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Review on multi-criteria decision analysis aid in sustainable energy decision-making

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  • Wang, Jiang-Jiang
  • Jing, You-Yin
  • Zhang, Chun-Fa
  • Zhao, Jun-Hong

Abstract

Multi-criteria decision analysis (MCDA) methods have become increasingly popular in decision-making for sustainable energy because of the multi-dimensionality of the sustainability goal and the complexity of socio-economic and biophysical systems. This article reviewed the corresponding methods in different stages of multi-criteria decision-making for sustainable energy, i.e., criteria selection, criteria weighting, evaluation, and final aggregation. The criteria of energy supply systems are summarized from technical, economic, environmental and social aspects. The weighting methods of criteria are classified into three categories: subjective weighting, objective weighting and combination weighting methods. Several methods based on weighted sum, priority setting, outranking, fuzzy set methodology and their combinations are employed for energy decision-making. It is observed that the investment cost locates the first place in all evaluation criteria and CO2 emission follows closely because of more focuses on environment protection, equal criteria weights are still the most popular weighting method, analytical hierarchy process is the most popular comprehensive MCDA method, and the aggregation methods are helpful to get the rational result in sustainable energy decision-making.

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  • 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.
  • Handle: RePEc:eee:rensus:v:13:y:2009:i:9:p:2263-2278
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    as
    1. Yuan, Jia-Hai & Kang, Jian-Gang & Zhao, Chang-Hong & Hu, Zhao-Guang, 2008. "Energy consumption and economic growth: Evidence from China at both aggregated and disaggregated levels," Energy Economics, Elsevier, vol. 30(6), pages 3077-3094, November.
    2. Ehrgott, Matthias & Klamroth, Kathrin & Schwehm, Christian, 2004. "An MCDM approach to portfolio optimization," European Journal of Operational Research, Elsevier, vol. 155(3), pages 752-770, June.
    3. Edwards, Ward & Barron, F. Hutton, 1994. "SMARTS and SMARTER: Improved Simple Methods for Multiattribute Utility Measurement," Organizational Behavior and Human Decision Processes, Elsevier, vol. 60(3), pages 306-325, December.
    4. Ramanathan, R. & Ganesh, L. S., 1995. "Energy resource allocation incorporating qualitative and quantitative criteria: An integrated model using goal programming and AHP," Socio-Economic Planning Sciences, Elsevier, vol. 29(3), pages 197-218, September.
    5. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2007. "Objective and subjective evaluation of power plants and their non-radioactive emissions using the analytic hierarchy process," Energy Policy, Elsevier, vol. 35(8), pages 4027-4038, August.
    6. Renn, Ortwin, 2003. "Social assessment of waste energy utilization scenarios," Energy, Elsevier, vol. 28(13), pages 1345-1357.
    7. Zahnd, Alex & Kimber, Haddix McKay, 2009. "Benefits from a renewable energy village electrification system," Renewable Energy, Elsevier, vol. 34(2), pages 362-368.
    8. Madlener, Reinhard & Kowalski, Katharina & Stagl, Sigrid, 2007. "New ways for the integrated appraisal of national energy scenarios: The case of renewable energy use in Austria," Energy Policy, Elsevier, vol. 35(12), pages 6060-6074, December.
    9. Hobbs, Benjamin F & Horn, Graham TF, 1997. "Building public confidence in energy planning: a multimethod MCDM approach to demand-side planning at BC gas," Energy Policy, Elsevier, vol. 25(3), pages 357-375, February.
    10. Le Teno, J. F. & Mareschal, B., 1998. "An interval version of PROMETHEE for the comparison of building products' design with ill-defined data on environmental quality," European Journal of Operational Research, Elsevier, vol. 109(2), pages 522-529, September.
    11. Jaber, J.O. & Jaber, Q.M. & Sawalha, S.A. & Mohsen, M.S., 2008. "Evaluation of conventional and renewable energy sources for space heating in the household sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 278-289, January.
    12. Kablan, M. M., 2004. "Decision support for energy conservation promotion:: an analytic hierarchy process approach," Energy Policy, Elsevier, vol. 32(10), pages 1151-1158, July.
    13. Fung, W.Y. & Lam, K.S. & Hung, W.T. & Pang, S.W. & Lee, Y.L., 2006. "Impact of urban temperature on energy consumption of Hong Kong," Energy, Elsevier, vol. 31(14), pages 2623-2637.
    14. Weber, Martin & Borcherding, Katrin, 1993. "Behavioral influences on weight judgments in multiattribute decision making," European Journal of Operational Research, Elsevier, vol. 67(1), pages 1-12, May.
    15. Løken, Espen & Botterud, Audun & Holen, Arne T., 2009. "Use of the equivalent attribute technique in multi-criteria planning of local energy systems," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1075-1083, September.
    16. 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.
    17. Lipošćak, Marko & Afgan, Naim H. & Duić, Neven & da Graça Carvalho, Maria, 2006. "Sustainability assessment of cogeneration sector development in Croatia," Energy, Elsevier, vol. 31(13), pages 2276-2284.
    18. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhang, Xu-Tao & Shi, Guo-Hua, 2008. "Integrated evaluation of distributed triple-generation systems using improved grey incidence approach," Energy, Elsevier, vol. 33(9), pages 1427-1437.
    19. 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.
    20. 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.
    21. Dinca, Cristian & Badea, Adrian & Rousseaux, Patrick & Apostol, Tiberiu, 2007. "A multi-criteria approach to evaluate the natural gas energy systems," Energy Policy, Elsevier, vol. 35(11), pages 5754-5765, November.
    22. Soytas, Ugur & Sari, Ramazan, 2006. "Energy consumption and income in G-7 countries," Journal of Policy Modeling, Elsevier, vol. 28(7), pages 739-750, October.
    23. 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.
    24. 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.
    25. Greening, Lorna A. & Bernow, Steve, 2004. "Design of coordinated energy and environmental policies: use of multi-criteria decision-making," Energy Policy, Elsevier, vol. 32(6), pages 721-735, April.
    26. Alam, Shaista & Fatima, Ambreen & Butt, Muhammad S., 2007. "Sustainable development in Pakistan in the context of energy consumption demand and environmental degradation," Journal of Asian Economics, Elsevier, vol. 18(5), pages 825-837, October.
    27. 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.
    28. 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.
    29. Goumas, M. G. & Lygerou, V. A. & Papayannakis, L. E., 1999. "Computational methods for planning and evaluating geothermal energy projects," Energy Policy, Elsevier, vol. 27(3), pages 147-154, March.
    30. Yedla, Sudhakar & Shrestha, Ram M., 2003. "Multi-criteria approach for the selection of alternative options for environmentally sustainable transport system in Delhi," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(8), pages 717-729, October.
    31. Afgan, Naim H. & Pilavachi, Petros A. & Carvalho, Maria G., 2007. "Multi-criteria evaluation of natural gas resources," Energy Policy, Elsevier, vol. 35(1), pages 704-713, January.
    32. Mamlook, Rustom & Akash, Bilal A & Mohsen, Mousa S, 2001. "A neuro-fuzzy program approach for evaluating electric power generation systems," Energy, Elsevier, vol. 26(6), pages 619-632.
    33. Jovanović, Marina & Afgan, Naim & Radovanović, Predrag & Stevanović, Vladimir, 2009. "Sustainable development of the Belgrade energy system," Energy, Elsevier, vol. 34(5), pages 532-539.
    34. Afgan, Nain H. & Carvalho, Maria G., 2008. "Sustainability assessment of a hybrid energy system," Energy Policy, Elsevier, vol. 36(8), pages 2893-2900, August.
    35. Ramanathan, R. & Ganesh, L.S., 1994. "A multi-objective analysis of cooking-energy alternatives," Energy, Elsevier, vol. 19(4), pages 469-478.
    36. 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.
    37. 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.
    38. McCarthy, Ryan W. & Ogden, Joan M. & Sperling, Daniel, 2007. "Assessing reliability in energy supply systems," Energy Policy, Elsevier, vol. 35(4), pages 2151-2162, April.
    39. 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.
    40. Klevas, Valentinas & Streimikiene, Dalia & Grikstaite, Ramute, 2007. "Sustainable energy in Baltic States," Energy Policy, Elsevier, vol. 35(1), pages 76-90, January.
    41. Resnier, Martin & Wang, Can & Du, Pengfei & Chen, Jining, 2007. "The promotion of sustainable development in China through the optimization of a tax/subsidy plan among HFC and power generation CDM projects," Energy Policy, Elsevier, vol. 35(9), pages 4529-4544, September.
    42. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Shi, Guo-Hua & Zhang, Xu-Tao, 2008. "A fuzzy multi-criteria decision-making model for trigeneration system," Energy Policy, Elsevier, vol. 36(10), pages 3823-3832, October.
    43. 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.
    44. Georgopoulou, E. & Lalas, D. & Papagiannakis, L., 1997. "A multicriteria decision aid approach for energy planning problems: The case of renewable energy option," European Journal of Operational Research, Elsevier, vol. 103(1), pages 38-54, November.
    45. Farahani, Reza Zanjirani & Asgari, Nasrin, 2007. "Combination of MCDM and covering techniques in a hierarchical model for facility location: A case study," European Journal of Operational Research, Elsevier, vol. 176(3), pages 1839-1858, February.
    46. Aras, Haydar & Erdoğmuş, Şenol & Koç, Eylem, 2004. "Multi-criteria selection for a wind observation station location using analytic hierarchy process," Renewable Energy, Elsevier, vol. 29(8), pages 1383-1392.
    47. Barda, O. Haluk & Dupuis, Joseph & Lencioni, Pierre, 1990. "Multicriteria location of thermal power plants," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 332-346, April.
    48. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    49. Ben Salah, Chokri & Chaabene, Maher & Ben Ammar, Mohsen, 2008. "Multi-criteria fuzzy algorithm for energy management of a domestic photovoltaic panel," Renewable Energy, Elsevier, vol. 33(5), pages 993-1001.
    50. Brand, C. & Mattarelli, M. & Moon, D. & Wolfler Calvo, R., 2002. "STEEDS: A strategic transport-energy-environment decision support," European Journal of Operational Research, Elsevier, vol. 139(2), pages 416-435, June.
    51. Omer, Abdeen Mustafa, 2008. "Energy, environment and sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2265-2300, December.
    52. Blinc, Robert & Zidans˘ek, Aleksander & Šlaus, Ivo, 2007. "Sustainable development and global security," Energy, Elsevier, vol. 32(6), pages 883-890.
    53. 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.
    54. Pereira Jr., Amaro Olimpio & Soares, Jeferson Borghetti & de Oliveira, Ricardo Gorini & de Queiroz, Renato Pinto, 2008. "Energy in Brazil: Toward sustainable development?," Energy Policy, Elsevier, vol. 36(1), pages 73-83, January.
    55. Bilgen, Selçuk & Keles, Sedat & Kaygusuz, Abdullah & SarI, Ahmet & Kaygusuz, Kamil, 2008. "Global warming and renewable energy sources for sustainable development: A case study in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(2), pages 372-396, February.
    56. Neves, Lui­s Pires & Martins, António Gomes & Antunes, Carlos Henggeler & Dias, Lui­s Cândido, 2008. "A multi-criteria decision approach to sorting actions for promoting energy efficiency," Energy Policy, Elsevier, vol. 36(7), pages 2351-2363, July.
    57. Diakoulaki, D. & Zopounidis, C. & Mavrotas, G. & Doumpos, M., 1999. "The use of a preference disaggregation method in energy analysis and policy making," Energy, Elsevier, vol. 24(2), pages 157-166.
    58. Vera, Ivan & Langlois, Lucille, 2007. "Energy indicators for sustainable development," Energy, Elsevier, vol. 32(6), pages 875-882.
    59. Madlener, Reinhard & Antunes, Carlos Henggeler & Dias, Luis C., 2009. "Assessing the performance of biogas plants with multi-criteria and data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1084-1094, September.
    60. Buchholz, Thomas & Rametsteiner, Ewald & Volk, Timothy A. & Luzadis, Valerie A., 2009. "Multi Criteria Analysis for bioenergy systems assessments," Energy Policy, Elsevier, vol. 37(2), pages 484-495, February.
    61. 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.
    62. Papadopoulos, Agis & Karagiannidis, Avraam, 2008. "Application of the multi-criteria analysis method Electre III for the optimisation of decentralised energy systems," Omega, Elsevier, vol. 36(5), pages 766-776, October.
    63. Hofman, Karen & Li, Xianguo, 2009. "Canada's energy perspectives and policies for sustainable development," Applied Energy, Elsevier, vol. 86(4), pages 407-415, April.
    64. Kwak, N. K. & Lee, Chang Won & Kim, Ji Hee, 2005. "An MCDM model for media selection in the dual consumer/industrial market," European Journal of Operational Research, Elsevier, vol. 166(1), pages 255-265, October.
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