IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i2p631-d308892.html
   My bibliography  Save this article

Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems

Author

Listed:
  • Rabee Rustum

    (School of Energy, Geoscience, Infrastructure and Society, Heriot-Watt University, UK, Dubai Campus, Dubai International Academic City, P.O. Box 294345 Dubai, UAE)

  • Anu Mary John Kurichiyanil

    (School of Energy, Geoscience, Infrastructure and Society, Heriot-Watt University, UK, Dubai Campus, Dubai International Academic City, P.O. Box 294345 Dubai, UAE)

  • Shaun Forrest

    (Department of Geography, Carleton University, 1125 Colonel by Drive, Ottawa, ON K1S 5B6, Canada)

  • Corrado Sommariva

    (ILF Consulting EngineersߞAbu Dhabi, Al Reem Island, Sky Tower, Unit 36-01, 36th Floor, P.O. Box 73250 Abu Dhabi, UAE)

  • Adebayo J. Adeloye

    (School of Energy, Geoscience, Infrastructure and Society, Heriot-Watt University, UK, Dubai Campus, Dubai International Academic City, P.O. Box 294345 Dubai, UAE)

  • Mohammad Zounemat-Kermani

    (Water Engineering Department, Shahid Bahonar University of Kerman, 76169-14111 Kerman, Iran)

  • Miklas Scholz

    (Division of Water Resources Engineering (TVRL), Department of Building and Environmental Technology, Faculty of Engineering, Lund University, P.O. Box 118, 22100 Lund, Sweden
    Civil Engineering Research Group, School of Computing, Science and Engineering, The University of Salford, Newton Building, Salford M5 4WT, UK
    Department of Civil Engineering Science, School of Civil Engineering and the Built Environment, University of Johannesburg, Kingsway Campus, P.O. Box 524, Aukland Park 2006, Johannesburg, South Africa)

Abstract

As water desalination continues to expand globally, desalination plants are continually under pressure to meet the requirements of sustainable development. However, the majority of desalination sustainability research has focused on new desalination projects, with limited research on sustainability performance of existing desalination plants. This is particularly important while considering countries with limited resources for freshwater such as the United Arab Emirates (UAE) as it is heavily reliant on existing desalination infrastructure. In this regard, the current research deals with the sustainability analysis of desalination processes using a generic sustainability ranking framework based on Mamdani Fuzzy Logic Inference Systems. The fuzzy-based models were validated using data from two typical desalination plants in the UAE. The promising results obtained from the fuzzy ranking framework suggest this more in-depth sustainability analysis should be beneficial due to its flexibility and adaptability in meeting the requirements of desalination sustainability.

Suggested Citation

  • Rabee Rustum & Anu Mary John Kurichiyanil & Shaun Forrest & Corrado Sommariva & Adebayo J. Adeloye & Mohammad Zounemat-Kermani & Miklas Scholz, 2020. "Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems," Sustainability, MDPI, vol. 12(2), pages 1-22, January.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:2:p:631-:d:308892
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/2/631/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/2/631/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    2. Prato, Tony, 2007. "Assessing ecosystem sustainability and management using fuzzy logic," Ecological Economics, Elsevier, vol. 61(1), pages 171-177, February.
    3. Robert B. Gibson, 2006. "Beyond The Pillars: Sustainability Assessment As A Framework For Effective Integration Of Social, Economic And Ecological Considerations In Significant Decision-Making," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 8(03), pages 259-280.
    4. Phillis, Yannis A. & Andriantiatsaholiniaina, Luc A., 2001. "Sustainability: an ill-defined concept and its assessment using fuzzy logic," Ecological Economics, Elsevier, vol. 37(3), pages 435-456, June.
    5. Vrishali Subramanian & Elena Semenzin & Danail Hristozov & Esther Zondervan-van den Beuken & Igor Linkov & Antonio Marcomini, 2015. "Review of decision analytic tools for sustainable nanotechnology," Environment Systems and Decisions, Springer, vol. 35(1), pages 29-41, March.
    6. Gagliardi, Francesco & Roscia, Mariacristina & Lazaroiu, Gheorghe, 2007. "Evaluation of sustainability of a city through fuzzy logic," Energy, Elsevier, vol. 32(5), pages 795-802.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xin Xu & Ahmed Shaker & Marwa S. Salem, 2022. "Automatic Control of a Mobile Manipulator Robot Based on Type-2 Fuzzy Sliding Mode Technique," Mathematics, MDPI, vol. 10(20), pages 1-18, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kevin Summers & Melissa McCullough & Elizabeth Smith & Maureen Gwinn & Fran Kremer & Mya Sjogren & Andrew Geller & Michael Slimak, 2014. "The Sustainable and Healthy Communities Research Program: The Environmental Protection Agency’s Research Approach to Assisting Community Decision-Making," Sustainability, MDPI, vol. 6(1), pages 1-13, January.
    2. Weiwei Li & Pingtao Yi & Danning Zhang, 2018. "Sustainability Evaluation of Cities in Northeastern China Using Dynamic TOPSIS-Entropy Methods," Sustainability, MDPI, vol. 10(12), pages 1-15, December.
    3. Andriantiatsaholiniaina, Luc A. & Kouikoglou, Vassilis S. & Phillis, Yannis A., 2004. "Evaluating strategies for sustainable development: fuzzy logic reasoning and sensitivity analysis," Ecological Economics, Elsevier, vol. 48(2), pages 149-172, February.
    4. Jarkko Levänen & Mokter Hossain & Tatu Lyytinen & Anne Hyvärinen & Sini Numminen & Minna Halme, 2015. "Implications of Frugal Innovations on Sustainable Development: Evaluating Water and Energy Innovations," Sustainability, MDPI, vol. 8(1), pages 1-17, December.
    5. Huiqin Zhang & Ting Deng & Meng Wang & Xudong Chen, 2019. "Content Analysis of Talent Policy on Promoting Sustainable Development of Talent: Taking Sichuan Province as an Example," Sustainability, MDPI, vol. 11(9), pages 1-17, April.
    6. Jam Shahzaib Khan & Rozana Zakaria & Siti Mazzuana Shamsudin & Nur Izie Adiana Abidin & Shaza Rina Sahamir & Darul Nafis Abbas & Eeydzah Aminudin, 2019. "Evolution to Emergence of Green Buildings: A Review," Administrative Sciences, MDPI, vol. 9(1), pages 1-20, January.
    7. Daniel Kiel & Julian M. Müller & Christian Arnold & Kai-Ingo Voigt, 2017. "Sustainable Industrial Value Creation: Benefits And Challenges Of Industry 4.0," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-34, December.
    8. Houshyar, Ehsan & Azadi, Hossein & Almassi, Morteza & Sheikh Davoodi, Mohammad Javad & Witlox, Frank, 2012. "Sustainable and efficient energy consumption of corn production in Southwest Iran: Combination of multi-fuzzy and DEA modeling," Energy, Elsevier, vol. 44(1), pages 672-681.
    9. Mehrbakhsh Nilashi & Fausto Cavallaro & Abbas Mardani & Edmundas Kazimieras Zavadskas & Sarminah Samad & Othman Ibrahim, 2018. "Measuring Country Sustainability Performance Using Ensembles of Neuro-Fuzzy Technique," Sustainability, MDPI, vol. 10(8), pages 1-20, August.
    10. Santiago Porras Álvarez & Kyungsun Lee & Jiyoung Park & Sun-Young Rieh, 2016. "A Comparative Study on Sustainability in Architectural Education in Asia—With a Focus on Professional Degree Curricula," Sustainability, MDPI, vol. 8(3), pages 1-32, March.
    11. Jovanovic, Marina & Afgan, Naim & Bakic, Vukman, 2010. "An analytical method for the measurement of energy system sustainability in urban areas," Energy, Elsevier, vol. 35(9), pages 3909-3920.
    12. Philipp Haessler, 2020. "Strategic Decisions between Short-Term Profit and Sustainability," Administrative Sciences, MDPI, vol. 10(3), pages 1-31, September.
    13. Ju Liu & Bo Bengtsson & Helena Bohman & Karin Staffansson Pauli, 2020. "A System Model and An Innovation Approach toward Sustainable Housing Renovation," Sustainability, MDPI, vol. 12(3), pages 1-16, February.
    14. Uta Schirpke & Lukas Egarter Vigl & Erich Tasser & Ulrike Tappeiner, 2019. "Analyzing Spatial Congruencies and Mismatches between Supply, Demand and Flow of Ecosystem Services and Sustainable Development," Sustainability, MDPI, vol. 11(8), pages 1-19, April.
    15. Kuhmonen, Tuomas, 2017. "Exposing the attractors of evolving complex adaptive systems by utilising futures images: Milestones of the food sustainability journey," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 214-225.
    16. Paolo Prosperi & Iuri Peri, 2014. "Concepts and methods for sustainability assessment: Insights from food security," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 2014(1), pages 23-34.
    17. Ernesto Leon-Castro & Fabio Blanco-Mesa & Victor Alfaro-Garcia & Anna M. Gil-Lafuente & Jose M. Merigo, 2021. "Fuzzy systems in innovation and sustainability," Computational and Mathematical Organization Theory, Springer, vol. 27(4), pages 377-383, December.
    18. Justyna Maliszewska-Nienartowicz, 2020. "Accessibility for Persons with Disabilities as an Important Element of Economic and Social Development: The European Union Case," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 1084-1099.
    19. Dara K. Dimitrov & Howard Davey, 2011. "Sustainable development: what it means to CFOs of New Zealand," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 19(1), pages 86-108, May.
    20. Ditty, J.M. & Rezende, C.E., 2014. "Unjust and unsustainable: A case study of the Açu port industrial complex," Marine Policy, Elsevier, vol. 45(C), pages 82-88.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:2:p:631-:d:308892. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.