Selection of an Optimal Alternative for Wastewater Disposal in Combined Cycle Power Plants for Semi-arid Areas Using Analysis Hierarchical Process (AHP)

Document Type : Original Research Article

Authors

1 Department of Environmental Pollutants Research, Environmental Sciences Research Institute, Shahid Beheshti University, Tehran, Iran

2 HSE Manager of 2 MAPNA MD2 Company, Tehran, Iran

Abstract

Living in arid and semi-arid regions is disrupted due to lack of water, and fossil fuel sources of combined cycle thermal power plants play an important role in generating electricity in these areas. The wastewater of these plants often contains various pollutants, including heavy metals, whose discharge to the environment can have a wide range of negative impacts. In this study, a model is presented to select the optimum disposal option of combined cycle power plants in semi-arid areas using the Analysis Hierarchical Process (AHP). The criteria and sub-criteria for determining optimal wastewater disposal in combined cycle power plants were selected based on consultation with experts in three main technical (11 sub-criteria), economical (4 sub-criteria), and environmental (4 sub-criteria). The wastewater disposal option indicated that the environmental and technical criteria score for the evaporation pond is 0.069 and 0.126 and 0.228 and 0.205 for the zero liquid discharge, respectively. The results showed that environmental and then technical and economic criteria are the most important. Also, the most important environmental, technical, and economical sub-criteria are the safety of workers and people, system performance to achieve output standards, and operation and maintenance costs, respectively. To evaluate the model, the proposed method was applied to two combined cycle power plants in Yazd Province with an arid and semi-arid climate in central Iran. The results showed that regarding the characteristics of the power plants and the conditions of the area that is facing water shortage, the best option for disposal of wastewater in both plants is zero liquid discharge.

Keywords

Main Subjects


Ahmad, I., 2017. Growth, Physiological and Yield attributes of Chickpea as Influenced by Thermal Power Plant Wastewater, Coal Fly Ash and Different Levels of Phosphorus. International Journal of Applied Environmental Sciences, 12(1), 179-200.
Ahmed, M.H. & Fathy, S.M., 2024. Selecting the Appropriate Wastewater Treatment System Using Analytic Hierarchy Process (AHP). Engineering Research Journal (Shoubra), 53(3), 240-247.
Aragones-Beltran, P., Mendoza-Roca, J., Bes-Pia, A., Garcia-Melon, M. & Parra-Ruiz, E, 2009. Application of multicriteria decision analysis to jar-test results for chemicals selection in the physical–chemical treatment of textile wastewater. Journal of hazardous materials, 164(1), 288-295.
Arnal, J., Sancho, M., Iborra, I., Gozalvez, J., Santafe, A. & Lora, J., 2005, Concentration of brines from RO desalination plants by natural evaporation. Desalination, 182(1-3), 435-439.
Bagheri, R., Sobhanardakani, S. & Lorestani, B., 2017. Selection of the best wastewater treatment alternative for HDPE unit of petrochemical research and technology company-Arak center based on the analytical hierarchy process. Iranian Journal of Health and Environment, 10(3), 293-304.
Bashir, A., Malik, L.A., Ahad, S., Manzoor, T., Bhat, M.A., Dar, G. & Pandith, A.H., 2019, Removal of heavy metal ions from aqueous system by ion-exchange and biosorption methods. Environmental Chemistry Letters, 17(2), 729-754.
Basso, M., Cerrella, E. & Cukierman, A., 2002. Lignocellulosic materials as potential biosorbents of trace toxic metals from wastewater. Industrial & Engineering Chemistry Research, 41(15), 3580-3585.
Bergamasco, S., Hein, L. A., Silvestri, L., Hartmann, R., Menegatti, G., Pozio, A.  Rinaldi, A., 2024. Innovative Nafion-and Lignin-Based Cation Exchange Materials Against Standard Resins for the Removal of Heavy Metals During Water Treatment. Separations, 11(12), 357.
Bottero, M., Comino, E. & Riggio, V., 2011. Application of the analytic hierarchy process and the analytic network process for the assessment of different wastewater treatment systems. Environmental Modelling & Software, 26(10), 1211-1224.
Dabaghian, M.R., Hashemi, S.H. & Ebadi, T., 2009, Eco-technical and environmental evaluation of Electroplating industries wastewater treatment applying AHP, 107-116.
Demir, G., Chatterjee, P. & Pamucar, D., 2024. Sensitivity analysis in multi-criteria decision making: A state-of-the-art research perspective using bibliometric analysis. Expert Systems with Applications, 237, 121660.
El Kenawy, A.M., 2024. Hydroclimatic extremes in arid and semi-arid regions: status, challenges, and future outlook. In Hydroclimatic Extremes in the Middle East and North Africa (pp. 1-22). Elsevier.
Gabelich, C.J., Rahardianto, A., Northrup, C.R., Yun, T.I. & Cohen., Y., 2011. Process evaluation of intermediate chemical demineralization for water recovery enhancement in production-scale brackish water desalting. Desalination, 272(1-3), 36-45.
Glater, J. & Cohen, Y., 2003. Brine disposal from land based membrane desalination plants: A critical assessment. Prepared for the Metropolitan Water District of Southern California.
Heidari, B., Mehdi Nejad, M., Najafpour, A., Zafarzadeh, A. & Elahi, H., 2016. A study on application of analytic hierarchy process in selecting the most appropriate wastewater treatment for rural areas (Case Study Soleimani Village-Firoozeh). Journal of Research in Environmental Health, 2(1), 29-37.
Hessari, P., Zandieh, M. & Mahmuodzadeh Kani, I., 2018. The Significance of the Priority of Applying the Parameters of Sustainable Development in Combined Cycle Power Plant Design. Iran University of Science & Technology, 28(1), 105-115.
Hosseinzadeh Kalkhoran, M., Hosseinzadeh, S. & Fataei, E., 2017. Performing Sensitivity Analysis of Municipal Wastewater Treatment Process Using AHP. Journal of Environmental Sciences Technoogyl, 19(4), 283-294.
Kalbar, P.P, Karmakar, S. Asolekar, S.R., 2012. Selection of an appropriate wastewater treatment technology: A scenario-based multiple-attribute decision-making approach. Journal of Environmental Management, 113, 158-169.
Li, Y., Lin, C., Wang, Y., Gao, X., Xie, T., Hai, R, . . . Zhang, X., 2017. Multi-criteria evaluation method for site selection of industrial wastewater discharge in coastal regions. Journal of Cleaner Production, 161, 1143-1152.
Liu, F.M., Zhang, Y.H., Wu, Y.Q. & Zhang, X.J., 2002. Soil water regime under the shrubberies of Haloxylon ammodendron in the desert regions of the Heihe River watershed. Arid Zone Research, 19(1), 27-31.
Madden, N., Lewis, A. & Davis, M., 2013. Thermal effluent from the power sector: an analysis of once-through cooling system impacts on surface water temperature. Environmental Research Letters, 8(3), 035006.
Masoudi, M., Asrari, E., Younesfard, A.R. & Haghighi, A.T., 2025. Spatial and Statistical Analysis of Climate Change in the Middle East: A Study of Precipitation and Temperature Variability Using NOAA Weather Data and Geostatistical Methods. Earth Systems and Environment, 1-29.
Mousavi, S., Sotoudeh, A., Azimzadeh, H.R. & Kiani, B., 2017. Identification and assessment of the environmental aspects related to Yazd solar thermal power plant effluent. Journal of Research in Environmental Health, 3(3), 219-226.
Mudhoo, A. & Sharma, S.K., 2011. Microwave irradiation technology in waste sludge and wastewater treatment research. Critical Reviews in Environmental Science and Technology, 41(11), 999-1066.
Ouyang, X., Guo, F., Shan, D., Yu, H. & Wang., J 2015. Development of the integrated fuzzy analytical hierarchy process with multidimensional scaling in selection of natural wastewater treatment alternatives. Ecological Engineering, 74, 438-447.
Pattnaik, P. & Dangayach, G.S., 2019. Sustainability of Textile Wastewater Management by Using Fuzzy AHP Method. Paper presented at the Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur-India.
Renfrew, D., Vasilaki, V. & Katsou, E., 2024. Indicator based multi-criteria decision support systems for wastewater treatment plants. Science of the Total Environment, 169903.
Saaty, T., 1980. The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation: McGraw-Hill. Inc. New York, NY.
Saaty, T.L., 1990. How to make a decision: the analytic hierarchy process. European journal of operational research, 48(1), 9-26.
Saaty, T.L., 2008, Decision making with the analytic hierarchy process. International journal of services sciences, 1(1), 83-98.
Saeedi, M. & Amini, H., 2007, Characterization of a thermal power plant air heater washing waste: a case study from Iran. Waste Management & Research, 25(1), 90-93.
Saglam, C.S., 2016, Technology Identification, Evaluation and Selection Methodology for Industrial Process Water and Waste Water Treatment Plant of 3x150 MWe Tufanbeyli Lignite-Fired Power Plant. International Journal of Energy and Power Engineering, 10(4), 563-567.
Saif, Y., Elkamel, A. & Pritzker, M., 2008. Global optimization of reverse osmosis network for wastewater treatment and minimization. Industrial & Engineering Chemistry Research, 47(9), 3060-3070.
Saripalli, K., Sharma, M. & Bryant, S., 2000. Modeling injection well performance during deep-well injection of liquid wastes. Journal of Hydrology, 227(1-4), 41-55.
Tong, T. & Elimelech, M., 2016. The global rise of zero liquid discharge for wastewater management: drivers, technologies, and future directions. Environmental Science & Technology, 50(13), 6846-6855.
Topuz, E &. van Gestel, C.A., 2016. An approach for environmental risk assessment of engineered nanomaterials using Analytical Hierarchy Process (AHP) and fuzzy inference rules. Environment International, 92, 334-347.
Wang, C., Liu, M., Zhao, Y., Qiao, Y., Chong, D. & Yan, J., 2018. Dynamic modeling and operation optimization for the cold end system of thermal power plants during transient processes. Energy, 145, 734-746.
Xiaoxin, Z, Jin., H, Ling, L., Yueping, W. & Xinheng, Z., 2018. Research of AHP/DEA evaluation model for operation performance of municipal wastewater treatment plants. Paper presented at the E3S Web of Conferences.