IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v39y2014icp1173-1184.html
   My bibliography  Save this article

Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties

Author

Listed:
  • Troldborg, Mads
  • Heslop, Simon
  • Hough, Rupert L.

Abstract

Multi-criteria analyses (MCAs) are often applied to assess and compare the sustainability of different renewable energy technologies or energy plans with the aim to provide decision-support for choosing the most sustainable and suitable options either for a given location or more generically. MCAs are attractive given the multi-dimensional and complex nature of sustainability assessments, which typically involve a range of conflicting criteria featuring different forms of data and information. However, the input information on which the MCA is based is often associated with uncertainties. The aim of this study was to develop and apply a MCA for a national-scale sustainability assessment and ranking of eleven renewable energy technologies in Scotland and to critically investigate how the uncertainties in the applied input information influence the result. The developed MCA considers nine criteria comprising three technical, three environmental and three socio-economic criteria. Extensive literature reviews for each of the selected criteria were carried out and the information gathered was used with MCA to provide a ranking of the renewable energy alternatives. The reviewed criteria values were generally found to have wide ranges for each technology. To account for this uncertainty in the applied input information, each of the criteria values were defined by probability distributions and the MCA run using Monte Carlo simulation. Hereby a probabilistic ranking of the renewable energy technologies was provided. We show that the ranking provided by the MCA in our specific case is highly uncertain due to the uncertain input information. We conclude that it is important that future MCA studies address these uncertainties explicitly, when assessing the sustainability of different energy projects to obtain more robust results and ensure better informed decision-making.

Suggested Citation

  • Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
  • Handle: RePEc:eee:rensus:v:39:y:2014:i:c:p:1173-1184
    DOI: 10.1016/j.rser.2014.07.160
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032114006121
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2014.07.160?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Stacey L. Dolan & Garvin A. Heath, 2012. "Life Cycle Greenhouse Gas Emissions of Utility‐Scale Wind Power," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 136-154, April.
    2. Streimikiene, Dalia & Balezentis, Tomas & Krisciukaitienė, Irena & Balezentis, Alvydas, 2012. "Prioritizing sustainable electricity production technologies: MCDM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3302-3311.
    3. Dalla Rosa, A. & Christensen, J.E., 2011. "Low-energy district heating in energy-efficient building areas," Energy, Elsevier, vol. 36(12), pages 6890-6899.
    4. Haralambopoulos, D.A. & Polatidis, H., 2003. "Renewable energy projects: structuring a multi-criteria group decision-making framework," Renewable Energy, Elsevier, vol. 28(6), pages 961-973.
    5. Charles Warren & Carolyn Lumsden & Simone O'Dowd & Richard Birnie, 2005. "'Green On Green': Public perceptions of wind power in Scotland and Ireland," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 48(6), pages 853-875.
    6. Hondo, Hiroki, 2005. "Life cycle GHG emission analysis of power generation systems: Japanese case," Energy, Elsevier, vol. 30(11), pages 2042-2056.
    7. Doukas, Haris Ch. & Andreas, Botsikas M. & Psarras, John E., 2007. "Multi-criteria decision aid for the formulation of sustainable technological energy priorities using linguistic variables," European Journal of Operational Research, Elsevier, vol. 182(2), pages 844-855, October.
    8. Goumas, M. & Lygerou, V., 2000. "An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects," European Journal of Operational Research, Elsevier, vol. 123(3), pages 606-613, June.
    9. Browne, David & O'Regan, Bernadette & Moles, Richard, 2010. "Use of multi-criteria decision analysis to explore alternative domestic energy and electricity policy scenarios in an Irish city-region," Energy, Elsevier, vol. 35(2), pages 518-528.
    10. Dalton, G.J. & Lewis, T., 2011. "Metrics for measuring job creation by renewable energy technologies, using Ireland as a case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 2123-2133, May.
    11. Singh, H. & Muetze, A. & Eames, P.C., 2010. "Factors influencing the uptake of heat pump technology by the UK domestic sector," Renewable Energy, Elsevier, vol. 35(4), pages 873-878.
    12. San Cristóbal, J.R., 2011. "Multi-criteria decision-making in the selection of a renewable energy project in spain: The Vikor method," Renewable Energy, Elsevier, vol. 36(2), pages 498-502.
    13. Rovere, Emilio Lebre La & Soares, Jeferson Borghetti & Oliveira, Luciano Basto & Lauria, Tatiana, 2010. "Sustainable expansion of electricity sector: Sustainability indicators as an instrument to support decision making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 422-429, January.
    14. Allan, Grant & Gilmartin, Michelle & McGregor, Peter & Swales, Kim, 2011. "Levelised costs of Wave and Tidal energy in the UK: Cost competitiveness and the importance of "banded" Renewables Obligation Certificates," Energy Policy, Elsevier, vol. 39(1), pages 23-39, January.
    15. Iyer, A.S. & Couch, S.J. & Harrison, G.P. & Wallace, A.R., 2013. "Variability and phasing of tidal current energy around the United Kingdom," Renewable Energy, Elsevier, vol. 51(C), pages 343-357.
    16. Annekatrin Lehmann & Daniela Russi & Alba Bala & Matthias Finkbeiner & Pere Fullana-i-Palmer, 2011. "Integration of Social Aspects in Decision Support, Based on Life Cycle Thinking," Sustainability, MDPI, vol. 3(4), pages 1-16, March.
    17. Onat, Nevzat & Bayar, Haydar, 2010. "The sustainability indicators of power production systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 3108-3115, December.
    18. Devine-Wright, Patrick, 2011. "Enhancing local distinctiveness fosters public acceptance of tidal energy: A UK case study," Energy Policy, Elsevier, vol. 39(1), pages 83-93, January.
    19. Beccali, M. & Cellura, M. & Mistretta, M., 2003. "Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology," Renewable Energy, Elsevier, vol. 28(13), pages 2063-2087.
    20. Afgan, Naim H. & Carvalho, Maria G., 2002. "Multi-criteria assessment of new and renewable energy power plants," Energy, Elsevier, vol. 27(8), pages 739-755.
    21. Burton, Jonathan & Hubacek, Klaus, 2007. "Is small beautiful? A multicriteria assessment of small-scale energy technology applications in local governments," Energy Policy, Elsevier, vol. 35(12), pages 6402-6412, December.
    22. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(4), pages 365-381, August.
    23. Fausto Cavallaro & University of Molise, 2005. "An Integrated Multi-Criteria System to Assess Sustainable Energy Options: An Application of the Promethee Method," Working Papers 2005.22, Fondazione Eni Enrico Mattei.
    24. Greening, Benjamin & Azapagic, Adisa, 2012. "Domestic heat pumps: Life cycle environmental impacts and potential implications for the UK," Energy, Elsevier, vol. 39(1), pages 205-217.
    25. Amponsah, Nana Yaw & Troldborg, Mads & Kington, Bethany & Aalders, Inge & Hough, Rupert Lloyd, 2014. "Greenhouse gas emissions from renewable energy sources: A review of lifecycle considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 461-475.
    26. Frick, Stephanie & Kaltschmitt, Martin & Schröder, Gerd, 2010. "Life cycle assessment of geothermal binary power plants using enhanced low-temperature reservoirs," Energy, Elsevier, vol. 35(5), pages 2281-2294.
    27. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    28. van der Horst, Dan, 2007. "NIMBY or not? Exploring the relevance of location and the politics of voiced opinions in renewable energy siting controversies," Energy Policy, Elsevier, vol. 35(5), pages 2705-2714, May.
    29. Kelly, K.A. & McManus, M.C. & Hammond, G.P., 2012. "An energy and carbon life cycle assessment of tidal power case study: The proposed Cardiff–Weston severn barrage scheme," Energy, Elsevier, vol. 44(1), pages 692-701.
    30. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process," Energy Policy, Elsevier, vol. 37(3), pages 788-798, March.
    31. Cavallaro, Fausto & Ciraolo, Luigi, 2005. "A multicriteria approach to evaluate wind energy plants on an Italian island," Energy Policy, Elsevier, vol. 33(2), pages 235-244, January.
    32. Tsoutsos, Theocharis & Drandaki, Maria & Frantzeskaki, Niki & Iosifidis, Eleftherios & Kiosses, Ioannis, 2009. "Sustainable energy planning by using multi-criteria analysis application in the island of Crete," Energy Policy, Elsevier, vol. 37(5), pages 1587-1600, May.
    33. West, J. & Bailey, I. & Winter, M., 2010. "Renewable energy policy and public perceptions of renewable energy: A cultural theory approach," Energy Policy, Elsevier, vol. 38(10), pages 5739-5748, October.
    34. Gagnon, Luc & Belanger, Camille & Uchiyama, Yohji, 2002. "Life-cycle assessment of electricity generation options: The status of research in year 2001," Energy Policy, Elsevier, vol. 30(14), pages 1267-1278, November.
    35. Begić, Fajik & Afgan, Naim H., 2007. "Sustainability assessment tool for the decision making in selection of energy system—Bosnian case," Energy, Elsevier, vol. 32(10), pages 1979-1985.
    36. Turconi, Roberto & Boldrin, Alessio & Astrup, Thomas, 2013. "Life cycle assessment (LCA) of electricity generation technologies: Overview, comparability and limitations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 555-565.
    37. Evrendilek, F & Ertekin, C, 2003. "Assessing the potential of renewable energy sources in Turkey," Renewable Energy, Elsevier, vol. 28(15), pages 2303-2315.
    38. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1986. "How to select and how to rank projects: the Prométhée method," ULB Institutional Repository 2013/9307, ULB -- Universite Libre de Bruxelles.
    39. Wei, Max & Patadia, Shana & Kammen, Daniel M., 2010. "Putting renewables and energy efficiency to work: How many jobs can the clean energy industry generate in the US?," Energy Policy, Elsevier, vol. 38(2), pages 919-931, February.
    40. Brans, J. P. & Vincke, Ph. & Mareschal, B., 1986. "How to select and how to rank projects: The method," European Journal of Operational Research, Elsevier, vol. 24(2), pages 228-238, February.
    41. Georgopoulou, E. & Sarafidis, Y. & Diakoulaki, D., 1998. "Design and implementation of a group DSS for sustaining renewable energies exploitation," European Journal of Operational Research, Elsevier, vol. 109(2), pages 483-500, September.
    42. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2008. "Multicriteria evaluation of power plants impact on the living standard using the analytic hierarchy process," Energy Policy, Elsevier, vol. 36(3), pages 1074-1089, March.
    43. Diakoulaki, D. & Karangelis, F., 2007. "Multi-criteria decision analysis and cost-benefit analysis of alternative scenarios for the power generation sector in Greece," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(4), pages 716-727, May.
    44. Stein, Eric W., 2013. "A comprehensive multi-criteria model to rank electric energy production technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 640-654.
    45. Pehnt, Martin, 2006. "Dynamic life cycle assessment (LCA) of renewable energy technologies," Renewable Energy, Elsevier, vol. 31(1), pages 55-71.
    46. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2009. "Assessment of sustainability indicators for renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1082-1088, June.
    47. Dowd, Anne-Maree & Boughen, Naomi & Ashworth, Peta & Carr-Cornish, Simone, 2011. "Geothermal technology in Australia: Investigating social acceptance," Energy Policy, Elsevier, vol. 39(10), pages 6301-6307, October.
    48. David D. Hsu & Patrick O’Donoughue & Vasilis Fthenakis & Garvin A. Heath & Hyung Chul Kim & Pamala Sawyer & Jun‐Ki Choi & Damon E. Turney, 2012. "Life Cycle Greenhouse Gas Emissions of Crystalline Silicon Photovoltaic Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 122-135, April.
    49. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process," Energy Policy, Elsevier, vol. 37(3), pages 778-787, March.
    50. Jones, Christopher R. & Eiser, J. Richard, 2009. "Identifying predictors of attitudes towards local onshore wind development with reference to an English case study," Energy Policy, Elsevier, vol. 37(11), pages 4604-4614, November.
    Full references (including those not matched with items on IDEAS)

    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. Strantzali, Eleni & Aravossis, Konstantinos, 2016. "Decision making in renewable energy investments: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 885-898.
    2. Hottenroth, H. & Sutardhio, C. & Weidlich, A. & Tietze, I. & Simon, S. & Hauser, W. & Naegler, T. & Becker, L. & Buchgeister, J. & Junne, T. & Lehr, U. & Scheel, O. & Schmidt-Scheele, R. & Ulrich, P. , 2022. "Beyond climate change. Multi-attribute decision making for a sustainability assessment of energy system transformation pathways," Renewable and Sustainable Energy Reviews, Elsevier, vol. 156(C).
    3. Strantzali, Eleni & Aravossis, Konstantinos & Livanos, Georgios A., 2017. "Evaluation of future sustainable electricity generation alternatives: The case of a Greek island," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 775-787.
    4. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    5. Liu, Gang, 2014. "Development of a general sustainability indicator for renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 611-621.
    6. Abbas Mardani & Ahmad Jusoh & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Zainab Khalifah, 2015. "Sustainable and Renewable Energy: An Overview of the Application of Multiple Criteria Decision Making Techniques and Approaches," Sustainability, MDPI, vol. 7(10), pages 1-38, October.
    7. Kurka, Thomas & Blackwood, David, 2013. "Participatory selection of sustainability criteria and indicators for bioenergy developments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 92-102.
    8. Shen, Yung-Chi & Lin, Grace T.R. & Li, Kuang-Pin & Yuan, Benjamin J.C., 2010. "An assessment of exploiting renewable energy sources with concerns of policy and technology," Energy Policy, Elsevier, vol. 38(8), pages 4604-4616, August.
    9. Stelios Grafakos & Alexandros Flamos & Elena Marie Enseñado, 2015. "Preferences Matter: A Constructive Approach to Incorporating Local Stakeholders’ Preferences in the Sustainability Evaluation of Energy Technologies," Sustainability, MDPI, vol. 7(8), pages 1-39, August.
    10. Kaya, Tolga & Kahraman, Cengiz, 2010. "Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul," Energy, Elsevier, vol. 35(6), pages 2517-2527.
    11. Maxim, Alexandru, 2014. "Sustainability assessment of electricity generation technologies using weighted multi-criteria decision analysis," Energy Policy, Elsevier, vol. 65(C), pages 284-297.
    12. Mainali, Brijesh & Silveira, Semida, 2015. "Using a sustainability index to assess energy technologies for rural electrification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1351-1365.
    13. Khishtandar, Soheila & Zandieh, Mostafa & Dorri, Behrouz, 2017. "A multi criteria decision making framework for sustainability assessment of bioenergy production technologies with hesitant fuzzy linguistic term sets: The case of Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1130-1145.
    14. Mostafa Shaaban & Jürgen Scheffran & Jürgen Böhner & Mohamed S. Elsobki, 2018. "Sustainability Assessment of Electricity Generation Technologies in Egypt Using Multi-Criteria Decision Analysis," Energies, MDPI, vol. 11(5), pages 1-25, May.
    15. Alkan, Ömer & Albayrak, Özlem Karadağ, 2020. "Ranking of renewable energy sources for regions in Turkey by fuzzy entropy based fuzzy COPRAS and fuzzy MULTIMOORA," Renewable Energy, Elsevier, vol. 162(C), pages 712-726.
    16. Doukas, Haris, 2013. "Modelling of linguistic variables in multicriteria energy policy support," European Journal of Operational Research, Elsevier, vol. 227(2), pages 227-238.
    17. Büyüközkan, Gülçin & Karabulut, Yağmur, 2017. "Energy project performance evaluation with sustainability perspective," Energy, Elsevier, vol. 119(C), pages 549-560.
    18. Jamal, Taskin & Urmee, Tania & Shafiullah, G.M., 2020. "Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis," Energy, Elsevier, vol. 201(C).
    19. Mourmouris, J.C. & Potolias, C., 2013. "A multi-criteria methodology for energy planning and developing renewable energy sources at a regional level: A case study Thassos, Greece," Energy Policy, Elsevier, vol. 52(C), pages 522-530.
    20. Kurka, Thomas & Blackwood, David, 2013. "Selection of MCA methods to support decision making for renewable energy developments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 225-233.

    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:eee:rensus:v:39:y:2014:i:c:p:1173-1184. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.