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Modeling and Testing of Automation Systems

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Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 133))

Abstract

Increased efficiency and adaptability to market trends in production industry often means updated control software and periodic migration to state of the art automation systems. However, system migration comes along with several catches namely: (i) plant downtime (planned and unplanned), (ii) cost of migration (system integration and testing), and (iii) risk of failure and costly surprises during commissioning. Here, we discuss an approach dealing with statistical environment modeling in combination with Hardware-in-the-loop (HIL) test to confront the mentioned problems.

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References

  1. Pretschner, A.: Model-Based Testing in Practice. In: Fitzgerald, J.S., Hayes, I.J., Tarlecki, A. (eds.) FM 2005. LNCS, vol. 3582, pp. 537–541. Springer, Heidelberg (2005)

    Google Scholar 

  2. John, K. H., Tiegelkamp, M.: IEC 61131-3 Programming Industrial Automation Systems. Springer, Berlin (2001) ISBN: 3-540677526

    Google Scholar 

  3. Kumar, B., Niggemann, O., Jasperneite, J.: Timed automata for modeling network traffic. In: 32nd Annual Conference on Artificial Intelligence (KI 2009), Paderborn, Germany (2009)

    Google Scholar 

  4. Khoumsi, A., Jron, T., Marchand, H.: Test cases generation for nondeterministic real-time systems. In: Formal Approaches for Testing Software (2003)

    Google Scholar 

  5. En-Nouaary, A., Dssouli, R.: A Guided Method for Testing Timed INPUT Output Automata. In: Hogrefe, D., Wiles, A. (eds.) TestCom 2003. LNCS, vol. 2644, pp. 211–225. Springer, Heidelberg (2003)

    Google Scholar 

  6. Salva, S., Petitjean, E., Fouchal, H.: A simple approach to testing timed systems. In: Workshop on Formal Approaches to Testing of Software (FATES 2001), Aalborg, Denmark (2001)

    Google Scholar 

  7. Becker, S., Dziwok, S., Schaefer, W., et al.: Mechatronicuml - syntax and semantics. Technical report, Software Engineering Group (2011)

    Google Scholar 

  8. Schaefer, W., Wehrheim, H.: Graph transformations and model-driven engineering. Springer, Heidelberg (2010)

    Google Scholar 

  9. Alur, R., Courcoubetis, C., Halbwachs, N., Henzinger, T.A., et al.: The algorithmic analysis of hybrid systems. Theoretical Computer Science 138 (1995)

    Google Scholar 

  10. Kumar, B., Niggemann, O., Jasperneite, J.: Statistical models of network traffic. In: International Conference on Computer, Electrical and Systems Science, Cape Town, South Africa (2010)

    Google Scholar 

  11. Sproston, J.: Decidable Model Checking of Probabilistic Hybrid Automata. In: Joseph, M. (ed.) FTRTFT 2000. LNCS, vol. 1926, pp. 31–45. Springer, Heidelberg (2000)

    Google Scholar 

  12. Alur, R., Dill, D.: A theory of timed automata. Theoretical Computer Science 126 (1994)

    Google Scholar 

  13. Graeser, O., Kumar, B., Moriz, N., et al.: Automationml as a basis for offline- and realtime-simulation. In: 8th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2011) (July 2011)

    Google Scholar 

  14. Kumar, B., Niggemann, O., Jasperneite, J.: Test generation for hybrid, probabilistic control models. In: Entwurf komplexer Automatisierungssysteme (EKA 2010), Magdeburg, Germany (2010)

    Google Scholar 

  15. PNO: Profinet specification iec 61158-5-10 (v2.1) (2007)

    Google Scholar 

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Correspondence to Barath Kumar .

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© 2012 Springer-Verlag GmbH Berlin Heidelberg

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Kumar, B., Niggemann, O., Schaefer, W., Jasperneite, J. (2012). Modeling and Testing of Automation Systems. In: Sambath, S., Zhu, E. (eds) Frontiers in Computer Education. Advances in Intelligent and Soft Computing, vol 133. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27552-4_134

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  • DOI: https://doi.org/10.1007/978-3-642-27552-4_134

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27551-7

  • Online ISBN: 978-3-642-27552-4

  • eBook Packages: EngineeringEngineering (R0)

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