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Demo: Stabilization Technique in INTO-CPS

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Software Technologies: Applications and Foundations (STAF 2018)

Abstract

Despite the large number of applications and growing interest in the challenges that co-simulation poses, the field is fragmented into multiple application domains, with limited sharing of knowledge.

This demo promotes a deeper understanding of a well known stabilization feature in co-simulation, which is used in the INTO-CPS tool chain.

We develop the techniques that explain the empirical results of instability of the double mass-spring-damper system, and how to the stabilization feature improves the results. Moreover, we show how the restrictions of the Functional Mock-up Interface Standard impacts stability.

This work was executed under the framework of the COST Action IC1404 – Multi-Paradigm Modelling for Cyber-Physical Systems (MPM4CPS), and partially supported by: Flanders Make vzw, the strategic research centre for the manufacturing industry; and PhD fellowship grants from the Agency for Innovation by Science and Technology in Flanders (IWT, dossier 151067).

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Notes

  1. 1.

    The derivation presented can be applied to more sophisticated input extrapolation techniques, see [1, Eq. (9)].

References

  1. Busch, M.: Continuous approximation techniques for co-simulation methods: analysis of numerical stability and local error. J. Appl. Math. Mech. 96(9), 1061–1081 (2016)

    MathSciNet  Google Scholar 

  2. Gomes, C., Jungers, R., Legat, B., Vangheluwe, H.: Minimally constrained stable switched systems and application to co-simulation. Technical report. arXiv:1809.02648 (2018), http://arxiv.org/abs/1809.02648

  3. Gomes, C., Legat, B., Jungers, R., Vangheluwe, H.: Minimally constrained stable switched systems and application to co-simulation. In: IEEE Conference on Decision and Control, Miami Beach, FL, USA (2018). To be published

    Google Scholar 

  4. Gomes, C., Legat, B., Jungers, R.M., Vangheluwe, H.: Stable adaptive co-simulation: a switched systems approach. In: IUTAM Symposium on Co-Simulation and Solver Coupling, Darmstadt, Germany (2017). To appear

    Google Scholar 

  5. Gomes, C., Thule, C., Broman, D., Larsen, P.G., Vangheluwe, H.: Co-simulation: state of the art. Technical report, February 2017. http://arxiv.org/abs/1702.00686

  6. Gomes, C., Thule, C., Broman, D., Larsen, P.G., Vangheluwe, H.: Co-simulation: a survey. ACM Comput. Surv. 51(3) (2018). Article 49

    Article  Google Scholar 

  7. Gomes, C., Thule, C., Larsen, P.G., Denil, J., Vangheluwe, H.: Co-simulation of continuous systems: a tutorial. arXiv:1809.08463 [cs, math], September 2018. http://arxiv.org/abs/1809.08463

  8. Larsen, P.G., Fitzgerald, J., Woodcock, J., Gamble, C., Payne, R., Pierce, K.: Features of integrated model-based co-modelling and co-simulation technology. In: Cerone, A., Roveri, M. (eds.) SEFM 2017. LNCS, vol. 10729, pp. 377–390. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74781-1_26

    Chapter  Google Scholar 

  9. Strang, G.: Introduction to Linear Algebra, vol. vol, p. 3. Wellesley-Cambridge Press, Wellesley (1993)

    MATH  Google Scholar 

  10. Thule, C.: Mass-spring-damper Case Study (2018). https://github.com/INTO-CPS-Association/example-mass_spring_damper

  11. Thule, C., Gomes, C., Deantoni, J., Larsen, P.G., Brauer, J., Vangheluwe, H.: Towards verification of hybrid co-simulation algorithms. In: 2nd Workshop on Formal Co-Simulation of Cyber-Physical Systems, Toulouse, France. Springer, Cham (2018). To be published

    Google Scholar 

  12. Thule, C., Lausdahl, K., Larsen, P.G., Meisl, G.: Maestro: The INTO-CPSCo-simulation orchestration engine (2018). Submitted to Simulation Modelling Practice and Theory

    Google Scholar 

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Correspondence to Cláudio Gomes .

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Gomes, C., Thule, C., Lausdahl, K., Larsen, P.G., Vangheluwe, H. (2018). Demo: Stabilization Technique in INTO-CPS. In: Mazzara, M., Ober, I., Salaün, G. (eds) Software Technologies: Applications and Foundations. STAF 2018. Lecture Notes in Computer Science(), vol 11176. Springer, Cham. https://doi.org/10.1007/978-3-030-04771-9_4

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  • DOI: https://doi.org/10.1007/978-3-030-04771-9_4

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-04770-2

  • Online ISBN: 978-3-030-04771-9

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