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A new hybrid fuzzy cognitive map-based scenario planning approach for Iran's oil production pathways in the post–sanction period

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  • Alipour, M.
  • Hafezi, R.
  • Amer, M.
  • Akhavan, A.N.

Abstract

In today's competitive dynamic world/markets, providing a desirable framework for exploring future perspectives is a crucial challenge to support robust decision making and proper policy making process. This research proposes a novel framework that develops plausible future energy scenarios through the Fuzzy Cognitive Map (FCM) technique. As a new method in scenario planning, FCM attempts to present a set of rational, reliable and credible scenarios together with analyzing dynamic behaviors of parameters. The integrated approach encompasses STEEP analysis to identify parameters, Cross Impact Analysis (CIA) to determine key drivers, Morphological analysis for scenario selection, and FCM to develop semi-quantitative scenarios. The new proposed scenario development approach brings the benefits of both quantitative and qualitative analysis together, which is not limited to the investigation of few pre-defined scenario drivers. As a research case, the proposed methodology was examined to detect plausible trends for Iran's oil production in the post-sanction era. The implemented FCM simulations indicated that in three scenarios oil production rises, as growth would be significant for the first two. The fourth projection is the most pessimistic future that can be imagined in the post-sanction era where the country faces massive investment backlogs.

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  • Alipour, M. & Hafezi, R. & Amer, M. & Akhavan, A.N., 2017. "A new hybrid fuzzy cognitive map-based scenario planning approach for Iran's oil production pathways in the post–sanction period," Energy, Elsevier, vol. 135(C), pages 851-864.
    • Handle: RePEc:eee:energy:v:135:y:2017:i:c:p:851-864
    DOI: 10.1016/j.energy.2017.06.069
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    as
    1. Ghanadan, Rebecca & Koomey, Jonathan G., 2005. "Using energy scenarios to explore alternative energy pathways in California," Energy Policy, Elsevier, vol. 33(9), pages 1117-1142, June.
    2. Paltsev, Sergey, 2014. "Scenarios for Russia's natural gas exports to 2050," Energy Economics, Elsevier, vol. 42(C), pages 262-270.
    3. Kasper Kok & Hedwig van Delden, 2009. "Combining Two Approaches of Integrated Scenario Development to Combat Desertification in the Guadalentín Watershed, Spain," Environment and Planning B, , vol. 36(1), pages 49-66, February.
    4. Morales, J.M. & Mínguez, R. & Conejo, A.J., 2010. "A methodology to generate statistically dependent wind speed scenarios," Applied Energy, Elsevier, vol. 87(3), pages 843-855, March.
    5. Suganthi, L. & Samuel, Anand A., 2012. "Energy models for demand forecasting—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1223-1240.
    6. Mustonen, S.M., 2010. "Rural energy survey and scenario analysis of village energy consumption: A case study in Lao People's Democratic Republic," Energy Policy, Elsevier, vol. 38(2), pages 1040-1048, February.
    7. Varho, Vilja & Tapio, Petri, 2005. "Wind power in Finland up to the year 2025--`soft' scenarios based on expert views," Energy Policy, Elsevier, vol. 33(15), pages 1930-1947, October.
    8. Abbaszadeh, Payam & Maleki, Abbas & Alipour, Mohammad & Maman, Yaser Kanani, 2013. "Iran's oil development scenarios by 2025," Energy Policy, Elsevier, vol. 56(C), pages 612-622.
    9. Browne, David & O'Regan, Bernadette & Moles, Richard, 2009. "Use of ecological footprinting to explore alternative domestic energy and electricity policy scenarios in an Irish city-region," Energy Policy, Elsevier, vol. 37(6), pages 2205-2213, June.
    10. Gómez, Antonio & Zubizarreta, Javier & Dopazo, César & Fueyo, Norberto, 2011. "Spanish energy roadmap to 2020: Socioeconomic implications of renewable targets," Energy, Elsevier, vol. 36(4), pages 1973-1985.
    11. Yunna, Wu & Yisheng, Yang, 2014. "The competition situation analysis of shale gas industry in China: Applying Porter’s five forces and scenario model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 798-805.
    12. Tangen, Grethe & Mølnvik, Mona J., 2009. "Scenarios for remote gas production," Applied Energy, Elsevier, vol. 86(12), pages 2681-2689, December.
    13. Logan, Jeffrey & Lopez, Anthony & Mai, Trieu & Davidson, Carolyn & Bazilian, Morgan & Arent, Douglas, 2013. "Natural gas scenarios in the U.S. power sector," Energy Economics, Elsevier, vol. 40(C), pages 183-195.
    14. Keles, Dogan & Möst, Dominik & Fichtner, Wolf, 2011. "The development of the German energy market until 2030--A critical survey of selected scenarios," Energy Policy, Elsevier, vol. 39(2), pages 812-825, February.
    15. Philippe Durance & Michel Godet, 2010. "Scenario building: Uses and abuses," Post-Print hal-02864615, HAL.
    16. Urban, F. & Benders, R.M.J. & Moll, H.C., 2007. "Modelling energy systems for developing countries," Energy Policy, Elsevier, vol. 35(6), pages 3473-3482, June.
    17. Kyriakarakos, George & Patlitzianas, Konstantinos & Damasiotis, Markos & Papastefanakis, Dimitrios, 2014. "A fuzzy cognitive maps decision support system for renewables local planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 209-222.
    18. 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.
    19. Urban, F. & Benders, R.M.J. & Moll, H.C., 2007. "Corrigendum to "Modelling energy systems for developing countries": [Energy Policy 35 (2007) 3473-3482]," Energy Policy, Elsevier, vol. 35(9), pages 4764-4765, September.
    20. Alipour, M. & Alighaleh, S. & Hafezi, R. & Omranievardi, M., 2017. "A new hybrid decision framework for prioritizing funding allocation to Iran's energy sector," Energy, Elsevier, vol. 121(C), pages 388-402.
    21. Wietschel, Martin & Hasenauer, Ulrike & de Groot, Arend, 2006. "Development of European hydrogen infrastructure scenarios--CO2 reduction potential and infrastructure investment," Energy Policy, Elsevier, vol. 34(11), pages 1284-1298, July.
    22. Jönsson, Johanna & Svensson, Inger-Lise & Berntsson, Thore & Moshfegh, Bahram, 2008. "Excess heat from kraft pulp mills: Trade-offs between internal and external use in the case of Sweden--Part 2: Results for future energy market scenarios," Energy Policy, Elsevier, vol. 36(11), pages 4186-4197, November.
    23. Rahman, Md. Mustafizur & Khan, Md. Mohib-Ul-Haque & Ullah, Mohammad Ahsan & Zhang, Xiaolei & Kumar, Amit, 2016. "A hybrid renewable energy system for a North American off-grid community," Energy, Elsevier, vol. 97(C), pages 151-160.
    24. Alizadeh, Reza & Lund, Peter D. & Beynaghi, Ali & Abolghasemi, Mahdi & Maknoon, Reza, 2016. "An integrated scenario-based robust planning approach for foresight and strategic management with application to energy industry," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 162-171.
    25. Kalashnikov, Victor & Gulidov, Ruslan & Ognev, Alexander, 2011. "Energy sector of the Russian Far East: Current status and scenarios for the future," Energy Policy, Elsevier, vol. 39(11), pages 6760-6780.
    26. Byers, Edward A. & Gasparatos, Alexandros & Serrenho, André C., 2015. "A framework for the exergy analysis of future transport pathways: Application for the United Kingdom transport system 2010–2050," Energy, Elsevier, vol. 88(C), pages 849-862.
    27. Bianco, Vincenzo & Scarpa, Federico & Tagliafico, Luca A., 2014. "Scenario analysis of nonresidential natural gas consumption in Italy," Applied Energy, Elsevier, vol. 113(C), pages 392-403.
    28. Limanond, Thirayoot & Jomnonkwao, Sajjakaj & Srikaew, Artit, 2011. "Projection of future transport energy demand of Thailand," Energy Policy, Elsevier, vol. 39(5), pages 2754-2763, May.
    29. Weisser, Daniel, 2004. "Costing electricity supply scenarios: A case study of promoting renewable energy technologies on Rodriguez, Mauritius," Renewable Energy, Elsevier, vol. 29(8), pages 1319-1347.
    30. Bhattacharyya, Subhes C. & Timilsina, Govinda R., 2010. "Modelling energy demand of developing countries: Are the specific features adequately captured?," Energy Policy, Elsevier, vol. 38(4), pages 1979-1990, April.
    31. Huss, William R., 1988. "A move toward scenario analysis," International Journal of Forecasting, Elsevier, vol. 4(3), pages 377-388.
    32. Chen, Tser-Yieth & Yu, Oliver S. & Hsu, George Jyh-yih & Hsu, Fang-Ming & Sung, Wei-Nown, 2009. "Renewable energy technology portfolio planning with scenario analysis: A case study for Taiwan," Energy Policy, Elsevier, vol. 37(8), pages 2900-2906, August.
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