A metric and frameworks for resilience analysis of engineered and infrastructure systems

Abstract In this paper, we have reviewed various approaches to defining resilience and the assessment of resilience. We have seen that while resilience is a useful concept, its diversity in usage complicates its interpretation and measurement. In this paper, we have proposed a resilience analysis framework and a metric for measuring resilience. Our analysis framework consists of system identification, resilience objective setting, vulnerability analysis, and stakeholder engagement. The implementation of this framework is focused on the achievement of three resilience capacities: adaptive capacity, absorptive capacity, and recoverability. These three capacities also form the basis of our proposed resilience factor and uncertainty-weighted resilience metric. We have also identified two important unresolved discussions emerging in the literature: the idea of resilience as an epistemological versus inherent property of the system, and design for ecological versus engineered resilience in socio-technical systems. While we have not resolved this tension, we have shown that our framework and metric promote the development of methodologies for investigating “deep” uncertainties in resilience assessment while retaining the use of probability for expressing uncertainties about highly uncertain, unforeseeable, or unknowable hazards in design and management activities.

[1]  James H. Lambert,et al.  Extreme Event Scenarios for Planning of Infrastructure Projects , 2002 .

[2]  Yakov Ben-Haim,et al.  Why Risk Analysis is Difficult, and Some Thoughts on How to Proceed , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[3]  Charles E Ebeling,et al.  An Introduction to Reliability and Maintainability Engineering , 1996 .

[4]  James H. Lambert,et al.  Evaluating deep uncertainties in strategic priority‐setting with an application to facility energy investments , 2012, Syst. Eng..

[5]  Stephanie E. Chang,et al.  Life-Cycle Cost Analysis with Natural Hazard Risk , 1996 .

[6]  大西 仁,et al.  Pearl, J. (1988, second printing 1991). Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan-Kaufmann. , 1994 .

[7]  James M. Kendra,et al.  Elements of resilience after the World Trade Center disaster: reconstituting New York City's Emergency Operations Centre. , 2003, Disasters.

[8]  Eric D. Vugrin,et al.  A resilience assessment framework for infrastructure and economic systems: Quantitative and qualitative resilience analysis of petrochemical supply chains to a hurricane , 2011 .

[9]  Devanandham Henry,et al.  Generic metrics and quantitative approaches for system resilience as a function of time , 2012, Reliab. Eng. Syst. Saf..

[10]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[11]  C. S. Holling Resilience and Stability of Ecological Systems , 1973 .

[12]  Erik Hollnagel,et al.  Epilogue: Resilience Engineering Precepts , 2006 .

[13]  S. French Value‐focused thinking: A path to creative decision making, Keeney, R. L., Cambridge, MA: Harvard University Press, 1992, ISBN 0‐674‐93197‐1 , 1993 .

[14]  Charles C. Thiel,et al.  Earthquake Spectra , 1984 .

[15]  R. Martin Regional Economic Resilience, Hysteresis and Recessionary Shocks , 2012 .

[16]  Steven M. Rinaldi,et al.  Modeling and simulating critical infrastructures and their interdependencies , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[17]  Yacov Y Haimes,et al.  On the Definition of Resilience in Systems , 2009, Risk analysis : an official publication of the Society for Risk Analysis.

[18]  A. Hasman,et al.  Probabilistic reasoning in intelligent systems: Networks of plausible inference , 1991 .

[19]  James P. Peerenboom,et al.  Identifying, understanding, and analyzing critical infrastructure interdependencies , 2001 .

[20]  Michel Bruneau,et al.  A Framework to Quantitatively Assess and Enhance the Seismic Resilience of Communities , 2003 .

[21]  Jonas Johansson,et al.  An approach for modelling interdependent infrastructures in the context of vulnerability analysis , 2010, Reliab. Eng. Syst. Saf..

[22]  Erik Hollnagel,et al.  Resilience : The challenge of the unstable , 2006 .

[23]  B. Allenby,et al.  Toward Inherently Secure and Resilient Societies , 2005, Science.

[24]  Will Focht,et al.  Public Participation in Life Cycle Assessment and Risk Assessment: A Shared Need , 2002, Risk analysis : an official publication of the Society for Risk Analysis.

[25]  Graeme S. Cumming,et al.  An Exploratory Framework for the Empirical Measurement of Resilience , 2005, Ecosystems.

[26]  Richard Wilson Risk analysis , 1986, Nature.

[27]  Massimo Marchiori,et al.  Vulnerability and protection of infrastructure networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[28]  Ann Blandford,et al.  A resilience markers framework for small teams , 2011, Reliab. Eng. Syst. Saf..

[29]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[30]  Terje Aven,et al.  A risk perspective suitable for resilience engineering , 2011 .

[31]  J. N. R. Jeffers,et al.  Graphical Models in Applied Multivariate Statistics. , 1990 .

[32]  Yacov Y Haimes,et al.  On the Complex Definition of Risk: A Systems‐Based Approach , 2009, Risk analysis : an official publication of the Society for Risk Analysis.

[33]  Joost R. Santos,et al.  An integrated approach to customer elicitation for the aerospace sector , 2006 .

[34]  Constantine Samaras,et al.  Capabilities-Based Planning for Energy Security at Department of Defense Installations , 2013 .

[35]  Jon Norberg,et al.  Resilience Management in Social-ecological Systems: a Working Hypothesis for a Participatory Approach , 2002 .

[36]  J. Fiksel Sustainability and Resilience: Toward a Systems Approach , 2006, IEEE Engineering Management Review.

[37]  Yacov Y Haimes,et al.  On the Definition of Vulnerabilities in Measuring Risks to Infrastructures , 2006, Risk analysis : an official publication of the Society for Risk Analysis.

[38]  V. Ebrahimipour,et al.  A new method for quantitative assessment of resilience engineering by PCA and NT approach: A case study in a process industry , 2013, Reliab. Eng. Syst. Saf..

[39]  Y. Ben-Haim Info-Gap Decision Theory: Decisions Under Severe Uncertainty , 2006 .

[40]  Joost R. Santos,et al.  INOPERABILITY INPUT-OUTPUT MODEL 2 . 1 . Background : Leontief Input-Output Model , 2005 .

[41]  J. Torres,et al.  Micropolis: A Virtual City for Water Distribution System Research Applications , 2006 .

[42]  James H. Lambert,et al.  Prioritizing Infrastructure Investments in Afghanistan with Multiagency Stakeholders and Deep Uncertainty of Emergent Conditions , 2012 .

[43]  A. Kinzig,et al.  Resilience and Regime Shifts: Assessing Cascading Effects , 2006 .

[44]  C. S. Holling,et al.  Barriers and bridges to the renewal of ecosystems and institutions , 1997 .

[45]  P. Fraser Johnson,et al.  Purchasing and Supply Management , 2001 .

[46]  Gudela Grote,et al.  RULES MANAGEMENT AS SOURCE FOR LOOSE COUPLING IN HIGH-RISK SYSTEMS , 2016 .

[47]  姜哲,et al.  韧性(Resilience)的概念分析 , 2008 .

[48]  S. Rahman Reliability Engineering and System Safety , 2011 .

[49]  Enrico Zio,et al.  Some considerations on the treatment of uncertainties in risk assessment for practical decision making , 2011, Reliab. Eng. Syst. Saf..

[50]  Thomas P Seager,et al.  Lessons in risk‐ versus resilience‐based design and management , 2011, Integrated environmental assessment and management.

[51]  J. Fiksel Sustainability and Resilience: Toward a Systems Approach , 2006, IEEE Engineering Management Review.

[52]  Ross D. Shachter Advances in Decision Analysis: Model Building with Belief Networks and Influence Diagrams , 2007 .

[53]  Louis Anthony Cox,et al.  Confronting Deep Uncertainties in Risk Analysis , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[54]  Adam Rose,et al.  Defi ning and Measuring Economic Resilience to Earthquakes , 2004 .

[55]  Stan Kaplan,et al.  The Words of Risk Analysis , 1997 .

[56]  詳子 斎藤,et al.  Value-Focused Thinking の拡張とその応用 , 2003 .

[57]  T. Bedford,et al.  Expert elicitation for reliable system design , 2006, 0708.0279.

[58]  Edward M. Roche,et al.  Critical Foundations: Protecting America's Infrastructures , 1998 .

[59]  Stephanie E. Chang Evaluating disaster mitigations: methodology for urban infrastructure systems , 2003 .

[60]  Fu Zhao,et al.  A resilience perspective on biofuel production , 2011, Integrated environmental assessment and management.

[61]  A. Saltelli,et al.  Reliability Engineering and System Safety , 2008 .

[62]  Terje Aven,et al.  On Some Recent Definitions and Analysis Frameworks for Risk, Vulnerability, and Resilience , 2011, Risk analysis : an official publication of the Society for Risk Analysis.

[63]  James H. Lambert,et al.  Research and Development Priorities for Energy Islanding of Military and Industrial Installations , 2013 .

[64]  Michael E. Mann,et al.  The influence of climate state variables on Atlantic Tropical Cyclone occurrence rates , 2007 .

[65]  Seth D. Guikema,et al.  Probabilistic life cycle analysis model for evaluating electric power infrastructure risk mitigation investments , 2011 .

[66]  W. Walker,et al.  Deep Uncertainty , 2012 .

[67]  Joseph Fiksel,et al.  Designing resilient, sustainable systems. , 2003, Environmental science & technology.

[68]  Christopher W. Karvetski,et al.  Flood Protection Diversification to Reduce Probabilities of Extreme Losses , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[69]  R. Lempert,et al.  Identifying and evaluating robust adaptive policy responses to climate change for water management agencies in the American west , 2010 .

[70]  James H. Lambert,et al.  Diversification of infrastructure projects for emergent and unknown non‐systematic risks , 2011 .

[71]  C.A.J. Vlek Encyclopedia of global environmental change, volume 5. , 2001 .

[72]  Norman Fenton,et al.  Comment. Expert Elicitation for Reliable System Design. , 2006 .

[73]  W. Adger Social and ecological resilience: are they related? , 2000 .

[74]  C. Perrings Resilience and sustainable development , 2006, Environment and Development Economics.

[75]  A. Reinhorn,et al.  Overview of the Resilience Concept , 2006 .

[76]  S. Carpenter,et al.  Social-Ecological Resilience to Coastal Disasters , 2005, Science.

[77]  Gabriel Alejandro Montoya,et al.  Assessing Resilience in Power Grids as a Particular Case of Supply Chain Management , 2012 .