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Synthetic Safety Analysis: A Systematic Approach in Combination of Fault Tree Analysis and Fuzzy Failure Modes and Effect Analysis

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Proceedings of the 4th International Conference on Computer Engineering and Networks

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 355))

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Abstract

Two classical methods in safety analysis, FTA and FMEA, are generally used separately in operating analysis orientations. But this one-direction systematic technique becomes more difficult in facing today’s software architecture with increasingly higher complexity; moreover, the simple risk priority number (RPN) in original FMEA can no longer meet the urgent request of higher accuracy in the development of efficient safety analysis. Thus, a new synthetic approach is put forward with the combination of FTA and FMEA. In addition, a system-level fuzzy-RPN and top-fRPN are provided to show the effect of events on their systems to help people make decisions based on a three-dimensional risk ranking instead of failure probability. The case study has demonstrated the methodology thus developed. Our method tends to improve the range of technical adaptability of safety analysis.

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References

  1. Bozzano M, Villafiorita A. Design and safety assessment of critical systems. Unite States: Auerbach Publishers Inc; 2010. p. 5–121.

    Book  Google Scholar 

  2. Stamatelatos M, NASA HQ, et al. Fault tree handbook with aerospace applications, version 1.1. Washington: NASA Publication; 2002. p. 4–6.

    Google Scholar 

  3. Wang YM, Chin KS, Poon GKK, Yang JB. Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Syst Appl. 2009;36:1195–207.

    Article  Google Scholar 

  4. Yang ZL, Bonsall S, Wang J. Fuzzy rule-based Bayesian reasoning approach for prioritization of failures in FMEA. IEEE Trans Reliab. 2008;57(3):517–28.

    Article  Google Scholar 

  5. Rausand M, Hoyland A. System reliability theory: models, statistical methods, and applications, vol. 2. New Jersey: Wiley Series in Probability and Statistics; 2004. p. 88–9.

    Google Scholar 

  6. Liu H, Liu L, et al. Failure mode and effect analysis using fuzzy evidential reasoning approach and grey theory. Expert Syst Appl. 2011;38:4403–15.

    Article  Google Scholar 

  7. Zhou JL, Sun Q. Reliability analysis based on binary decision diagrams. J Qual Maint Eng. 1998;4(2):150–61.

    Article  Google Scholar 

  8. Esparza J, Schwoon S. A BDD-based model checker for recursive programs[J]. Lect Notes Comput Sci. 2001;2102:324–36.

    Article  Google Scholar 

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Acknowledgments

The work described in this chapter has been supported by the Innovation Program of Shanghai Municipal Education Commission (no. 13ZZ023) and the National Natural Science Foundation of China under grant no. 61232007, 91118004.

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Correspondence to Guannan Su .

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© 2015 Springer International Publishing Switzerland

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Su, G., Huang, L., Fu, X. (2015). Synthetic Safety Analysis: A Systematic Approach in Combination of Fault Tree Analysis and Fuzzy Failure Modes and Effect Analysis. In: Wong, W. (eds) Proceedings of the 4th International Conference on Computer Engineering and Networks. Lecture Notes in Electrical Engineering, vol 355. Springer, Cham. https://doi.org/10.1007/978-3-319-11104-9_46

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  • DOI: https://doi.org/10.1007/978-3-319-11104-9_46

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11103-2

  • Online ISBN: 978-3-319-11104-9

  • eBook Packages: EngineeringEngineering (R0)

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