp. 52–55, Mar. 2017.
J. W. Hernandez and J. R. Wright, "Design parameters for tube settlers," in Proceedings of the 25th Industrial Waste Conference, 1970, pp. 805–829.
B. M. van Vliet, "The efficacy of inclined tube and plate modules in a high lime clarification process," Water Research, vol. 11, no. 9, pp. 783–788, Jan. 1977.
R. M. Willis, "Tubular Settlers—A Technical Review," Journal (American Water Works Association), vol. 70, no. 6, pp. 331–335, 1978.
Y. Xiao and Z. Jin, "The Forecast Research of Linear Regression Forecast Model in National Economy," Open Access Library Journal, vol. 8, no. 8, pp. 1–17, Jul. 2021.
S. Sunthornjittanon, "Linear Regression Analysis on Net Income of an Agrochemical Company in Thailand," B.S. Thesis, Portland State University, 2015.
"Trend Analysis and Regression Models to Combine Trends (Time Series)," Analytics Vidhya, Aug. 24, 2019. https://medium.com/analytics-vidhya/trend-analysis-and-regression-models-to-combine-trends-time-series-a41213a0014d.
Md. A. Awal, J. Rabbi, Sk. I. Hossain, and M. M. A. Hashem, "Using linear regression to forecast future trends in crime of Bangladesh," in 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, Bangladesh, Feb. 2016, pp. 333–338.
S. R. Pidurkar and S. Raut, "Several implications for forecasting a brain attack utilizing mathematical techniques," Journal of Statistics and Management Systems, vol. 27, no. 2, pp. 261–271, 2024.
T. S. Hedges, "Regression and dimensional analysis in coastal engineering: some pitfalls," Proceedings of the Institution of Civil Engineers - Water and Maritime Engineering, vol. 148, no. 4, pp. 219–225, Dec. 2001.
K. A. Warith, M. Mansour, S. Attallah, and A. Kandil, "Developing a Pseudo-Linear Regression Framework for Predicting Volume of Work of Construction Companies in Qatar," International Journal of Engineering Research, vol. 5, no. 04.
J.-L. Briaud and L. Tucker, "Coefficient of variation of in situ tests in sand," presented at the Probabilistic Characterization of Soil Properties: Bridge Between Theory and Practice, Atlanta, GA, USA, 1983, pp. 119–139.
R. A. Ramadan and S. Boubaker, "Predictive Modeling of Groundwater Recharge under Climate Change Scenarios in the Northern Area of Saudi Arabia," Engineering, Technology & Applied Science Research, vol. 14, no. 2, pp. 13578–13583, Apr. 2024.
A. S. Kote and D. V. Wadkar, "Modeling of Chlorine and Coagulant Dose in a Water Treatment Plant by Artificial Neural Networks," Engineering, Technology & Applied Science Research, vol. 9, no. 3, pp. 4176–4181, Jun. 2019.
M. Mahshidnia and A. Jafarian, "Forecasting Wastewater Treatment Results with an ANFIS Intelligent System," Engineering, Technology & Applied Science Research, vol. 6, no. 5, pp. 1175–1181, Oct. 2016.
M. L. Jibhakate, M. P. Bhorkar, A. G. Bhole, and P. K. Baitule, "Reuse & Recirculation of Filter Backwash Water of Water Treatment Water," International Journal of Engineering Research and Applications, vol. 07, no. 04, pp. 60–63, Apr. 2017.
M. P. Bhorkar, "Study of modified tube setters in the process of water treatment," Ph.D. dissertation, Rashtrasant Tukadoji Maharaj Nagpur University, India, 2020.
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