A Multicriteria Decision Analytic Approach to Systems Resilience

Jeffrey M. Keisler, Emily M. Wells, Igor Linkov

International Journal of Disaster Risk Science ›› 2024, Vol. 15 ›› Issue (5) : 657-672.

International Journal of Disaster Risk Science ›› 2024, Vol. 15 ›› Issue (5) : 657-672. DOI: 10.1007/s13753-024-00587-1
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A Multicriteria Decision Analytic Approach to Systems Resilience

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Abstract

This article develops a novel decision-oriented framework that strategically deconstructs systems resilience in a way that focuses on systems’ design, capabilities, and management. The framework helps evaluate and compare how system design choices impact system resilience. First, we propose a resilience score based on a piecewise linear approximation to a resilience curve. Using multicriteria decision analysis principles, we score system design alternatives in terms of system-specific capabilities. We estimate the relevance of these capabilities to resilience curve parameters associated with resilience phases. Finally, we interpret the derivatives of resilience with respect to the curve parameter values as the leverage of these parameters. Using multiple levels of weighted sums of the scores, we calculate the first order impact of system design choices first on a proxy for the generic resilience parameters and then on resilience, which allows situational characteristics to be incorporated in their natural terminology while mapping their impact on resilience with a traceable logic. We illustrate the approach by using existing materials to develop an example comparing engineered designs for minimizing post-wildfire flood impacts.

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Jeffrey M. Keisler, Emily M. Wells, Igor Linkov. A Multicriteria Decision Analytic Approach to Systems Resilience. International Journal of Disaster Risk Science, 2024, 15(5): 657‒672 https://doi.org/10.1007/s13753-024-00587-1

References

[]
American Society of Civil Engineers. Hazard-resilient infrastructure: Analysis and design, 2021 Reston, VA American Society of Civil Engineers
[]
AruldossM. A survey on multi criteria decision making methods and its applications. American Journal of Information Systems, 2013, 1(1): 31-43
[]
AyyubBM. Systems resilience for multihazard environments: Definition, metrics, and valuation for decision making. Risk Analysis, 2014, 34(2): 340-355
CrossRef Google scholar
[]
AyyubBM. Practical resilience metrics for planning, design, and decision making. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 2015, 1(3): Article 04015008
[]
BonstromH, CorotisRB. First-order reliability approach to quantify and improve building portfolio resilience. Journal of Structural Engineering, 2014, 142(8): Article C4014001
CrossRef Google scholar
[]
BostickTP, ConnellyEB, LambertJH, LinkovI. Resilience science, policy and investment for civil infrastructure. Reliability Engineering & System Safety, 2018, 175: 19-23
CrossRef Google scholar
[]
BruneauM, ReinhornAM. GardoniP. Structural engineering dilemmas, resilient EPCOT, and other perspectives on the road to engineering resilience. Routledge handbook of sustainable and resilient infrastructure, 2018 London Routledge 70-93
CrossRef Google scholar
[]
BurnettJT, EdgeleyCM. Factors influencing flood risk mitigation after wildfire: Insights for individual and collective action after the 2010 Schultz Fire. International Journal of Disaster Risk Reduction, 2023, 94: Article 103791
CrossRef Google scholar
[]
CeganJC, FilionAM, KeislerJM, LinkovI. Trends and applications of multi-criteria decision analysis in environmental sciences: Literature review. Environment Systems and Decisions, 2017, 37(2): 123-133
CrossRef Google scholar
[]
CinelliM, SpadaM, KimW, ZhangY, BurgherrP. MCDA Index Tool: An interactive software for developing indices and rankings. Environment Systems and Decisions, 2021, 41(1): 82-109
CrossRef Google scholar
[]
CutterSL, AhearnJA, AmadeiB, CrawfordP, EideEA, GallowayGE, GoodchildMF, KunreutherH, et al. . Disaster resilience: A national imperative. Environment, 2013, 55(2): 25-29
[]
DavisCA, AyyubB, McNeilS, KobayashiK, TatanoH, OnishiM, TakahashiY, HondaR, et al. . DavisCA, YuK, TacirogluE, et al. . Overview of a framework to engineer infrastructure resilience through assessment, management, and governance. Lifelines 2022: Advancing lifeline engineering for community resilience, 2022 Reston, VA American Society of Civil Engineers 901-1013
CrossRef Google scholar
[]
DebanoLF. The role of fire and soil heating on water repellency in wildland environments: A review. Journal of Hydrology, 2000, 231–232: 195-206
CrossRef Google scholar
[]
DoerrSH, ThomasAD. The role of soil moisture in controlling water repellency: New evidence from forest soils in Portugal. Journal of Hydrology, 2000, 231–232: 134-147
CrossRef Google scholar
[]
DormadyN, RoseA, RosoffH, Roa-HenriquezA. RuthM, ReisemannSG. Estimating the cost-effectiveness of resilience to disasters: Survey instrument design & refinement of primary data. Handbook on resilience of socio-technical systems, 2019 Cheltenham Edward Elgar 227-246
[]
DormadyN, RoseA, MorinCB, Roa-HenriquezA. The cost-effectiveness of economic resilience. International Journal of Production Economics, 2022, 244: Article 108371
CrossRef Google scholar
[]
Federal Emergency Management Agency. FEMA fact sheet flood after fire flood risks increase after fires, 2020 Washington, DC Federal Emergency Management Agency
[]
FerrisTLJ. A resilience measure to guide system design and management. IEEE Systems Journal, 2019, 13(4): 3708-3715
CrossRef Google scholar
[]
Fox-LentC, BatesME, LinkovI. A matrix approach to community resilience assessment: An illustrative case at Rockaway Peninsula. Environment Systems and Decisions, 2015, 35(2): 209-218
CrossRef Google scholar
[]
GaninAA, MassaroE, GutfraindA, SteenN, KeislerJM, KottA, MangoubiR, LinkovI. Operational resilience: Concepts, design and analysis. Scientific Reports, 2016, 6: Article 19540
CrossRef Google scholar
[]
Girona-GarcíaA, VieiraDCS, SilvaJ, FernándezC, RobichaudPR, KeizerJJ. Effectiveness of post-fire soil erosion mitigation treatments: A systematic review and meta-analysis. Earth-Science Reviews, 2021, 217: Article 103611
CrossRef Google scholar
[]
Griffiths, P.G., C.S. Magirl, R.H. Webb, E. Pytlak, P.A. Troch, and S.W. Lyon. 2009. Spatial distribution and frequency of precipitation during an extreme event: July 2006 mesoscale convective complexes and floods in southeastern Arizona. Water Resources Research 45(7). https://doi.org/10.1029/2008WR007380.
[]
HenryD, Ramirez-MarquezJE. Generic metrics and quantitative approaches for system resilience as a function of time. Reliability Engineering & System Safety, 2012, 99: 114-122
CrossRef Google scholar
[]
HuangIB, KeislerJ, LinkovI. Multi-criteria decision analysis in environmental sciences: Ten years of applications and trends. Science of the Total Environment, 2011, 409(19): 3578-3594
CrossRef Google scholar
[]
IzuakorC, WhiteR. Critical infrastructure asset identification: Policy, methodology and gap analysis. IFIP Advances in Information and Communication Technology, 2016, 485: 27-41
[]
KabirG, SadiqR, TesfamariamS. A review of multi-criteria decision-making methods for infrastructure management. Structure and Infrastructure Engineering, 2014, 10(9): 1176-1210
CrossRef Google scholar
[]
KeanJW, StaleyDM, LancasterJT, RengersFK, SwansonBJ, CoeJA, HernandezJL, SigmanAJ, et al. . Inundation, flow dynamics, and damage in the 9 January 2018 Montecito debris-flow event, California, USA: Opportunities and challenges for post-wildfire risk assessment. Geosphere, 2019, 15(4): 1140-1163
CrossRef Google scholar
[]
KeeneyRL. EdwardsW, MilesRF, Von WinterfeldtD. Developing objectives and attributes. Advances in decision analysis, 2007 Cambridge, UK Cambridge University Press 104-128
CrossRef Google scholar
[]
KurthMH, LarkinS, KeislerJM, LinkovI. Trends and applications of multi-criteria decision analysis: Use in government agencies. Environment Systems and Decisions, 2017, 37(2): 134-143
CrossRef Google scholar
[]
LinkovI, MobergE. Multi-criteria decision analysis: Environmental applications and case studies, 2014 Boca Raton, FL CRC Press
[]
LinkovI, TrumpBD. LinkovI, KeislerJ, LambertJH, FigueiraJR. Resilience quantification and assessment. The science and practice of resilience: Risk, systems and decisions, 2019 Cham Springer 81-101
CrossRef Google scholar
[]
LinkovI, TrumpBD. The science and practice of resilience, 2019 Cham Springer
CrossRef Google scholar
[]
LinkovI, SatterstromFK, KikerG, BatchelorC, BridgesT, FergusonE. From comparative risk assessment to multi-criteria decision analysis and adaptive management: Recent developments and applications. Environment International, 2006, 32(8): 1072-1093
CrossRef Google scholar
[]
LinkovI, EisenbergDA, PlourdeK, SeagerTP, AllenJ, KottA. Resilience metrics for cyber systems. Environment Systems and Decisions, 2013, 33(4): 471-476
CrossRef Google scholar
[]
LinkovI, TrumpBD, TrumpJ, PescaroliG, HynesW, MavrodievaA, PandaA. Resilience stress testing for critical infrastructure. International Journal of Disaster Risk Reduction, 2022, 82: Article 103323
CrossRef Google scholar
[]
MabroukM, HanH. Urban resilience assessment: A multicriteria approach for identifying urban flood-exposed risky districts using multiple-criteria decision-making tools (MCDM). International Journal of Disaster Risk Reduction, 2023, 91: Article 103684
CrossRef Google scholar
[]
MalvarMC, SilvaFC, PratsSA, VieiraDCS, CoelhoCOA, KeizerJJ. Short-term effects of post-fire salvage logging on runoff and soil erosion. Forest Ecology and Management, 2017, 400: 555-567
CrossRef Google scholar
[]
MarshK, ZaiserE, OrfanosP, SalverdaS, WilcoxT, SunS, DixitS. Evaluation of COPD treatments: A multicriteria decision analysis of aclidinium and tiotropium in the United States. Value in Health, 2017, 20(1): 132-140
CrossRef Google scholar
[]
MartinsMAS, VerheijenFGA, MalvarMC, SerpaD, González-PelayoO, KeizerJJ. Do wildfire and slope aspect affect soil water repellency in eucalypt plantations?—A two-year high resolution temporal dataset. CATENA, 2020, 189: Article 104471
CrossRef Google scholar
[]
New Mexico State Forestry. 2015. Post‐fire treatments: A primer for New Mexico communities. https://afterwildfirenm.org/post-fire-treatments/post-fire-treatments-pdf/copy_of_post-fire-treatments-pdf. Accessed 12 Oct 2024.
[]
PatelDA, LadVH, ChauhanKA, PatelKA. Development of bridge resilience index using multicriteria decision-making techniques. Journal of Bridge Engineering, 2020, 25(10): Article 04020090
CrossRef Google scholar
[]
PawarB, HuffmanM, KhanF, WangQ. Resilience assessment framework for fast response process systems. Process Safety and Environmental Protection, 2022, 163: 82-93
CrossRef Google scholar
[]
PoulinC, KaneMB. Infrastructure resilience curves: Performance measures and summary metrics. Reliability Engineering & System Safety, 2021, 216: Article 107926
CrossRef Google scholar
[]
PrasetyaARA, RachmawatiTA, UsmanF. A multicriteria approach to assessing landslide community resilience. Case study: Bumiaji sub-district. IOP Conference Series: Earth and Environmental Science, 2023, 1186(1): Article 012003
[]
ReutlingerA, HangleiterD, HartmannS. Understanding (with) toy models. The British Journal for the Philosophy of Science, 2018, 69(4): 1069-1099
CrossRef Google scholar
[]
RinaldiSM, PeerenboomJP, KellyTK. Identifying, understanding, and analyzing critical infrastructure interdependencies. IEEE Control Systems Magazine, 2001, 21(6): 11-25
CrossRef Google scholar
[]
RobichaudPR. Fire effects on infiltration rates after prescribed fire in northern Rocky Mountain forests, USA. Journal of Hydrology, 2000, 231–232: 220-229
CrossRef Google scholar
[]
RoccoCM, Hernández-PerdomoE, BarkerK. Multicriteria decision analysis approach for stochastic ranking with application to network resilience. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 2015, 2(1): Article 04015018
[]
RoegePE, CollierZA, MancillasJ, McDonaghJA, LinkovI. Metrics for energy resilience. Energy Policy, 2014, 72: 249-256
CrossRef Google scholar
[]
Rose, A. 2017. Benefit-cost analysis of economic resilience actions. In Oxford research encyclopedia of natural hazard science, ed. S. Cutter. New York: Oxford University Press. https://doi.org/10.1093/acrefore/9780199389407.013.69. Accessed 12 Oct 2024.
[]
Roszkowska, E., and T. Wachowicz. 2016. Analyzing the applicability of selected MCDA methods for determining the reliable scoring systems. https://www.researchgate.net/publication/305209304_Analyzing_the_Applicability_of_Selected_MCDA_Methods_for_Determining_the_Reliable_Scoring_Systems. Accessed 12 Oct 2024.
[]
SharmaN, TabandehA, GardoniP. Resilience analysis: A mathematical formulation to model resilience of engineering systems. Sustainable and Resilient Infrastructure, 2018, 3(2): 49-67
CrossRef Google scholar
[]
StaleyDM, KeanJW, RengersFK. The recurrence interval of post-fire debris-flow generating rainfall in the southwestern United States. Geomorphology, 2020, 370: Article 107392
CrossRef Google scholar
[]
SteeleK, CarmelY, CrossJ, WilcoxC. Uses and misuses of multicriteria decision analysis (MCDA) in environmental decision making. Risk Analysis, 2009, 29(1): 26-33
CrossRef Google scholar
[]
The White House. 2024. National security memorandum on critical infrastructure security and resilience NSM-22. https://www.whitehouse.gov/briefing-room/presidential-actions/2024/04/30/national-security-memorandum-on-critical-infrastructure-security-and-resilience/. Accessed 12 Oct 2024.
[]
WangC, AyyubBM, AhmedA. Time-dependent reliability and resilience of aging structures exposed to multiple hazards in a changing environment. Resilient Cities and Structures, 2022, 1(3): 40-51
CrossRef Google scholar
[]
YangM, SunH, GengS. On the quantitative resilience assessment of complex engineered systems. Process Safety and Environmental Protection, 2023, 174: 941-950
CrossRef Google scholar
[]
YilmazOS, AkyuzDE, AkselM, DikiciM, AkgulMA, YagciO, SanliFB, AksoyH. Evaluation of pre- and post-fire flood risk by analytical hierarchy process method: A case study for the 2021 wildfires in Bodrum, Turkey. Landscape and Ecological Engineering, 2023, 19(2): 271-288
CrossRef Google scholar
[]
ZareiE, RamavandiB, DarabiAH, OmidvarM. A framework for resilience assessment in process systems using a fuzzy hybrid MCDM model. Journal of Loss Prevention in the Process Industries, 2021, 69: Article 104375
CrossRef Google scholar
[]
ZhangZ, SrivastavaPR, EachempatiP, YuY. An intelligent framework for analyzing supply chain resilience of firms in China: A hybrid multicriteria approach. International Journal of Logistics Management, 2023, 34(2): 443-472

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