System of systems dependability - Theoretical models and applications examples

The aim of this article is to generalise the concept of "dependability" in a way, that could be applied to all types of systems, especially the system of systems (SoS), operating under both normal and abnormal work conditions. In order to quantitatively assess the dependability we applied service continuity oriented approach. This approach is based on the methodology of service engineering and is closely related to the idea of resilient enterprise as well as to the concept of disruption-tolerant operation. On this basis a framework for evaluation of SoS dependability has been developed in a static as well as dynamic approach. The static model is created as a fuzzy logic-oriented advisory expert system and can be particularly useful at the design stage of SoS. The dynamic model is based on the risk oriented approach, and can be useful both at the design stage and for management of SoS. The integrated model of dependability can also form the basis for a new definition of the dependability engineering, namely as a superior discipline to reliability engineering, safety engineering, security engineering, resilience engineering and risk engineering.

[1]  D. Waters Supply Chain Risk Management: Vulnerability and Resilience in Logistics , 2007 .

[2]  J. Mill A System of Logic , 1843 .

[3]  Richard A. Stephans System safety for the 21st century , 2013 .

[4]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

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

[6]  Enrico Zio,et al.  From complexity science to reliability efficiency: a new way of looking at complex network systems and critical infrastructures , 2007, Int. J. Crit. Infrastructures.

[7]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[8]  Enrico Zio,et al.  Reliability engineering: Old problems and new challenges , 2009, Reliab. Eng. Syst. Saf..

[9]  M. C. Holcomb,et al.  Understanding the concept of supply chain resilience , 2009 .

[10]  K. Boulding General Systems Theory---The Skeleton of Science , 1956 .

[11]  Ron Westrum,et al.  A Typology of Resilience Situations , 2017 .

[12]  Terje Aven,et al.  The risk concept - historical and recent development trends , 2012, Reliab. Eng. Syst. Saf..

[13]  Enrico Zio,et al.  Vulnerable Systems , 2011 .

[14]  D. M. Clarke Managing the Unexpected: Resilient Performance in an Age of Uncertainty (2nd edn) Karl E Weick and Kathleen M Sutcliffe (2007) Wiley & Sons, San Francisco; ISBN 978-0-7879-9649-9; HC; 194 pages; USD 27.05 , 2008, Journal of Management & Organization.

[15]  Germaine H. Saad,et al.  Managing Disruption Risks in Supply Chains , 2005 .

[16]  William H. Pierce Failure-Tolerant Computer Design , 2014 .

[17]  Cihan H. Dagli,et al.  Taxonomy of Systems-of-Systems , 2005 .

[18]  Hau L. Lee,et al.  Mitigating supply chain risk through improved confidence , 2004 .

[19]  Andrei Borshchev,et al.  Decision Support Tool-Supply Chain , 2002, Proceedings of the Winter Simulation Conference.

[20]  T. O’Rourke,et al.  Critical Infrastructure , Interdependencies , and Resilience , 2022 .

[21]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[22]  George J. Klir,et al.  Facets of Systems Science , 1991 .

[23]  Lotfi A. Zadeh,et al.  Toward a generalized theory of uncertainty (GTU)--an outline , 2005, Inf. Sci..

[24]  Lotfi A. Zadeh,et al.  General System Theory , 1962 .

[25]  Jayashankar M. Swaminathan,et al.  Modeling Supply Chain Dynamics: A Multiagent Approach , 1998 .

[26]  L Bukowski,et al.  A unified model of systems dependability and process continuity for complex supply chains , 2014 .

[27]  Terje Aven,et al.  Implications of black swans to the foundations and practice of risk assessment and management , 2015, Reliab. Eng. Syst. Saf..

[28]  Y. Sheffi,et al.  A supply chain view of the resilient enterprise , 2005 .

[29]  M. D. Mesarović,et al.  Mathematical theory of general systems , 1971 .

[30]  Erik Hollnagel,et al.  Resilience Engineering : New directions for measuring and maintaining safety in complex systems Final Report , November 2008 , 2008 .

[31]  Malini Natarajarathinam,et al.  Managing supply chains in times of crisis: a review of literature and insights , 2009 .

[32]  L. Bukowski,et al.  Application of fuzzy sets in evaluation of failure likelihood , 2005, 18th International Conference on Systems Engineering (ICSEng'05).

[33]  George J. Klir,et al.  Generalized information theory: aims, results, and open problems , 2004, Reliab. Eng. Syst. Saf..

[34]  Jan Hovden,et al.  Leading indicators applied to maintenance in the framework of resilience engineering : A conceptual approach. , 2008 .

[35]  L. Bukowski,et al.  Vector Conception of Technical Systems' Dependability , 2008, 2008 19th International Conference on Systems Engineering.

[36]  Enrico Zio,et al.  Uncertainty in Risk Assessment , 2014 .

[37]  Paul Amyotte,et al.  Resilience of chemical industrial areas through attenuation-based security , 2014, Reliab. Eng. Syst. Saf..

[38]  Ronald R. Yager,et al.  Uncertainty modeling and decision support , 2004, Reliab. Eng. Syst. Saf..

[39]  Karl E. Weick,et al.  Managing the unexpected: resilient performance in an age of uncertainty, second edition , 2007 .

[40]  Abdollah Shafieezadeh,et al.  Scenario-based resilience assessment framework for critical infrastructure systems: Case study for seismic resilience of seaports , 2014, Reliab. Eng. Syst. Saf..

[41]  Carl E. Landwehr,et al.  Basic concepts and taxonomy of dependable and secure computing , 2004, IEEE Transactions on Dependable and Secure Computing.

[42]  J. L. Cavinato Supply chain logistics risks: From the back room to the board room , 2004 .

[43]  Mohammad Jamshidi,et al.  System of systems engineering : innovations for the 21st century , 2008 .

[44]  M. Christopher,et al.  Building the Resilient Supply Chain , 2004 .

[45]  L. Bukowski,et al.  Fuzzy logic expert system for supply chain resilience modelling and simulation , 2015 .

[46]  Y. Sheffi Supply Chain Management Under The Threat Of International Terrorism , 2001 .

[47]  Jerzy Feliks,et al.  Modelling and simulation of disruption risk in the complex logistic networks—a multimethod approach , 2015 .

[48]  Andres Sousa-Poza,et al.  System of systems engineering: an emerging multidiscipline , 2008, Int. J. Syst. Syst. Eng..

[49]  Russell L. Ackoff,et al.  Idealized design : creating an organization's future , 2006 .

[50]  Nancy G. Leveson Software Challenges in Achieving Space Safety , 2009 .

[51]  R. Kaplan,et al.  Managing Risks: A New Framework , 2012 .

[52]  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.

[53]  Irene Eusgeld,et al.  "System-of-systems" approach for interdependent critical infrastructures , 2011, Reliab. Eng. Syst. Saf..

[54]  Joseph H. Saleh,et al.  Highlights from the early (and pre-) history of reliability engineering , 2006, Reliab. Eng. Syst. Saf..

[55]  Göran Svensson,et al.  A conceptual framework for the analysis of vulnerability in supply chains , 2000 .

[56]  G. Weinberg An Introduction to General Systems Thinking , 1975 .

[57]  Lars Skyttner,et al.  General Systems Theory: Perspectives, Problems, Practice , 2006 .

[58]  Jean-Claude Laprie,et al.  Dependability engineering of complex computing systems , 2000, Proceedings Sixth IEEE International Conference on Engineering of Complex Computer Systems. ICECCS 2000.

[59]  R. Ackoff Towards a System of Systems Concepts , 1971 .

[60]  Alexander M. Millkey The Black Swan: The Impact of the Highly Improbable , 2009 .

[61]  George J. Klir,et al.  An approach to general systems theory , 1971 .

[62]  Andrés Silva,et al.  A modeling framework for the resilience analysis of networked systems-of-systems based on functional dependencies , 2014, Reliab. Eng. Syst. Saf..

[63]  Enrico Zio,et al.  An Introduction to the Basics of Reliability and Risk Analysis , 2007 .

[64]  Kash Barker,et al.  Resilience-based network component importance measures , 2013, Reliab. Eng. Syst. Saf..

[65]  Yossi Sheffi,et al.  The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage , 2005 .

[66]  David Woods,et al.  Resilience Engineering: Concepts and Precepts , 2006 .

[67]  Waldemar Karwowski,et al.  Introduction to Service Engineering , 2010 .

[68]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[69]  S. Kaplan,et al.  On The Quantitative Definition of Risk , 1981 .

[70]  Michael Luck,et al.  Understanding Agent Systems , 2001, Springer Series on Agent Technology.

[71]  Wolfgang Kröger,et al.  Critical infrastructures at risk: A need for a new conceptual approach and extended analytical tools , 2008, Reliab. Eng. Syst. Saf..