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Combining local preferences with multi-criteria decision analysis and linear optimisation to develop feasible energy concepts in small communities

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  • McKenna, R.
  • Bertsch, V.
  • Mainzer, Kai
  • Fichtner, Wolf

Abstract

In Germany over 700 energy cooperatives were established since 2006 and about 46% of installed renewable energy can be referred to as community energy. Decentralised community energy resources are often abundant in smaller, more rural communities. But these often lack the resources to develop extensive energy concepts and thus exploit these resources in a consistent way. Energy system analysis (ESA) offers useful insights in this context, but many energy system models focus on techno-economic aspects, without considering social aspects such as individual preferences. Much research in previous years has attempted to link social aspects and ESAs, often by employing a combination of ESA and multi-criteria decisions analysis (MCDA) tools. This paper presents an integrated participatory approach to developing feasible energy scenarios for small communities, with a focus on the transferability of the method and the consideration of uncertainties. For one exemplary municipality in south west Germany, stakeholder workshops are combined with ESA and MCDA. A total of eight alternatives for the 2030 energy system are elaborated, which vary in terms of the optimization objective between total costs, CO2 emissions and net energy imports. The three alternatives optimized with respect to just one criteria can be rejected. Instead the community should focus on the remaining intermediate scenarios, which achieve the highest overall performance scores and are stable to variations in the criteria weights. Similarities between these five alternatives mean that concrete recommendations about building-level measures can be derived, supported by simply tools that are made available to the community.

Suggested Citation

  • McKenna, R. & Bertsch, V. & Mainzer, Kai & Fichtner, Wolf, 2016. "Combining local preferences with multi-criteria decision analysis and linear optimisation to develop feasible energy concepts in small communities," Working Paper Series in Production and Energy 16, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
  • Handle: RePEc:zbw:kitiip:16
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    1. Mateos, A. & Jimenez, A. & Rios-Insua, S., 2006. "Monte Carlo simulation techniques for group decision making with incomplete information," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1842-1864, November.
    2. Jobert, Arthur & Laborgne, Pia & Mimler, Solveig, 2007. "Local acceptance of wind energy: Factors of success identified in French and German case studies," Energy Policy, Elsevier, vol. 35(5), pages 2751-2760, May.
    3. Ferretti, Valentina, 2016. "From stakeholders analysis to cognitive mapping and Multi Attribute Value Theory: an integrated approach for policy support," LSE Research Online Documents on Economics 65737, London School of Economics and Political Science, LSE Library.
    4. Neaimeh, Myriam & Wardle, Robin & Jenkins, Andrew M. & Yi, Jialiang & Hill, Graeme & Lyons, Padraig F. & Hübner, Yvonne & Blythe, Phil T. & Taylor, Phil C., 2015. "A probabilistic approach to combining smart meter and electric vehicle charging data to investigate distribution network impacts," Applied Energy, Elsevier, vol. 157(C), pages 688-698.
    5. Eden, Colin, 2004. "Analyzing cognitive maps to help structure issues or problems," European Journal of Operational Research, Elsevier, vol. 159(3), pages 673-686, December.
    6. 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.
    7. Valentin Bertsch & Wolf Fichtner, 2016. "A participatory multi-criteria approach for power generation and transmission planning," Annals of Operations Research, Springer, vol. 245(1), pages 177-207, October.
    8. von Winterfeldt, Detlof & Fasolo, Barbara, 2009. "Structuring decision problems: A case study and reflections for practitioners," European Journal of Operational Research, Elsevier, vol. 199(3), pages 857-866, December.
    9. Kowalski, Katharina & Stagl, Sigrid & Madlener, Reinhard & Omann, Ines, 2009. "Sustainable energy futures: Methodological challenges in combining scenarios and participatory multi-criteria analysis," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1063-1074, September.
    10. Allegrini, Jonas & Orehounig, Kristina & Mavromatidis, Georgios & Ruesch, Florian & Dorer, Viktor & Evins, Ralph, 2015. "A review of modelling approaches and tools for the simulation of district-scale energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1391-1404.
    11. Antonio Jiménez & Alfonso Mateos & Sixto Ríos-Insua, 2005. "Monte Carlo Simulation Techniques in a Decision Support System for Group Decision Making," Group Decision and Negotiation, Springer, vol. 14(2), pages 109-130, March.
    12. Valerie Belton & Theodor Stewart, 2010. "Problem Structuring and Multiple Criteria Decision Analysis," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 209-239, Springer.
    13. Stewart, TJ, 1992. "A critical survey on the status of multiple criteria decision making theory and practice," Omega, Elsevier, vol. 20(5-6), pages 569-586.
    14. 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.
    15. Jenssen, Till & König, Andreas & Eltrop, Ludger, 2014. "Bioenergy villages in Germany: Bringing a low carbon energy supply for rural areas into practice," Renewable Energy, Elsevier, vol. 61(C), pages 74-80.
    16. Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2013. "Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case," Energy, Elsevier, vol. 52(C), pages 126-136.
    17. D B O'Brien & C M Brugha, 2010. "Adapting and refining in multi-criteria decision-making," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(5), pages 756-767, May.
    18. Walker, Gordon, 2008. "What are the barriers and incentives for community-owned means of energy production and use?," Energy Policy, Elsevier, vol. 36(12), pages 4401-4405, December.
    19. Jessop, Alan, 2014. "IMP: A decision aid for multiattribute evaluation using imprecise weight estimates," Omega, Elsevier, vol. 49(C), pages 18-29.
    20. A Morton & B Fasolo, 2009. "Behavioural decision theory for multi-criteria decision analysis: a guided tour," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(2), pages 268-275, February.
    21. Keirstead, James & Jennings, Mark & Sivakumar, Aruna, 2012. "A review of urban energy system models: Approaches, challenges and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3847-3866.
    22. Zhou, P. & Ang, B.W. & Poh, K.L., 2006. "Decision analysis in energy and environmental modeling: An update," Energy, Elsevier, vol. 31(14), pages 2604-2622.
    23. Thorsen, Andreas & McGarvey, Ronald G., 2018. "Efficient frontiers in a frontier state: Viability of mobile dentistry services in rural areas," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1062-1076.
    24. Cambero, Claudia & Sowlati, Taraneh, 2016. "Incorporating social benefits in multi-objective optimization of forest-based bioenergy and biofuel supply chains," Applied Energy, Elsevier, vol. 178(C), pages 721-735.
    25. Johnson, Michael P. & Midgley, Gerald & Chichirau, George, 2018. "Emerging trends and new frontiers in community operational research," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1178-1191.
    26. McKenna, R. & Bertsch, V. & Mainzer, K. & Fichtner, W., 2018. "Combining local preferences with multi-criteria decision analysis and linear optimization to develop feasible energy concepts in small communities," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1092-1110.
    27. Trutnevyte, Evelina & Stauffacher, Michael & Scholz, Roland W., 2012. "Linking stakeholder visions with resource allocation scenarios and multi-criteria assessment," European Journal of Operational Research, Elsevier, vol. 219(3), pages 762-772.
    28. Rojanamon, Pannathat & Chaisomphob, Taweep & Bureekul, Thawilwadee, 2009. "Application of geographical information system to site selection of small run-of-river hydropower project by considering engineering/economic/environmental criteria and social impact," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2336-2348, December.
    29. Butler, John & Jia, Jianmin & Dyer, James, 1997. "Simulation techniques for the sensitivity analysis of multi-criteria decision models," European Journal of Operational Research, Elsevier, vol. 103(3), pages 531-546, December.
    30. Ferretti, Valentina, 2016. "From stakeholders analysis to cognitive mapping and Multi-Attribute Value Theory: An integrated approach for policy support," European Journal of Operational Research, Elsevier, vol. 253(2), pages 524-541.
    31. C Eden & F Ackermann, 2006. "Where next for problem structuring methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 766-768, July.
    32. Scholten, Lisa & Schuwirth, Nele & Reichert, Peter & Lienert, Judit, 2015. "Tackling uncertainty in multi-criteria decision analysis – An application to water supply infrastructure planning," European Journal of Operational Research, Elsevier, vol. 242(1), pages 243-260.
    33. Greco, Salvatore & Matarazzo, Benedetto & Slowinski, Roman, 2001. "Rough sets theory for multicriteria decision analysis," European Journal of Operational Research, Elsevier, vol. 129(1), pages 1-47, February.
    34. Geoffrey P. Hammond, 2004. "Engineering Sustainability: Thermodynamics, Energy Systems and the Environment," Palgrave Macmillan Books, in: Adrian Winnett (ed.), Towards an Environment Research Agenda, chapter 8, pages 175-210, Palgrave Macmillan.
    35. Midgley, Gerald & Johnson, Michael P. & Chichirau, George, 2018. "What is Community Operational Research?," European Journal of Operational Research, Elsevier, vol. 268(3), pages 771-783.
    36. Schmidt, J. & Schönhart, M. & Biberacher, M. & Guggenberger, T. & Hausl, S. & Kalt, G. & Leduc, S. & Schardinger, I. & Schmid, E., 2012. "Regional energy autarky: Potentials, costs and consequences for an Austrian region," Energy Policy, Elsevier, vol. 47(C), pages 211-221.
    37. Ribeiro, Fernando & Ferreira, Paula & Araújo, Madalena, 2011. "The inclusion of social aspects in power planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4361-4369.
    38. Marttunen, Mika & Belton, Valerie & Lienert, Judit, 2018. "Are objectives hierarchy related biases observed in practice? A meta-analysis of environmental and energy applications of Multi-Criteria Decision Analysis," European Journal of Operational Research, Elsevier, vol. 265(1), pages 178-194.
    39. 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.
    40. Michael P. Johnson, 2012. "Community-Based Operations Research: Introduction, Theory, and Applications," International Series in Operations Research & Management Science, in: Michael P. Johnson (ed.), Community-Based Operations Research, chapter 0, pages 3-36, Springer.
    41. P Linares & C Romero, 2000. "A multiple criteria decision making approach for electricity planning in Spain: economic versus environmental objectives," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(6), pages 736-743, June.
    42. Joseph R. Kakeneno & Cathal MacSwiney Brugha, 2017. "Usability of Nomology-based methodologies in supporting problem structuring across cultures: the case of participatory decision-making in Tanzania rural communities," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(2), pages 393-415, June.
    43. Keeney, Ralph L., 1996. "Value-focused thinking: Identifying decision opportunities and creating alternatives," European Journal of Operational Research, Elsevier, vol. 92(3), pages 537-549, August.
    44. 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.
    45. Johannes Siebert & Ralph L. Keeney, 2015. "Creating More and Better Alternatives for Decisions Using Objectives," Operations Research, INFORMS, vol. 63(5), pages 1144-1158, October.
    46. Schulz, Volkhard & Stehfest, Harald, 1984. "Regional energy supply optimization with multiple objectives," European Journal of Operational Research, Elsevier, vol. 17(3), pages 302-312, September.
    47. Insua, David Rios & French, Simon, 1991. "A framework for sensitivity analysis in discrete multi-objective decision-making," European Journal of Operational Research, Elsevier, vol. 54(2), pages 176-190, September.
    48. Walker, Gordon & Devine-Wright, Patrick & Hunter, Sue & High, Helen & Evans, Bob, 2010. "Trust and community: Exploring the meanings, contexts and dynamics of community renewable energy," Energy Policy, Elsevier, vol. 38(6), pages 2655-2663, June.
    49. Brugha, Cathal M., 2000. "Relative measurement and the power function," European Journal of Operational Research, Elsevier, vol. 121(3), pages 627-640, March.
    50. Brugha, Cathal M., 2004. "Phased multicriteria preference finding," European Journal of Operational Research, Elsevier, vol. 158(2), pages 308-316, October.
    51. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    52. Matsatsinis, Nikolaos F. & Samaras, Andreas P., 2001. "MCDA and preference disaggregation in group decision support systems," European Journal of Operational Research, Elsevier, vol. 130(2), pages 414-429, April.
    53. A Jessop, 2011. "Using imprecise estimates for weights," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(6), pages 1048-1055, June.
    54. McKenna, Russell, 2018. "The double-edged sword of decentralized energy autonomy," Energy Policy, Elsevier, vol. 113(C), pages 747-750.
    55. Jägemann, Cosima & Hagspiel, Simeon & Lindenberger, Dietmar, 2013. "The Economic Inefficiency of Grid Parity: The Case of German Photovoltaics," EWI Working Papers 2013-19, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    56. Ang, B.W. & Choong, W.L. & Ng, T.S., 2015. "Energy security: Definitions, dimensions and indexes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1077-1093.
    57. Gandino, E., 2018. "Co-designing the solution space for rural regeneration in a new World Heritage site: A Choice Experiments approachAuthor-Name: Ferretti, V," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1077-1091.
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