Wastewater Assessment and Biochemical Oxygen Demand Value Prediction from Mining Operations: A Case Study

Authors

  • Fella Zenati Environmental Laboratory, Mining Institute, Echahid Chikh Larbi Tebessi University, Algeria
  • Adel Djellali Environmental Laboratory, Mining Institute, Echahid Chikh Larbi Tebessi University, Algeria
  • Debojit Sarker Department of Civil Engineering, Texas State University, USA
Volume: 13 | Issue: 3 | Pages: 10754-10758 | June 2023 | https://doi.org/10.48084/etasr.5721

Abstract

Wastewater is a byproduct of industrial or household waste processes, and its contamination level must be determined before treatment. Discharges of liquid effluents generated by mining operations, one of the most prevalent forms of industrial waste water, pose a risk to human health and the environment. This study evaluates the physicochemical quality of industrial liquid effluent discharges from the Boukhadra mine (Algeria). Samples were collected from the washing water to identify the level of contamination of these liquid discharges and to measure physicochemical parameters such as temperature (T), hydrogen potential (pH), Electrical Conductivity (EC), Suspended Solids (SS), Chemical Oxygen Demand (COD), Biological Oxygen Demand for 5 days (BOD5), Oils and Greases (O&G), iron (Fe+2) and Kjeldahl Nitrogen (NTK). It was found that the concentration values of those effluents exceeded the maximum contamination limits specified by international industrial waste standards. A simple and reliable prediction model was developed to estimate DBO5, based on MES, COD, and O&G, by using classical regression analysis and fitting Design of Experiments (DOE) methodology. When comparing the analytical results, it was found that the quadratic model provided a better estimation, with a high correlation coefficient (R2) of 0.9976. The parameters determined in this study will enable engineers to quickly estimate the degree of wastewater contamination and choose adequate treatment strategies.

Keywords:

BOD5, environment, characterization, wastewater, Design of Experiments (DOE), ANOVA

Downloads

Download data is not yet available.

References

T. B. Hammed and M. K. C. Sridhar, "Green Technology Approaches to Solid Waste Management in the Developing Economies," in African Handbook of Climate Change Adaptation, N. Oguge, D. Ayal, L. Adeleke, and I. da Silva, Eds. Cham: Springer International Publishing, 2021, pp. 1293–1312. DOI: https://doi.org/10.1007/978-3-030-45106-6_174

A. Younesi, R. Rahmani, J. Jaafari, and Y. Mahdavi, "Environmental Risk Assessment and Management in Oil Platform Construction Phase Activities: A Case Study," Engineering, Technology & Applied Science Research, vol. 7, no. 3, pp. 1658–1663, Jun. 2017. DOI: https://doi.org/10.48084/etasr.1127

V. Karthika, U. Sekaran, G. B. Jainullabudeen, and A. Nagarathinam, "Chapter 9 - Advances in bioremediation of industrial wastewater containing metal pollutants," in Biological Approaches to Controlling Pollutants, S. Kumar and M. Z. Hashmi, Eds. Woodhead Publishing, 2022, pp. 163–177. DOI: https://doi.org/10.1016/B978-0-12-824316-9.00001-X

S. Poornima et al., "Emerging nanotechnology based advanced techniques for wastewater treatment," Chemosphere, vol. 303, Sep. 2022, Art. no. 135050. DOI: https://doi.org/10.1016/j.chemosphere.2022.135050

M. R. Islam and M. G. Mostafa, "Characterization of textile dyeing effluent and its treatment using polyaluminum chloride," Applied Water Science, vol. 10, no. 5, Apr. 2020, Art. no. 119. DOI: https://doi.org/10.1007/s13201-020-01204-4

R. Canziani and L. Spinosa, "1 - Sludge from wastewater treatment plants," in Industrial and Municipal Sludge, M. N. V. Prasad, P. J. de Campos Favas, M. Vithanage, and S. V. Mohan, Eds. Butterworth-Heinemann, 2019, pp. 3–30. DOI: https://doi.org/10.1016/B978-0-12-815907-1.00001-5

A. Fakhru’l-Razi, M. Zahangir Alam, A. Idris, S. Abd-Aziz, and A. H. Molla, "Filamentous Fungi in Indah Water Konsortium (iwk) Sewage Treatment Plant for Biological Treatment of Domestic Wastewater Sludge," Journal of Environmental Science and Health, Part A, vol. 37, no. 3, pp. 309–320, Mar. 2002. DOI: https://doi.org/10.1081/ESE-120002830

O. M. Okeyinka and O. J. Idowu, "Assessment of the Suitability of Paper Waste as an Engineering Material," Engineering, Technology & Applied Science Research, vol. 4, no. 6, pp. 724–727, Dec. 2014. DOI: https://doi.org/10.48084/etasr.485

R. Singh, R. K. Dutta, D. V. Naik, A. Ray, and P. K. Kanaujia, "High surface area Eucalyptus wood biochar for the removal of phenol from petroleum refinery wastewater," Environmental Challenges, vol. 5, Dec. 2021, Art. no. 100353. DOI: https://doi.org/10.1016/j.envc.2021.100353

C. H. Voon, N. M. Yusop, and S. M. Khor, "The state-of-the-art in bioluminescent whole-cell biosensor technology for detecting various organic compounds in oil and grease content in wastewater: From the lab to the field," Talanta, vol. 241, May 2022, Art. no. 123271. DOI: https://doi.org/10.1016/j.talanta.2022.123271

V. T. Fávere, R. Laus, M. C. M. Laranjeira, A. O. Martins, and R. C. Pedrosa, "Use of Chitosan Microspheres As Remedial Material For Acidity and Iron (III) Contents Of Coal Mining Wastewaters," Environmental Technology, vol. 25, no. 8, pp. 861–866, Aug. 2004. DOI: https://doi.org/10.1080/09593330.2004.9619378

V. Rezende Moreira, Y. Abner Rocha Lebron, D. Gontijo, and M. Cristina Santos Amaral, "Membrane distillation and dispersive solvent extraction in a closed-loop process for water, sulfuric acid and copper recycling from gold mining wastewater," Chemical Engineering Journal, vol. 435, May 2022, Art. no. 133874. DOI: https://doi.org/10.1016/j.cej.2021.133874

O. H. Dede, C. Dede, S. Sakar, M. Sazak, and H. Ozer, "Investigation of treatment process and treatment sufficiency of marble mine wastewater: a case study in Turkey," Environment, Development and Sustainability, vol. 22, no. 7, pp. 6505–6512, Oct. 2020. DOI: https://doi.org/10.1007/s10668-019-00494-2

H. S. Al-Zoubi and S. S. Al-Thyabat, "Treatment of a Jordanian Phosphate Mine Wastewater by Hybrid Dissolved Air Flotation and Nanofiltration," Mine Water and the Environment, vol. 31, no. 3, pp. 214–224, Sep. 2012. DOI: https://doi.org/10.1007/s10230-012-0197-1

R. Malaoui, E. H. Harkati, M. R. Soltani, A. Djellali, A. Soukeur, and R. Kechiched, "Geotechnical Characterization of Phosphate Mining Waste Materials for Use in Pavement Construction," Engineering, Technology & Applied Science Research, vol. 13, no. 1, pp. 10005–10013, Feb. 2023. DOI: https://doi.org/10.48084/etasr.5493

B. Boumaza, R. Kechiched, and T. V. Chekushina, "Trace metal elements in phosphate rock wastes from the Djebel Onk mining area (Tébessa, eastern Algeria): A geochemical study and environmental implications," Applied Geochemistry, vol. 127, Apr. 2021, Art. no. 104910. DOI: https://doi.org/10.1016/j.apgeochem.2021.104910

S. Aissioui, L. Poirier, R. Amara, and Z. Ramdane, "Concentrations of lead, cadmium and mercury in sardines, Sardina pilchardus (Walbaum, 1792) from the Algerian coast and health risks for consumers," Journal of Food Composition and Analysis, vol. 109, Jun. 2022, Art. no. 104490. DOI: https://doi.org/10.1016/j.jfca.2022.104490

A. S. Qambar and M. M. A. Khalidy, "Prediction of municipal wastewater biochemical oxygen demand using machine learning techniques: A sustainable approach," Process Safety and Environmental Protection, vol. 168, pp. 833–845, Dec. 2022. DOI: https://doi.org/10.1016/j.psep.2022.10.033

O. T. Baki, E. Aras, U. Ozel Akdemir, and B. Yilmaz, "Biochemical oxygen demand prediction in wastewater treatment plant by using different regression analysis models," Desalination and water treatment, vol. 157, pp. 79–89, Jun. 2019. DOI: https://doi.org/10.5004/dwt.2019.24158

A. Djellali, M. S. Laouar, B. Saghafi, and A. Houam, "Evaluation of Cement-Stabilized Mine Tailings as Pavement Foundation Materials," Geotechnical and Geological Engineering, vol. 37, no. 4, pp. 2811–2822, Aug. 2019. DOI: https://doi.org/10.1007/s10706-018-00796-8

ISO/TC 147/SC 6 Technical Committee, ISO 5667-3:2018: Water quality — Sampling — Part 3: Preservation and handling of water samples. ISO, 2018.

J. Rodier, L’analyse de l’eau, 8th ed. Paris, France: Dunod, 2005.

H. Messrouk, M. hadj Mahammed, Y. Touil, and A. Amrane, "Physico-chemical Characterization of Industrial Effluents from the Town of Ouargla (South East Algeria)," Energy Procedia, vol. 50, pp. 255–262, Jan. 2014. DOI: https://doi.org/10.1016/j.egypro.2014.06.031

S. Khan and J. Ali, "2-Chemical analysis," in Bioassays: Advanced Methods and Applications, D. Hader and G. Erzinger, Eds. Elsevier, 2017, pp. 21–39. DOI: https://doi.org/10.1016/B978-0-12-811861-0.00002-4

ISO/TC 147/SC 2 Technical Committee, ISO 6060:1989: Water quality — Determination of the chemical oxygen demand, 2nd ed. ISO, 2009.

M. Melghit, F.-Z. Afri-Mehennaoui, and L. Sahli, "Impact of Wastewaters on the Physico-Chemical Quality of Waters: Case Study of the Rhumel River, Hammam Grouz and Beni Haroun Dams," Journal of Environmental Science and Engineering B, vol. 4, pp. 625–630, Dec. 2015. DOI: https://doi.org/10.17265/2162-5263/2015.12.001

J. Rodier, L’analyse de l’eau : eaux naturelles, eaux résiduaires, eau de mer : chimie, physico-chimie, microbiologie, biologie, interprétation des résultats, 8th ed. Paris, France: Dunod, 2005.

S. J. Walters, M. J. Campbell, and D. Machin, Medical Statistics: A Textbook for the Health Sciences. Wiley and Sons, 2010.

M. Namvar-Mahboub and M. Pakizeh, "Optimization of preparation conditions of polyamide thin film composite membrane for organic solvent nanofiltration," Korean Journal of Chemical Engineering, vol. 31, no. 2, pp. 327–337, Feb. 2014. DOI: https://doi.org/10.1007/s11814-013-0213-6

Downloads

How to Cite

[1]
Zenati, F., Djellali, A. and Sarker, D. 2023. Wastewater Assessment and Biochemical Oxygen Demand Value Prediction from Mining Operations: A Case Study. Engineering, Technology & Applied Science Research. 13, 3 (Jun. 2023), 10754–10758. DOI:https://doi.org/10.48084/etasr.5721.

Metrics

Abstract Views: 727
PDF Downloads: 469

Metrics Information

Most read articles by the same author(s)