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Behavioral Fault Modelling and Analysis with BIP: A Wheel Brake System Case Study

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Book cover Algorithms and Architectures for Parallel Processing (ICA3PP 2020)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 12454))

Abstract

BIP (Behavior-Interaction-Priority) is a component-based framework supporting rigorous design of complex systems. Systems are modelled by a set of components and connectors. Behavioral fault modelling and analysis refers to an integration of model based system design and safety analysis. In this paper, we integrate fault tree based safety analysis into BIP model and apply statistical model checking to verify system specification and calculate probability of fault issues. We also trace the simulation result to confirm the extended system model without fault keeps consistence of the nominal system model. We illustrate an airplane wheel brake system meeting the industry standards as case study to show its advantage in analyzing faulty behavior of safety-critical systems in aerospace practice.

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References

  1. Uniform Distribution (Continuous). https://www.mathworks.com/help/stats/uniform-distribution-continuous.html

  2. Advisory Circulars (ACs) 25.1309-1A - System Design and Analysis (1988)

    Google Scholar 

  3. ARP4761 - Guidelines and methods for conducting the safety assessment process on civil airborne systems and equipment (1996)

    Google Scholar 

  4. ARP4754A - Guidelines for Development of Civil Aircraft and Systems (2010)

    Google Scholar 

  5. AIR6110 - Contiguous Aircraft/System Development Process Example (2011)

    Google Scholar 

  6. Aerospace Structures: Society of Automotive Engineers, Architecture Analysis and Design Language (AADL), Annex E: Error Model Annex (Annex Volume 1), April 2011

    Google Scholar 

  7. Akerlund, O., et al.: ISAAC, a framework for integrated safety analysis of functional, geometrical and human aspects, January 2007

    Google Scholar 

  8. Basu, A., et al.: Rigorous component-based system design using the BIP framework. IEEE Softw. 28, 41–48 (2011)

    Article  Google Scholar 

  9. Basu, A., Bozga, M., Sifakis, J.: Modeling heterogeneous real-time components in BIP. In: Fourth IEEE International Conference on Software Engineering and Formal Methods (SEFM 2006), pp. 3–12 (2006)

    Google Scholar 

  10. Basu, A., Bensalem, S., Bozga, M., Bourgos, P., Sifakis, J.: Rigorous system design: the BIP approach. In: Kotásek, Z., Bouda, J., Černá, I., Sekanina, L., Vojnar, T., Antoš, D. (eds.) MEMICS 2011. LNCS, vol. 7119, pp. 1–19. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-25929-6_1

    Chapter  Google Scholar 

  11. Basu, A., Bensalem, S., Bozga, M., Caillaud, B., Delahaye, B., Legay, A.: Statistical abstraction and model-checking of large heterogeneous systems. In: Hatcliff, J., Zucca, E. (eds.) FMOODS/FORTE -2010. LNCS, vol. 6117, pp. 32–46. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-13464-7_4

    Chapter  Google Scholar 

  12. Basu, A., Bensalem, S., Bozga, M., Delahaye, B., Legay, A., Sifakis, E.: Verification of an AFDX infrastructure using simulations and probabilities. In: Barringer, H., et al. (eds.) RV 2010. LNCS, vol. 6418, pp. 330–344. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-16612-9_25

    Chapter  Google Scholar 

  13. Biehl, M., Chen, D.J., Törngren, M.: Integrating safety analysis into the model-based development toolchain of automotive embedded systems. ACM SIGPLAN Not. 45, 125–132 (2010)

    Article  Google Scholar 

  14. Bliudze, S., et al.: Formal verification of infinite-state BIP models. In: Finkbeiner, B., Pu, G., Zhang, L. (eds.) ATVA 2015. LNCS, vol. 9364, pp. 326–343. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-24953-7_25

    Chapter  Google Scholar 

  15. Bozzano, M., et al.: Formal design and safety analysis of AIR6110 wheel brake system. In: Kroening, D., Păsăreanu, C.S. (eds.) CAV 2015. LNCS, vol. 9206, pp. 518–535. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-21690-4_36

    Chapter  Google Scholar 

  16. Bozzano, M., et al.: ESACS: an integrated methodology for design and safety analysis of complex systems, June 2003

    Google Scholar 

  17. Brunel, J., et al.: Performing safety analyses with AADL and AltaRica. In: Bozzano, M., Papadopoulos, Y. (eds.) IMBSA 2017. LNCS, vol. 10437, pp. 67–81. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-64119-5_5

    Chapter  Google Scholar 

  18. Delange, J., Feiler, P.: Architecture fault modeling with the AADL error-model annex. In: 2014 40th EUROMICRO Conference on Software Engineering and Advanced Applications, pp. 361–368 (2014)

    Google Scholar 

  19. Ern, B., Nguyen, V.Y., Noll, T.: Characterization of failure effects on AADL models. In: Bitsch, F., Guiochet, J., Kaâniche, M. (eds.) SAFECOMP 2013. LNCS, vol. 8153, pp. 241–252. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-40793-2_22

    Chapter  Google Scholar 

  20. Feiler, P., Rugina, A.: Dependability modeling with the architecture analysis and design language (AADL), January 2007

    Google Scholar 

  21. Haasl, D.F., Roberts, N.H., Vesely, W.E., Goldberg, F.F.: Fault Tree Handbook

    Google Scholar 

  22. Hérault, T., Lassaigne, R., Magniette, F., Peyronnet, S.: Approximate probabilistic model checking. In: Steffen, B., Levi, G. (eds.) VMCAI 2004. LNCS, vol. 2937, pp. 73–84. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-24622-0_8

    Chapter  MATH  Google Scholar 

  23. Joshi, A., Miller, S.P., Whalen, M., Heimdahl, M.P.E.: A proposal for model-based safety analysis. In: 24th Digital Avionics Systems Conference, vol. 2, pp. 13 (2005)

    Google Scholar 

  24. Konnov, I., Kotek, T., Wang, Q., Veith, H., Bliudze, S., Sifakis, J.: Parameterized systems in BIP: design and model checking. In: Proceedings of the 27th International Conference on Concurrency Theory (CONCUR 2016), pp. 30–31. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik (2016)

    Google Scholar 

  25. Larsen, K.G., Legay, A.: Statistical model checking past, present, and future. In: Margaria, T., Steffen, B. (eds.) ISoLA 2014. LNCS, vol. 8803, pp. 135–142. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-45231-8_10

    Chapter  Google Scholar 

  26. Lisagor, O., Kelly, T., Niu, R.: Model-based safety assessment: review of the discipline and its challenges. In: The Proceedings of 2011 9th International Conference on Reliability, Maintainability and Safety, pp. 625–632 (2011)

    Google Scholar 

  27. L’Ecuyer, P., Mandjes, M., Tuffin, B.: Rare Event Simulation using Monte Carlo Methods, pp. 17–38. Wiley, Hoboken (2009)

    Book  Google Scholar 

  28. Mediouni, B.L., Nouri, A., Bozga, M., Dellabani, M., Legay, A., Bensalem, S.: \(\cal{S}\)BIP 2.0: statistical model checking stochastic real-time systems. In: Lahiri, S.K., Wang, C. (eds.) ATVA 2018. LNCS, vol. 11138, pp. 536–542. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-01090-4_33

    Chapter  Google Scholar 

  29. Mian, Z., Bottaci, L., Papadopoulos, Y., Mahmud, N.: Model transformation for analyzing dependability of AADL model by using HiP-HOPS. J. Syst. Softw. 151, 258–282 (2019)

    Article  Google Scholar 

  30. Papadopoulos, Y., Maruhn, M.: Model-based synthesis of fault trees from Matlab-Simulink models, pp. 77–82, August 2001

    Google Scholar 

  31. Paulitsch, M., Reiger, R., Strigini, L., Bloomfield, R.: Evidence-based security in aerospace: from safety to security and back again, pp. 21–22, November 2012

    Google Scholar 

  32. Sen, K., Viswanathan, M., Agha, G.: Statistical model checking of black-box probabilistic systems. In: Alur, R., Peled, D.A. (eds.) CAV 2004. LNCS, vol. 3114, pp. 202–215. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-27813-9_16

    Chapter  Google Scholar 

  33. Wei, X., Dong, Y., Sun, P., Xiao, M.: Safety analysis of AADL models for grid cyber-physical systems via model checking of stochastic games. Electronics 8(2), 212 (2019)

    Article  Google Scholar 

  34. Wei, X., Dong, Y., Yang, M., Hu, N., Ye, H.: Hazard analysis for AADL model, pp. 1–10, August 2014

    Google Scholar 

  35. Younes, H.: Planning and verification for stochastic processes with asynchronous events, pp. 1001–1002, January 2004

    Google Scholar 

  36. Zhang, T., Jiang, Y., Ye, J., Jing, C., Qu, H.: An AADL model-based safety analysis method for flight control software. In: 2014 International Conference on Computational Intelligence and Communication Networks, pp. 1148–1152 (2014)

    Google Scholar 

  37. Zuliani, P., Baier, C., Clarke, E.: Rare-event verification for stochastic hybrid systems. In: HSCC 2012 - Proceedings of the 15th ACM International Conference on Hybrid Systems: Computation and Control, April 2012

    Google Scholar 

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Acknowledgment

This work is supported by the NSFCs of China (No.61872144 and No. 61872146). The authors wish to thank: (1) Braham Lotfi Mediouni from RSD Grenoble Research Center for helpful discussion of SBIP, (2) Sam Procter from Software Engineering Institute of Carnegie Mellon University for helpful discussion of the AIR6110 wheel brake system case study.

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Authors and Affiliations

  1. Shanghai Key Lab for Trustworthy Computing, East China Normal University, Shanghai, China

    Xudong Tang & Weikai Miao

  2. SUSTech Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, China

    Qiang Wang

  3. Shanghai Key Laboratory of Computer Software Testing and Evaluating, Shanghai, China

    Weikai Miao

Authors
  1. Xudong Tang
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  2. Qiang Wang
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  3. Weikai Miao
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Correspondence to Weikai Miao .

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Editors and Affiliations

  1. Columbia University, New York, NY, USA

    Meikang Qiu

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Tang, X., Wang, Q., Miao, W. (2020). Behavioral Fault Modelling and Analysis with BIP: A Wheel Brake System Case Study. In: Qiu, M. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2020. Lecture Notes in Computer Science(), vol 12454. Springer, Cham. https://doi.org/10.1007/978-3-030-60248-2_16

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