International Journal of Mathematical Sciences and Computing (IJMSC)
IJMSC Vol. 10, No. 4, 8 Dec. 2024
Cover page and Table of Contents: PDF (size: 684KB)
Forecasting the Environmental Situation at Mining Company Treatment Facilities Based on Fuzzy Logic
PDF (684KB), PP.1-10
Views: 0 Downloads: 0
Author(s)
Index Terms
Fuzzy Logic, Wastewater Treatment Plants, Databases, Intelligent Analysis Methods
Abstract
This study analyzes wastewater treatment processes at a mining company in the Almaty region, Kazakhstan. Four treatment schemes were developed and assessed, with a focus on optimizing efficiency. The discharged water quality from different technological lines was evaluated using integral functions for a quantitative comparison of each scheme's performance. Additionally, an expert system was developed to validate the results and support future research in wastewater treatment.
Cite This Paper
Oleg Ivashchuk, Zhanat Kenzhebaeva, Hanna Martyniuk, "Forecasting the Environmental Situation at Mining Company Treatment Facilities Based on Fuzzy Logic", International Journal of Mathematical Sciences and Computing(IJMSC), Vol.10, No.4, pp. 1-10, 2024. DOI: 10.5815/ijmsc.2024.04.01
Reference
[1]S. Saravana Kumar and K. Latha. A supervisory fuzzy logic control scheme to improve effluent quality of a wastewater treatment plant. Water Science & Technology. Vol 84 No 10-11, 3415.
[2]Fatma Erdem. Risk assessment with the fuzzy logic method for Ankara OIZ environmental waste water treatment plant. Turkish Journal of Engineering – 2022; 6(4); 268-275.
[3]I. Santín, R. Vilanova, C. Pedret and M. Barbu. New approach for regulation of the internal recirculation flow rate by fuzzy logic in biological wastewater treatments. ISA Transactions 120 (2022) 167–189.
[4]L. Zhou, L. Sun, D. and J. Xu, Zoning assessment of water environmental suppoting capacity for socioeconomic development in the Huaihe River Basin.China. J. Geogr. Sci. 25 (2015), 1199–1217.
[5]K. Väänänen, M. T. Leppänen, X. Chen and J. Akkanen, Metal bioavailability in ecological risk assessment of freshwater ecosystems: From science to environmental management. Ecotoxicology and Environmental Safety 147 (2018), 430–446.
[6]N. Khatri and S. Tyagi, Influences of natural and anthropogenic factors on surface and groundwater quality in rural and urban areas. Frontiers in Life Science 8:1 (2005), 23–39.
[7]W. Hou, S. Sun, M.n Wang, X. Li, N. Zhang, X. Xin, L. Sun, W. Li and R. Jia, Assessing water quality of five typical reservoirs in lower reaches of Yellow River. China: Using a water quality index method, Ecological Indicators 61 (2016), 309–316.
[8]K. Brindha and R. Kavitha, Hydrochemical assessment of surface water and groundwater quality along Uyyakondan channel, south India. Environ Earth Sci 73 (2015), 5383–5393.
[9]S. L. Prabu, T.N.K. Suriyaprakash and J. A. Kumar. Wastewater Treatment Technologies: A Review. Pharma Times 43 (2011).
[10]D. T. Muhamedieva and N. A. Niyozmatova, Assessment of the ecological state of a water body for biodiversity monitoring according to biological and hydrochemical indicators. VI International Conference on Actual Problems of the Energy Complex and Environmental Protection (APEC-VI-2023) 411 (2023).
[11]Wodecka, B.; Drewnowski, J.; Białek, A.; Łazuka, E.; Szulżyk-Cieplak, J. Prediction of Wastewater Quality at a Wastewater Treatment Plant Inlet Using a System Based on Machine Learning Methods. Processes 2022, 10, 85.
[12]Jones, E.R., Bierkens, M.F.P., Wanders, N. et al. Current wastewater treatment targets are insufficient to protect surface water quality. Commun Earth Environ 3, 221 (2022).
[13]Mukhtar Nuhu Yahya, Hüseyin Gökçekuş, Dilber Uzun Ozsahin, Berna Uzun. Evaluation of wastewater treatment technologies using TOPSIS. Desalination and Water Treatment. Volume 177, February 2020, Pages 416-422
[14]D. B. Gelashvili, T. D. Zinchenko, L. A. Vykhristyuk and A. A. Karandashova, Integral assessment of the ecological state of water bodies based on hydrochemical and hydrobiological indicators. Izv. Samar. Scientific Center RAS. 2 (2002) 270–276 [in Russian].
[15]D. B. Gelashvili, A. V. Lisovenko, N. I. Zaznobina and A. A. Korolev, It is advisable to note the use of a generalized function on objects of different scales: city, region. Problems of the region. Ecology. 2 (2009), 83–87 [in Russian]