Integration of Gray System Theory with AHP Decision-Making for Wastewater Reuse Decision-Making
Publication: Journal of Hazardous, Toxic, and Radioactive Waste
Volume 25, Issue 3
Abstract
The existence of uncertainties in decision-making has given rise to multicriteria decision-making to achieve results that weigh in the effects of uncertainty. This study presents a method for selecting the best alternative for treated wastewater reuse based on gray system theory (GST). Alternatives and appropriate decision criteria for wastewater reuse are determined by experts. The criteria are weighed with the analytical hierarchy process (AHP) method, and the best wastewater-reuse alternative is then selected based on the evaluation based on distance from average solution for gray water (EDAS-G). Results of an example demonstrate wastewater reuse in the environmental sector receives the highest priority among several alternative uses.
Get full access to this article
View all available purchase options and get full access to this article.
References
Akhoundi, A., and S. Nazif. 2018. “Sustainability assessment of wastewater reuse alternatives using the evidential reasoning approach.” J. Cleaner Prod. 195: 1350–1376. https://doi.org/10.1016/j.jclepro.2018.05.220.
Almasri, M. N., and L. S. McNeill. 2009. “Optimal planning of wastewater reuse using the suitability approach: A conceptual framework for the West Bank, Palestine.” Desalination 248 (1–3): 428–435. https://doi.org/10.1016/j.desal.2008.05.084.
Anane, M., L. Bouziri, A. Limam, and S. Jellali. 2012. “Ranking suitable sites for irrigation with the reclaimed water in the Nabeul-Hammamet region (Tunisia) using GIS and AHP multi-criteria decision analysis.” Resour. Conserv. Recycl. 65: 36–46. https://doi.org/10.1016/j.resconrec.2012.05.006.
Arroyo, P., C. Mourgues, F. Flager, and M. G. Correa. 2018. “A new method applying choosing by advantages (CBA) multi-criteria decision to a large number of design alternatives.” Energy Build. 167: 30–37. https://doi.org/10.1016/j.enbuild.2018.02.031.
Ashofteh, P.-S., O. Bozorg-Haddad, and H. A. Loáiciga. 2020. “Logical genetic programming (LGP) application to water resources management.” Environ. Monit. Assess. 192: 34. https://doi.org/10.1007/s10661-019-8014-y.
Bottero, M., E. Comino, and V. Riggio. 2011. “Application of the analytic hierarchy process and the analytic network process for the assessment of different wastewater treatment systems.” Environ. Modell. Software 26 (10): 1211–1224. https://doi.org/10.1016/j.envsoft.2011.04.002.
Chen, Z., H. H. Ngo, W. S. Guo, A. Listowski, K. O’Halloran, M. Thompson, and M. Muthukaruppan. 2012. “Multi-Criteria analysis towards the new and use of recycled water for household Laundry: A case study in Sydney.” Sci. Total Environ. 438: 59–65. https://doi.org/10.1016/j.scitotenv.2012.08.019.
Fatta, D., and N. Kythreotou. 2005. “Wastewater as valuable water resource-concerns, constraints and requirements related to reclamation, recycling and reuse.” In IWA International Conference on Water Economics, Statistics, and Finance, 8–10. London: IWA Publishing.
Ghorbani Mooselu, M., M. R. Nikoo, M. Latifi, M. Sadegh, M. Al-wardy, and G. Al-Rawas. 2020. “A multi-objective optimal allocation of treated wastewater in urban areas using leader-follower game.” J. Cleaner Prod. 267: 122189. https://doi.org/10.1016/j.jclepro.2020.122189.
Golfam, P., P.-S. Ashofteh, and H. A. Loáiciga. 2021. “Modeling adaptation policies to increase the synergies of the water-climate-agriculture nexus under climate change.” Environ. Dev. 37: 100612. https://doi.org/10.1016/j.envdev.2021.100612.
Hocaoglu, S. M. 2017. “Evaluations of on-site wastewater reuse alternatives for hotels through water balance.” Resour. Conserv. Recycl. 122: 43–50. https://doi.org/10.1016/j.resconrec.2017.01.022.
Jaber, J. O., and M. S. Mohsen. 2001. “Evaluation of non-conventional water resources supply in Jordan.” Desalination 136 (1–3): 83–92. https://doi.org/10.1016/S0011-9164(01)00168-0.
Ju-Long, D. 1982. “Control problems of grey systems.” Syst. Control Lett. 1 (5): 288–294. https://doi.org/10.1016/S0167-6911(82)80025-X.
Keshavarz Ghorabaee, M., E. K. Zavadskas, L. Olfat, and Z. Turskis. 2015. “Multi-Criteria inventory classification using a new method of evaluation based on distance from average solution (EDAS).” Informatica 26 (3): 435–451. https://doi.org/10.15388/Informatica.2015.57.
Kim, Y., E.-S. Chung, S.-M. Jun, and S. U. Kim. 2013. “Prioritizing the best sites for treated wastewater instream use in an urban watershed using fuzzy TOPSIS.” Resour. Conserv. Recycl. 73: 23–32. https://doi.org/10.1016/j.resconrec.2012.12.009.
Mahjouri, N., and E. Pourmand. 2017. “A social choice-based methodology for treated wastewater reuse in urban and suburban areas.” Environ. Monit. Assess. 189 (7): 1–18. https://doi.org/10.1007/s10661-017-6039-7.
Mosadeghi, R., J. Warnken, R. Tomlinson, and H. Mirfenderesk. 2013. “Uncertainty analysis in the application of multi-criteria decision-making methods in Australian strategic environmental decisions.” J. Environ. Plann. Manage. 56 (8): 1097–1124. https://doi.org/10.1080/09640568.2012.717886.
Narayanamoorthy, S., V. Annapoorani, D. Kang, and L. Ramya. 2019. “Sustainable assessment for selecting the best alternative of reclaimed water Use under hesitant fuzzy multi-criteria decision making.” IEEE Access 7: 137217. https://doi.org/10.1109/ACCESS.2019.2942207.
Neji, H. B. B., and S. Y. Turki. 2015. “GIS – based multicriteria decision analysis for the delimitation of an agricultural perimeter irrigated with treated wastewater.” Agric. Water Manage. 162: 78–86. https://doi.org/10.1016/j.agwat.2015.08.020.
Paul, M., M. Negahban-Azar, A. Shirmohammadi, and H. Montas. 2020. “Assessment of agricultural land suitability for irrigation with reclaimed water using geospatial multi-criteria decision analysis.” Agric. Water Manage. 231: 105987. https://doi.org/10.1016/j.agwat.2019.105987.
Saaty, T. L. 1989. “Decision making, scaling, and number crunching.” Decis. Sci. 20 (2): 404–409. https://doi.org/10.1111/j.1540-5915.1989.tb01887.x.
Saaty, T. L. 1996. The analytic network process. Pittsburgh: RWS Publications.
Zolfaghary, P., M. Zakerinia, and H. Kazemi. 2021. “A model for the use of urban treated wastewater in agriculture using multiple criteria decision making (MCDM) and geographic information system (GIS).” Agric. Water Manage. 243: 106490. https://doi.org/10.1016/j.agwat.2020.106490.
Information & Authors
Information
Published In
Copyright
© 2021 American Society of Civil Engineers.
History
Received: Dec 14, 2020
Accepted: Mar 10, 2021
Published online: Apr 28, 2021
Published in print: Jul 1, 2021
Discussion open until: Sep 28, 2021
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.
Cited by
- Melvin Daniel, M. Mansoor Ahammed, Irshad N. Shaikh, Selection of Greywater Reuse Options Using Multi-criteria Decision-making Techniques, Water Conservation Science and Engineering, 10.1007/s41101-023-00181-4, 8, 1, (2023).
- Dharmasanam Ravi Teja, Padimala Shanmuka Sai Kumar, Namrata Jariwala, Application of multi-criteria decision-making techniques to develop modify-leachate pollution index, Environmental Science and Pollution Research, 10.1007/s11356-023-25178-3, 30, 14, (41172-41186), (2023).
- C. P. Pham, P. T. Nguyen, P. T. Phan, Application of the Grey System Theory in Construction Management, Engineering, Technology & Applied Science Research, 10.48084/etasr.5145, 12, 5, (9087-9091), (2022).
- Kosar Ebrahimzadeh Azbari, Parisa-Sadat Ashofteh, Parvin Golfam, Vijay P. Singh, Optimal wastewater allocation with the development of an SECA multi-criteria decision-making method, Journal of Cleaner Production, 10.1016/j.jclepro.2021.129041, 321, (129041), (2021).