Abstract

In the face of a highly uncertain future, there is a need for water utilities to develop structured approaches for the long-term strategic design of water distribution networks (WDNs). A new conceptual framework for developing an integrative approach based on a multicriteria decision analysis (MCDA), embracing an optimization model to size flexible alternatives, is proposed. The flexible solutions are evaluated through MCDA for all the criteria (investment costs, carbon emissions, resilience, and reliability of WDNs) across all the scenarios generated for the sake of robustness and will help to adapt WDNs to changing conditions over a long planning horizon, divided into phases. The alternatives are ranked through two different MCDA methods, Preference Ranking Organization METHod for Enrichment of Evaluations (PROMETHEE) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS), so that decision makers will have more comprehensive information for analyzing highly ranked design solutions and after the first phase, solutions for the other phases can be reassessed by the same dynamic adaptive framework.

Get full access to this article

View all available purchase options and get full access to this article.

References

Ashbolt, S. C., and B. J. C. Perera. 2017. “Multicriteria analysis to select an optimal operating option for a water grid.” J. Water. Resour. Plann. Manage. 143 (8): 05017005. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000779.
Beh, E., F. Zheng, G. Dandy, H. Maier, and Z. Kapelan. 2017. “Robust optimization of water infrastructure planning under deep uncertainty using metamodels.” Environ. Modell. Software 93: 92–105. https://doi.org/10.1016/j.envsoft.2017.03.013.
Behzadian, M., R. Kazemzadeh, A. Albadvi, and M. Aghdasi. 2010. “PROMETHEE: A comprehensive literature review on methodologies and applications.” Eur. J. Oper. Res. 200 (1): 198–215. https://doi.org/10.1016/j.ejor.2009.01.021.
Behzadian, M., S. K. Otaghsara, M. Yazdani, and J. Ignatius. 2012. “A state-of the-art survey of TOPSIS applications.” Expert Syst. Appl. 39 (17): 13051–13069. https://doi.org/10.1016/j.eswa.2012.05.056.
Belton, V., and T. J. Stewart. 2002. Multiple criteria decision analysis: An integrated approach, 372. New York: Springer.
Brans, J. P., and P. Vincke. 1985. “A preference ranking organisation method: (The PROMETHEE method for multiple criteria decision-making).” Manage. Sci. 31 (6): 647–656. https://doi.org/10.1287/mnsc.31.6.647.
Carpitella, S., B. Brentan, I. Montalvo, J. Izquierdo, and A. Certa. 2018. “Multi-objective and multi-criteria analysis for optimal pump scheduling in water systems.” In HIC2018, edited by G. La Loggia, G. Freni, V. Puleo, and M. De Marchis, 364–371. Mysore, India: Kalpa Publishing.
Chand, S., and M. Wagner. 2015. “Evolutionary many-objective optimization: A quick-start guide.” Surv Oper. Res. Manage. Sci. 20 (2): 35–42. https://doi.org/10.1016/j.sorms.2015.08.001.
Choi, T., J. Han, and J. Koo. 2015. “Decision method for rehabilitation priority of water distribution system using ELECTRE method.” Desalin. Water Treat. 53 (9): 2369–2377. https://doi.org/10.1080/19443994.2014.927122.
Cinelli, M., S. R. Coles, and K. Kirwan. 2014. “Analysis of the potentials of multi criteria decision analysis methods to conduct sustainability assessment.” Ecol. Indic. 46: 138–148. https://doi.org/10.1016/j.ecolind.2014.06.011.
Creaco, E., M. Franchini, and E. Todini. 2016a. “Generalized resilience and failure indices for use with pressure-driven modeling and leakage.” J. Water Resour. Plann. Manage. 142 (8): 4016019. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000656.
Creaco, E., M. Franchini, and E. Todini. 2016b. “The combined use of resilience and loop diameter uniformity as a good indirect measure of network reliability.” Urban Water J. 13 (2): 167–181. https://doi.org/10.1080/1573062X.2014.949799.
Creaco, E., M. Franchini, and T. Walski. 2014. “Accounting for phasing of construction within the design of water distribution networks.” J. Water Resour. Plann. Manage. 140 (5): 598–606. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000358.
Creaco, E., M. Franchini, and T. Walski. 2015. “Taking account of uncertainty in demand growth when phasing the construction of a water distribution network.” J. Water Resour. Plann. Manage. 141 (2): 4014049. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000441.
Cunha, M., and J. Sousa. 1999. “Water distribution network design optimization: Simulated annealing approach.” J. Water Resour. Plann. Manage. 125 (4): 215–221. https://doi.org/10.1061/(ASCE)0733-9496(1999)125:4(215).
Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A fast and elitist multiobjective genetic algorithm: NSGA-II.” IEEE Trans. Evol. Comput. 6 (2): 182–197. https://doi.org/10.1109/4235.996017.
De Keyser, W., and P. Peeters. 1996. “A note on the use of PROMETHEE multicriteria methods.” Eur. J. Oper. Res. 89 (3): 457–461. https://doi.org/10.1016/0377-2217(94)00307-6.
DWSD (Detroit Water and Sewerage Department). 2004. Summary report: Comprehensive water master plan. Englewood, CO: CH2M HILL.
El Amine, M., J. Pailhes, and N. Perry. 2014. “Comparison of different Multiple-criteria decision analysis methods in the context of conceptual design: Application to the development of a solar collector structure.” In Proc., Joint Conf. on Mechanical Design Engineering and Advanced Manufacturing, 1–6. Toulouse, France: Science Arts & Métiers.
Figueira, J., S. Greco, and M. Ehrgott. 2005. Multiple criteria decision analysis: State of the art surveys, 1009. New York: Springer.
Fujiwara, O., and D. B. Khang. 1990. “A two-phase decomposition method for optimal design of looped water distribution networks.” Water Resour. Res. 26 (4): 539–549. https://doi.org/10.1029/WR026i004p00539.
García-Cascales, M. S., and M. T. Lamata. 2012. “On rank reversal and TOPSIS method.” Math Comput. Model. 56 (5–6): 123–132. https://doi.org/10.1016/j.mcm.2011.12.022.
Gheisi, A., and G. Naser. 2015. “Multistate reliability of water-distribution systems: Comparison of surrogate measures.” J. Water Resour. Plann. Manage. 141 (10): 04015018. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000529.
Greene, R., R. Devillers, J. E. Luther, and B. G. Eddy. 2011. “GIS-based multiple-criteria decision analysis.” Geogr. Compass. 5 (6): 412–432. https://doi.org/10.1111/j.1749-8198.2011.00431.x.
Guarini, M., F. Battisti, and A. Chiovitti. 2018. “A methodology for the selection of multi-criteria decision analysis methods in real estate and land management processes.” Sustainability 10 (2): 507. https://doi.org/10.3390/su10020507.
Hwang, C. L., and K. Yoon. 1981. Multiple attribute decision making: Methods and applications a state-of-the-art survey, 270. Berlin: Springer.
Ismaeel, M., and T. Zayed. 2018. “Integrated performance assessment model for water networks.” J. Infrastruct. Syst. 24 (2): 04018005. https://doi.org/10.1061/(ASCE)IS.1943-555X.0000419.
Kabir, G., R. Sadiq, and S. Tesfamariam. 2014. “A review of multi-criteria decision-making methods for infrastructure management.” Struct. Infrastruct. Eng. 10 (9): 1176–1210. https://doi.org/10.1080/15732479.2013.795978.
Kirkpatrick, S., C. D. Gelatt, and M. P. Vecchi. 1983. “Optimization by simulated annealing.” Science 220 (4598): 671–680. https://doi.org/10.1126/science.220.4598.671.
Kittur, J. 2015. “Using the PROMETHEE and TOPSIS multi-criteria decision making methods to evaluate optimal generation.” In Proc., Int Conf. on Power and Advanced Control Engineering, 80–85. IEEE: New York.
Lempert, R. J., and D. G. Groves. 2010. “Identifying and evaluating robust adaptive policy responses to climate change for water management agencies in the American west.” Technol. Forecast Social Change 77 (6): 960–974. https://doi.org/10.1016/j.techfore.2010.04.007.
Liu, J., and R. Han. 2018. “Spectral clustering and multicriteria decision for design of district metered areas.” J. Water Resour. Plann. Manage. 144 (5): 04018013. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000916.
Maier, H. R., et al. 2014. “Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.” Environ. Modell. Software 62: 271–299. https://doi.org/10.1016/j.envsoft.2014.09.013.
Maier, H. R., J. H. A. Guillaume, H. van Delden, G. A. Riddell, M. Haasnoot, and J. H. Kwakkel. 2016. “An uncertain future, deep uncertainty, scenarios, robustness and adaptation: How do they fit together?” Environ. Modell. Software 81: 154–164. https://doi.org/10.1016/j.envsoft.2016.03.014.
Mala-Jetmarova, H., N. Sultanova, and D. Savic. 2018. “Lost in optimisation of water distribution systems? A literature review of system design.” Water 10 (3): 307. https://doi.org/10.3390/w10030307.
Mareschal, B. 2013. “Visual PROMETHEE 1.4 manual.” VPSolutions, Technical Rep., Accessed March, 27, 2019. http://www.promethee-gaia.net/files/VPManual.pdf.
Marques, J., M. Cunha, and D. Savić. 2015a. “Multi-objective optimization of water distribution systems based on a real options approach.” Environ. Modell. Software 63 (1): 1–13. https://doi.org/10.1016/j.envsoft.2014.09.014.
Marques, J., M. Cunha, and D. Savić. 2015b. “Using real options for an eco-friendly design of water distribution systems.” J. Hydroinf. 17 (1): 20–35. https://doi.org/10.2166/hydro.2014.122.
Marques, J., M. Cunha, and D. Savić. 2015c. “Using real options in the optimal design of water distribution networks.” J. Water Resour. Plann. Manage. 141 (2): 4014052. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000448.
Marques, J., M. Cunha, and D. Savić. 2017. “Ranking alternatives for the flexible phased design of water distribution networks.” In Vol. 186 of Proc., WDSA2016, Procedia Engineering, 567–575. Amsterdam, Netherlands: Elsevier.
Marques, J., M. Cunha, and D. Savić. 2018. “Many-objective optimization model for the flexible design of water distribution networks.” J. Environ. Manage. 226: 308–319. https://doi.org/10.1016/j.jenvman.2018.08.054.
Maurer, M., A. Bufardi, E. Tilley, C. Zurbrügg, and B. Truffer. 2012. “A compatibility-based procedure designed to generate potential sanitation system alternatives.” J. Environ. Manage. 104: 51–61. https://doi.org/10.1016/j.jenvman.2012.03.023.
Milly, P. C. D., J. Betancourt, M. Falkenmark, R. M. Hirsch, Z. W. Kundzewicz, D. P. Lettenmaier, and R. J. Stouffer. 2008. “Climate change. Stationarity is dead: Whither water management?” Science 319 (5863): 573–574. https://doi.org/10.1126/science.1151915.
Morley, M. S., and C. Tricarico. 2008. Pressure driven demand extension for EPANET (EPANETpdd). Exeter, UK: Centre for Water Systems, Univ. of Exeter.
Mulliner, E., N. Malys, and V. Maliene. 2016. “Comparative analysis of MCDM methods for the assessment of sustainable housing affordability.” Omega 59: 146–156. https://doi.org/10.1016/j.omega.2015.05.013.
Mutikanga, H., S. Sharma, and K. Vairavamoorthy. 2011. “Multi-criteria decision analysis: A strategic planning tool for water loss management.” Water Resour. Manage. 25 (14): 3947–3969. https://doi.org/10.1007/s11269-011-9896-9.
Pardalos, P., Y. Siskos, and C. Zopounidis. 1995. Advances in multicriteria analysis, 250. New York: Springer.
Roach, T., Z. Kapelan, R. Ledbetter, and M. Ledbetter. 2016. “Comparison of robust optimization and info-gap methods for water resource management under deep uncertainty.” J. Water Resour. Plann. Manage. 142 (9): 4016028. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000660.
Rocco, C. M., E. Hernández-Perdomo, and K. Barker. 2016. “Multicriteria decision analysis approach for stochastic ranking with application to network resilience.” J. Risk Uncertainty Eng. Syst. Part A Civ. Eng. 2 (1): 04015018. https://doi.org/10.1061/AJRUA6.0000854.
Salehi, S., M. Tabesh, and M. Jalili Ghazizadeh. 2018. “HRDM method for rehabilitation of pipes in water distribution networks with inaccurate operational-failure data.” J. Water Resour. Plann. Manage. 144 (9): 04018053. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000943.
Scholten, L., A. Scheidegger, P. Reichert, M. Mauer, and J. Lienert. 2014. “Strategic rehabilitation planning of piped water networks using multi-criteria decision analysis.” Water Res. 49: 124–143. https://doi.org/10.1016/j.watres.2013.11.017.
Tanyimboh, T., K. Ward, T. Prasad, E. Jarvis, and A. Kanyoza. 2009. “Multiobjective optimization and multicriteria decision making for water networks.” In Integrating water systems, 263–268. Boca Raton, FL: CRC Press.
Todini, E. 2000. “Looped water distribution networks design using a resilience index based heuristic approach.” Urban Water. J. 2 (2): 115–122. https://doi.org/10.1016/S1462-0758(00)00049-2.
Tscheikner-Gratl, F., P. Egger, W. Rauch, and M. Kleidorfer. 2017. “Comparison of multi-criteria decision support methods for integrated rehabilitation prioritization.” Water 9 (2): 68. https://doi.org/10.3390/w9020068.
Velasquez, M., and P. T. Hester. 2013. “An analysis of multi-criteria decision making methods.” Int. J. Oper. Res. 10 (2): 56–66.
Walker, W. E., R. J. Lempert, and J. H. Kwakkel. 2013. “Deep uncertainty.” In Encyclopedia of operations research and management science, 395–402. New York: Springer US.
Wang, Q., M. Guidolin, D. Savic, and Z. Kapelan. 2015. “Two-objective design of benchmark problems of a water distribution system via MOEAs: Towards the best-known approximation of the true pareto front.” J. Water Resour. Plann. Manage. 141 (3): 04014060. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000460.
Wang, Q., D. A. Savić, and Z. Kapelan. 2017. “GALAXY: A new hybrid MOEA for the optimal design of water distribution systems.” Water Resour. Res. 53 (3): 1997–2015. https://doi.org/10.1002/2016WR019854.
Wang, X., and H. K. Chan. 2013. “A hierarchical fuzzy TOPSIS approach to assess improvement areas when implementing green supply chain initiatives.” Int. J. Prop. Res. 51 (10): 3117–3130. https://doi.org/10.1080/00207543.2012.754553.
Watson, A. A., and J. R. Kasprzyk. 2017. “Incorporating deeply uncertain factors into the many objective search process.” Environ. Modell. Software 89: 159–171. https://doi.org/10.1016/j.envsoft.2016.12.001.
Widianta, M. M. D., T. Rizaldi, D. P. S. Setyohadi, and H. Y. Riskiawan. 2018. “Comparison of multi-criteria decision support methods (AHP, TOPSIS, SAW & PROMENTHEE) for employee placement.” J. Phys. Conf. Ser. 953 (1): 012116. https://doi.org/10.1088/1742-6596/953/1/012116.
Yazdandoost, F., and A. Izadi. 2016. “A decision-making framework for designing water distribution networks based on multi-objective optimisation.” Int. J. Multicriteria Decis. Making 6 (4): 269–289. https://doi.org/10.1504/IJMCDM.2016.081379.
Zhou, Y. 2018. Deterioration and optimal rehabilitation modelling for urban water distribution systems. London: CRC Press.
Zyoud, S. H., H. Shaheen, S. Samhan, A. Rabi, F. Al-Wadi, and D. Fuchs-Hanusch. 2016. “Utilizing analytic hierarchy process (AHP) for decision making in water loss management of intermittent water supply systems.” J Water Sanitation Hyg. Dev. 6 (4): 534–546. https://doi.org/10.2166/washdev.2016.123.

Information & Authors

Information

Published In

Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 145Issue 7July 2019

History

Received: May 4, 2018
Accepted: Dec 21, 2018
Published online: Apr 30, 2019
Published in print: Jul 1, 2019
Discussion open until: Sep 30, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Maria Cunha, M.ASCE [email protected]
Full Professor, Institute for Systems Engineering and Computers at Coimbra, Dept. of Civil Engineering, Univ. of Coimbra, Coimbra 3030-788, Portugal (corresponding author). Email: [email protected]
Researcher, Institute for Systems Engineering and Computers at Coimbra, Dept. of Civil Engineering, Univ. of Coimbra, Coimbra 3030-788, Portugal. ORCID: https://orcid.org/0000-0001-5481-362X. Email: [email protected]
Associate Professor, Dipartimento di Ingegneria Civile e Architettura, Univ. of Pavia, Via Ferrata 3, Pavia 27100, Italy. ORCID: https://orcid.org/0000-0003-4422-2417. Email: [email protected]
Dragan Savić, A.M.ASCE [email protected]
Full Professor, Centre for Water Systems, School of Engineering, Computing and Mathematics, Univ. of Exeter, Exeter EX4 4QF, UK. Email: [email protected]

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

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share