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Risk Analysis of Biofuels Industry for Aviation with Scenario‐Based Expert Elicitation

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  • Elizabeth B. Connelly
  • Lisa M. Colosi
  • Andres F. Clarens
  • James H. Lambert

Abstract

The aviation sector relies almost exclusively on petroleum‐derived fuels at the present time. Due to concerns including national security, long‐term availability of crude oil feedstock, and environmental impacts, there is an increasing interest in identifying alternatives to conventional jet fuel. Viable alternatives must meet a number of criteria, related to quality and quantity of supply, cost‐competitiveness, and environmental sustainability. Priorities for diverse industry initiatives for the development of a biojet fuel industry are influenced by uncertainties including environmental regulation, market prices of crude oil and refinery products, and competition from other industries. This work uses scenario‐based preferences to elicit and inform decision makers on the combinations of emergent and future conditions that are most impactful to the priorities for the industry. The analysis also reveals which initiatives are robust to evolving political, economic, and technological conditions, thus supporting decision‐making relevant to establishing a secure supply of biojet fuel. The method and its results are helpful to the generation of systems engineering requirements recognizing key sources of risk for an emerging industry.

Suggested Citation

  • Elizabeth B. Connelly & Lisa M. Colosi & Andres F. Clarens & James H. Lambert, 2015. "Risk Analysis of Biofuels Industry for Aviation with Scenario‐Based Expert Elicitation," Systems Engineering, John Wiley & Sons, vol. 18(2), pages 178-191, March.
  • Handle: RePEc:wly:syseng:v:18:y:2015:i:2:p:178-191
    DOI: 10.1002/sys.21298
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    References listed on IDEAS

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    1. Rudolf Smaling & Olivier de Weck, 2007. "Assessing risks and opportunities of technology infusion in system design," Systems Engineering, John Wiley & Sons, vol. 10(1), pages 1-25, March.
    2. Fiorese, Giulia & Catenacci, Michela & Verdolini, Elena & Bosetti, Valentina, 2013. "Advanced biofuels: Future perspectives from an expert elicitation survey," Energy Policy, Elsevier, vol. 56(C), pages 293-311.
    3. Joost Santos & Kash Barker & Paul Zelinke, 2008. "Sequential Decision-making in Interdependent Sectors with Multiobjective Inoperability Decision Trees: Application to Biofuel Subsidy Analysis," Economic Systems Research, Taylor & Francis Journals, vol. 20(1), pages 29-56.
    4. Stanley Kaplan & B. John Garrick, 1981. "On The Quantitative Definition of Risk," Risk Analysis, John Wiley & Sons, vol. 1(1), pages 11-27, March.
    5. Tommi Gustafsson & Ahti Salo & Ramakrishnan Ramanathan, 2003. "Multicriteria methods for technology foresight," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 22(2-3), pages 235-255.
    6. Christopher W. Karvetski & James H. Lambert, 2012. "Evaluating deep uncertainties in strategic priority‐setting with an application to facility energy investments," Systems Engineering, John Wiley & Sons, vol. 15(4), pages 483-493, December.
    7. Paul Goodwin & George Wright, 2001. "Enhancing Strategy Evaluation in Scenario Planning: a Role for Decision Analysis," Journal of Management Studies, Wiley Blackwell, vol. 38(1), pages 1-16, January.
    8. Stan Kaplan & Yacov Y. Haimes & B. John Garrick, 2001. "Fitting Hierarchical Holographic Modeling into the Theory of Scenario Structuring and a Resulting Refinement to the Quantitative Definition of Risk," Risk Analysis, John Wiley & Sons, vol. 21(5), pages 807-807, October.
    9. Teng, Kuei-Yung & Thekdi, Shital A. & Lambert, James H., 2012. "Identification and evaluation of priorities in the business process of a risk or safety organization," Reliability Engineering and System Safety, Elsevier, vol. 99(C), pages 74-86.
    10. Robert Perlack, Robert & Eaton, Lawrence & Thurhollow, Anthony & Langholtz, Matt & De La Torre Ugarte, Daniel, 2011. "US billion-ton update: biomass supply for a bioenergy and bioproducts industry," MPRA Paper 89324, University Library of Munich, Germany, revised 2011.
    11. Martinez, Lauro J. & Lambert, James H. & Karvetski, Christopher W., 2011. "Scenario-informed multiple criteria analysis for prioritizing investments in electricity capacity expansion," Reliability Engineering and System Safety, Elsevier, vol. 96(8), pages 883-891.
    12. Yacov Y. Haimes & Stan Kaplan & James H. Lambert, 2002. "Risk Filtering, Ranking, and Management Framework Using Hierarchical Holographic Modeling," Risk Analysis, John Wiley & Sons, vol. 22(2), pages 383-397, April.
    13. Baker, Erin & Keisler, Jeffrey M., 2011. "Cellulosic biofuels: Expert views on prospects for advancement," Energy, Elsevier, vol. 36(1), pages 595-605.
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    Cited by:

    1. Heimir Thorisson & James H. Lambert & John J. Cardenas & Igor Linkov, 2017. "Resilience Analytics with Application to Power Grid of a Developing Region," Risk Analysis, John Wiley & Sons, vol. 37(7), pages 1268-1286, July.
    2. Michelmann, Johannes & Schmalz, Ulrike & Becker, Axel & Stroh, Florian & Behnke, Sebastian & Hornung, Mirko, 2023. "Influence of COVID-19 on air travel - A scenario study toward future trusted aviation," Journal of Air Transport Management, Elsevier, vol. 106(C).

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