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Bottom-up modeling of oil production: A review of approaches

Author

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  • Jakobsson, Kristofer
  • Söderbergh, Bengt
  • Snowden, Simon
  • Aleklett, Kjell

Abstract

Bottom-up models of oil production are continuously being used to guide investments and policymaking. Compared to simpler top-down models, bottom-up models have a number of advantages due to their modularity, flexibility and concreteness. The purposes of this paper is to identify the crucial modeling challenges, compare the different ways in which nine existing models handle them, assess the appropriateness of these models, and point to possibilities of further development. The conclusions are that the high level of detail in bottom-up models is of questionable value for predictive accuracy, but of great value for identifying areas of uncertainty and new research questions. There is a potential for improved qualitative insights through systematic sensitivity analysis. This potential is at present largely unrealized.

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  • Jakobsson, Kristofer & Söderbergh, Bengt & Snowden, Simon & Aleklett, Kjell, 2014. "Bottom-up modeling of oil production: A review of approaches," Energy Policy, Elsevier, vol. 64(C), pages 113-123.
    • Handle: RePEc:eee:enepol:v:64:y:2014:i:c:p:113-123
    DOI: 10.1016/j.enpol.2013.09.043
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    1. Joshua M. Epstein, 2008. "Why Model?," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 11(4), pages 1-12.
    2. James W. McFarland & Leon Lasdon & Verne Loose, 1984. "Development Planning and Management of Petroleum Reservoirs Using Tank Models and Nonlinear Programming," Operations Research, INFORMS, vol. 32(2), pages 270-289, April.
    3. Odell, Peter R. & Rosing, Kenneth E., 1974. "The North Sea oil province : A simulation model of development," Energy Policy, Elsevier, vol. 2(4), pages 316-329, December.
    4. Les Frair & Mike Devine, 1975. "Economic Optimization of Offshore Petroleum Development," Management Science, INFORMS, vol. 21(12), pages 1370-1379, August.
    5. Ringlund, Guro Bornes & Rosendahl, Knut Einar & Skjerpen, Terje, 2008. "Does oilrig activity react to oil price changes An empirical investigation," Energy Economics, Elsevier, vol. 30(2), pages 371-396, March.
    6. Deacon Robert T., 1993. "Taxation, Depletion, and Welfare: A Simulation Study of the U.S. Petroleum Resource," Journal of Environmental Economics and Management, Elsevier, vol. 24(2), pages 159-187, March.
    7. Itf, 2008. "Oil Dependence: Is Transport Running out of Affordable Fuel?," OECD/ITF Joint Transport Research Centre Discussion Papers 2008/5, OECD Publishing.
    8. Brandt, Adam R., 2010. "Review of mathematical models of future oil supply: Historical overview and synthesizing critique," Energy, Elsevier, vol. 35(9), pages 3958-3974.
    9. Haugland, Dag & Hallefjord, Asa & Asheim, Harald, 1988. "Models for petroleum field exploitation," European Journal of Operational Research, Elsevier, vol. 37(1), pages 58-72, October.
    10. Jakobsson, Kristofer & Bentley, Roger & Söderbergh, Bengt & Aleklett, Kjell, 2012. "The end of cheap oil: Bottom-up economic and geologic modeling of aggregate oil production curves," Energy Policy, Elsevier, vol. 41(C), pages 860-870.
    11. Kemp, Alexander G. & Stephen, Linda, 2008. "The Prospects for Activity in the UKCS to 2035: the 2008 Perspective," SIRE Discussion Papers 2008-61, Scottish Institute for Research in Economics (SIRE).
    12. Voudouris, Vlasios & Stasinopoulos, Dimitrios & Rigby, Robert & Di Maio, Carlo, 2011. "The ACEGES laboratory for energy policy: Exploring the production of crude oil," Energy Policy, Elsevier, vol. 39(9), pages 5480-5489, September.
    13. Sorrell, Steve & Miller, Richard & Bentley, Roger & Speirs, Jamie, 2010. "Oil futures: A comparison of global supply forecasts," Energy Policy, Elsevier, vol. 38(9), pages 4990-5003, September.
    14. Finn Roar Aune & Solveig Glomsrød & Lars Lindholt & Knut Einar Rosendahl, 2005. "Are high oil prices profitable for OPEC in the long run?," Discussion Papers 416, Statistics Norway, Research Department.
    15. Lynch, Michael C., 2002. "Forecasting oil supply: theory and practice," The Quarterly Review of Economics and Finance, Elsevier, vol. 42(2), pages 373-389.
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