Performance and reliability analysis of computer systems: an example-based approach using the SHARPE software package
Introduction to Bayesian Networks
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Stochastic Well-Formed Colored Nets and Symmetric Modeling Applications
IEEE Transactions on Computers
PNPM '01 Proceedings of the 9th international Workshop on Petri Nets and Performance Models (PNPM'01)
IEEE Transactions on Software Engineering
Construction and stepwise refinement of dependability models
Performance Evaluation - Dependable systems and networks-performance and dependability symposium (DSN-PDS) 2002: Selected papers
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HSCC'03 Proceedings of the 6th international conference on Hybrid systems: computation and control
ICATPN'05 Proceedings of the 26th international conference on Applications and Theory of Petri Nets
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The paper describes a probabilistic approach based on methods of increasing modelling power and different analytical tractability, to analyse safety of turbine digital control system. First, a Fault-Tree (FT) has been built to model the system, assuming independent failures and binary states of its components. To include multi-states and sequentially dependent failures of the system components and to perform diagnoses, FT has been converted into a Bayesian Net. Moreover, to accommodate repair activity, FT has been converted into a Stochastic Petri Net. Due to the very large space of states of the resulting model, a coloured Petri Net model have been built to alleviate the state explosion problem. Safety measures have been computed, referring to the emergent standard IEC 61508. The applicability, the limits and the main selection criteria of the investigated methods are provided.