Home List of Titles Safety analysis of an airbag system using probabilistic FMEA and probabilistic counterexamples
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- Safety analysis of an airbag system using probabilistic FMEA and probabilistic counterexamples
- Aljazzar, H.; Fischer, M.; Grunske, L.; Kuntz, M.; Leitner-Fischer, F.; Leue, S.
- Failure mode and effects analysis (FMEA) is a technique to reason about possible system hazards that result from system or system component failures. Traditionally, FMEA does not take the probabilities with which these failures may occur into account. Recently, this shortcoming was addressed by integrating stochastic model checking techniques into the FMEA process. A further improvement is the integration of techniques for the generation of counterexamples for stochastic models, which we propose in this paper. Counterexamples facilitate the redesign of a potentially unsafe system by providing information which components contribute most to the failure of the entire system. The usefulness of this novel approach to the FMEA process is illustrated by applying it to the case study of an airbag system provided by our industrial partner, the TRW Automotive GmbH.
- Publication type
- Conference paper
- Research centre
- Swinburne University of Technology
- Proceedings of the 6th International Conference on the Quantitative Evaluation of Systems (QEST 2009), Budapest, Hungary, 13-16 September 2009, pp. 299-308
- Publication year
- FOR Code(s)
- 080309 Software Engineering
- Airbag systems; Failure mode and effects analysis; Probabilistic FMEA; Safety assessment
- Publisher URL
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