Title :
Risk Assessment in Complex Interacting Infrastructure Systems
Author :
Newman, D.E. ; Nkei, Bertrand ; Carreras, B.A. ; Dobson, I. ; Lynch, V.E. ; Gradney, Paul
Author_Institution :
University of Alaska, Fairbanks, AK
Abstract :
Critical infrastructures have some of the characteristic properties of complex systems. They exhibit infrequent large failures events. These events, though infrequent, often obey a power law distribution in their probability versus size. This power law behavior suggests that ordinary risk analysis might not apply to these systems. It is thought that some of this behavior comes from different parts of the systems interacting with each other both in space and time. While these complex infrastructure systems can exhibit these characteristics on their own, in reality these individual infrastructure systems interact with each other in even more complex ways. This interaction can lead to increased or decreased risk of failure in the individual systems. To investigate this and to formulate appropriate risk assessment tools for such systems, a set of models are used to study to impact of coupling complex systems. A probabilistic model and a dynamical model that have been used to study blackout dynamics in the power transmission grid are used as paradigms. In this paper, we investigate changes in the risk models based on the power law event probability distributions, when complex systems are coupled.
Keywords :
Communication networks; Couplings; Laboratories; Physics; Power system modeling; Power transmission; Probability distribution; Risk analysis; Risk management; Transportation;
Conference_Titel :
System Sciences, 2005. HICSS '05. Proceedings of the 38th Annual Hawaii International Conference on
Print_ISBN :
0-7695-2268-8
DOI :
10.1109/HICSS.2005.524