Title :
Interdependency modeling and analysis of critical infrastructures based on Dynamic Bayesian Networks
Author :
Giorgio, Alessandro Di ; Liberati, Francesco
Author_Institution :
Comput. & Syst. Sci. Dept. A. Ruberti, Sapienza Univ. of Rome, Rome, Italy
Abstract :
This paper presents a novel approach to the critical infrastructure (CI) interdependencies analysis, based on the Dynamic Bayesian Network (DBN) formalism. Our original modeling procedure divides the DBN in three levels: an atomic events level, which models the adverse events impacting on the analyzed CIs, a propagation level, which captures CI interdependencies, and a services level, which allows to monitor the state of provided services. Three types of analyses can be performed: a reliability study, an adverse events propagation study, and a failure identification analysis. A case study provided by Israel Electric Corporation is considered, and explicative simulations are presented and discussed in detail.
Keywords :
belief networks; critical infrastructures; failure analysis; reliability; Israel electric corporation; critical infrastructure interdependencies analysis; dynamic Bayesian network formalism; failure identification analysis; interdependency modeling; Bayesian methods; Circuit breakers; Circuit faults; Meteorology; Optical switches; Probabilistic logic; Topology; Adverse events propagation; Dynamic Bayesian Networks; critical infrastructures; distribution grids; failure prediction; reliability; supervisory control and data acquisition;
Conference_Titel :
Control & Automation (MED), 2011 19th Mediterranean Conference on
Conference_Location :
Corfu
Print_ISBN :
978-1-4577-0124-5
DOI :
10.1109/MED.2011.5983016