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Resilience analytics with disruption of preferences and lifecycle cost analysis for energy microgrids

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  • Hamilton, Michelle C.
  • Lambert, James H.
  • Connelly, Elizabeth B.
  • Barker, Kash

Abstract

Innovative technologies are presenting opportunities to improve resilience of energy plans for industrial and military installations. The investment rationale is complicated by uncertain future conditions across the system lifecycle, including technology, climate, economy, and others. This paper introduces resilience analytics with scenario-based preferences as follows. Risk is addressed here as the degree of disruption of priorities for investments in engineering systems. The particular concern of this paper is disruption from shifts in public values, and to evaluate the resilience of investment plans to such shifts. It recognizes resilience models as compilations of instantaneous framings of initiatives, objectives, stakeholder preferences, and uncertainties. Problem frames can be considered in series, where inputs to frames are the outputs of previous frames. Or frames can be considered in parallel, featuring joint inputs while addressing differing questions. This paper presents a case study of resilience analytics focusing on two quantitative frames. In the first frame, scenario-based preferences are used to identify combinations of factors disruptive to energy innovation at installations. In the second frame, estimation of lifecycle costs is performed with respect to factors that were identified as influential in the previous frame.

Suggested Citation

  • Hamilton, Michelle C. & Lambert, James H. & Connelly, Elizabeth B. & Barker, Kash, 2016. "Resilience analytics with disruption of preferences and lifecycle cost analysis for energy microgrids," Reliability Engineering and System Safety, Elsevier, vol. 150(C), pages 11-21.
    • Handle: RePEc:eee:reensy:v:150:y:2016:i:c:p:11-21
    DOI: 10.1016/j.ress.2016.01.005
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    References listed on IDEAS

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    1. Shafieezadeh, Abdollah & Ivey Burden, Lindsay, 2014. "Scenario-based resilience assessment framework for critical infrastructure systems: Case study for seismic resilience of seaports," Reliability Engineering and System Safety, Elsevier, vol. 132(C), pages 207-219.
    2. Thekdi, Shital A. & Lambert, James H., 2015. "Integrated risk management of safety and development on transportation corridors," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 1-12.
    3. Ram, Camelia & Montibeller, Gilberto & Morton, Alec, 2011. "Extending the use of scenario planning and MCDA for the evaluation of strategic options," LSE Research Online Documents on Economics 32215, London School of Economics and Political Science, LSE Library.
    4. 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.
    5. Henry, Devanandham & Emmanuel Ramirez-Marquez, Jose, 2012. "Generic metrics and quantitative approaches for system resilience as a function of time," Reliability Engineering and System Safety, Elsevier, vol. 99(C), pages 114-122.
    6. 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.
    7. Brito, A.J. & de Almeida, A.T., 2009. "Multi-attribute risk assessment for risk ranking of natural gas pipelines," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 187-198.
    8. Tylock, Steven M. & Seager, Thomas P. & Snell, Jeff & Bennett, Erin R. & Sweet, Don, 2012. "Energy management under policy and technology uncertainty," Energy Policy, Elsevier, vol. 47(C), pages 156-163.
    9. Stewart, Theodor J. & French, Simon & Rios, Jesus, 2013. "Integrating multicriteria decision analysis and scenario planning—Review and extension," Omega, Elsevier, vol. 41(4), pages 679-688.
    10. Francis, Royce & Bekera, Behailu, 2014. "A metric and frameworks for resilience analysis of engineered and infrastructure systems," Reliability Engineering and System Safety, Elsevier, vol. 121(C), pages 90-103.
    11. Michelle C. Hamilton & Shital A. Thekdi & Elisabeth M. Jenicek & Russell S. Harmon & Michael E. Goodsite & Michael P. Case & Christopher W. Karvetski & James H. Lambert, 2013. "Case studies of scenario analysis for adaptive management of natural resource and infrastructure systems," Environment Systems and Decisions, Springer, vol. 33(1), pages 89-103, March.
    12. C Ram & G Montibeller & A Morton, 2011. "Extending the use of scenario planning and MCDA for the evaluation of strategic options," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 817-829, May.
    13. 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.
    14. Catrinu, M.D. & Nordgård, D.E., 2011. "Integrating risk analysis and multi-criteria decision support under uncertainty in electricity distribution system asset management," Reliability Engineering and System Safety, Elsevier, vol. 96(6), pages 663-670.
    15. Matthew J. Schroeder & James H. Lambert, 2011. "Scenario-based multiple criteria analysis for infrastructure policy impacts and planning," Journal of Risk Research, Taylor & Francis Journals, vol. 14(2), pages 191-214, February.
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    Cited by:

    1. Jasiūnas, Justinas & Lund, Peter D. & Mikkola, Jani, 2021. "Energy system resilience – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    2. Hussain, Akhtar & Bui, Van-Hai & Kim, Hak-Man, 2019. "Microgrids as a resilience resource and strategies used by microgrids for enhancing resilience," Applied Energy, Elsevier, vol. 240(C), pages 56-72.
    3. Ayedh Almutairi & John P. Wheeler & David L. Slutzky & James H. Lambert, 2019. "Integrating Stakeholder Mapping and Risk Scenarios to Improve Resilience of Cyber‐Physical‐Social Networks," Risk Analysis, John Wiley & Sons, vol. 39(9), pages 2093-2112, September.
    4. Taylan G. Topcu & Konstantinos Triantis, 2022. "An ex-ante DEA method for representing contextual uncertainties and stakeholder risk preferences," Annals of Operations Research, Springer, vol. 309(1), pages 395-423, February.
    5. Shortridge, Julie & Aven, Terje & Guikema, Seth, 2017. "Risk assessment under deep uncertainty: A methodological comparison," Reliability Engineering and System Safety, Elsevier, vol. 159(C), pages 12-23.
    6. Hossam A. Gabbar, 2021. "Resiliency Analysis of Hybrid Energy Systems within Interconnected Infrastructures," Energies, MDPI, vol. 14(22), pages 1-12, November.
    7. Bostick, T.P. & Connelly, E.B. & Lambert, J.H. & Linkov, I., 2018. "Resilience science, policy and investment for civil infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 175(C), pages 19-23.
    8. Almutairi, Ayedh & Collier, Zachary A. & Hendrickson, Daniel & Palma-Oliveira, José M. & Polmateer, Thomas L. & Lambert, James H., 2019. "Stakeholder mapping and disruption scenarios with application to resilience of a container port," Reliability Engineering and System Safety, Elsevier, vol. 182(C), pages 219-232.
    9. Jie Zhao & Ji Yun Lee & Dane Camenzind & Michael Wolcott & Kristin Lewis & Olivia Gillham, 2023. "Multi-Component Resilience Assessment Framework for a Supply Chain System," Sustainability, MDPI, vol. 15(7), pages 1-25, April.
    10. Hassler, Madison L. & Andrews, Daniel J. & Ezell, Barry C. & Polmateer, Thomas L. & Lambert, James H., 2020. "Multi-perspective scenario-based preferences in enterprise risk analysis of public safety wireless broadband network," Reliability Engineering and System Safety, Elsevier, vol. 197(C).
    11. Zachary A. Collier & Elizabeth B. Connelly & Thomas L. Polmateer & James H. Lambert, 2017. "Value chain for next-generation biofuels: resilience and sustainability of the product life cycle," Environment Systems and Decisions, Springer, vol. 37(1), pages 22-33, March.
    12. Corinne Curt & Jean‐Marc Tacnet, 2018. "Resilience of Critical Infrastructures: Review and Analysis of Current Approaches," Risk Analysis, John Wiley & Sons, vol. 38(11), pages 2441-2458, November.
    13. 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.

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