iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://doi.org/10.1007/978-3-030-57663-9_13
Collaborative Modelling and Co-simulation in Engineering and Computing Curricula | SpringerLink
Skip to main content

Collaborative Modelling and Co-simulation in Engineering and Computing Curricula

  • Conference paper
  • First Online:
Frontiers in Software Engineering Education (FISEE 2019)

Abstract

The successful development of Cyber-Physical Systems (CPSs) requires collaborative working across diverse engineering disciplines, notations and tools. However, classical computing curricula rarely provide opportunities for students to look beyond the confines of one set of methods. In this paper, we report approaches to raising students’ awareness of the integrative role of digital technology in future systems development. Building on research in open but integrated tool chains for CPS engineering, we consider how this has been realised in two degree programmes in Denmark and the UK, and give preliminary findings. These include the need for ensuring stability of research-quality tools, and observations on how this material is presented in Computing versus Engineering curricula.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

Notes

  1. 1.

    https://github.com/overturetool/overture-fmu.

  2. 2.

    https://www.20sim.com.

  3. 3.

    Exchange students unfamiliar with VDM are provided with extra gsupport.

  4. 4.

    See hubcap.eu.

References

  1. Made Smarter Review: UK Government. Department for Business, Energy and Industrial Strategy (2017)

    Google Scholar 

  2. Barnes, J., et al.: Designing a portfolio-oriented curriculum using problem based learning. In: Proceedings of the 4th Conference on Computing Education Practice 2020, CEP 2020. Association for Computing Machinery, New York (2020). https://doi.org/10.1145/3372356.3372367

  3. Bastian, J., Clauss, C., Wolf, S., Schneider, P.: Master for co-simulation using FMI. In: 8th International Modelica Conference (2011)

    Google Scholar 

  4. Boehm, B., Mobasser, S.K.: System thinking: educating T-shaped software engineers. In: Proceedings of IEEE/ACM 37th IEEE International Conference on Software Engineering, pp. 333–342 (2015)

    Google Scholar 

  5. Broenink, J.F., et al.: Design support and tooling for dependable embedded control software. In: Proceedings of Serene 2010 International Workshop on Software Engineering for Resilient Systems, pp. 77–82. ACM (2010)

    Google Scholar 

  6. Broenink, J.F., et al.: Methodological guidelines 3. Technical report, The DESTECS Project (INFSO-ICT-248134) (2012)

    Google Scholar 

  7. Field, J.: Social Capital and Lifelong Learning. The Policy Press (2005)

    Google Scholar 

  8. Fitzgerald, J., Gamble, C., Larsen, P.G., Pierce, K., Woodcock, J.: Cyber-physical systems design: formal foundations, methods and integrated tool chains. In: FormaliSE: FME Workshop on Formal Methods in Software Engineering, ICSE 2015, Florence, Italy (2015)

    Google Scholar 

  9. Fitzgerald, J., Gamble, C., Pierce, K.: Method guidelines 3. Technical report, INTO-CPS Deliverable, D3.3a (2017)

    Google Scholar 

  10. Fitzgerald, J., Larsen, P.G., Verhoef, M. (eds.): Collaborative Design for Embedded Systems - Co-modelling and Co-simulation. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-642-54118-6

  11. Fitzgerald, J., Larsen, P.G., Pierce, K.: Multi-modelling and co-simulation in the engineering of cyber-physical systems: towards the digital twin. In: ter Beek, M.H., Fantechi, A., Semini, L. (eds.) From Software Engineering to Formal Methods and Tools, and Back. LNCS, vol. 11865, pp. 40–55. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-30985-5_4

    Chapter  Google Scholar 

  12. Foldager, F., Larsen, P.G., Green, O.: Development of a driverless Lawn Mower using co-simulation. In: 1st Workshop on Formal Co-Simulation of Cyber-Physical Systems, Trento, Italy (2017)

    Google Scholar 

  13. Gomes, C., Thule, C., Broman, D., Larsen, P.G., Vangheluwe, H.: Co-simulation: a survey. ACM Comput. Surv. 51(3), 49:1–49:33 (2018)

    Article  Google Scholar 

  14. Hallerstede, S., Larsen, P.G., Boudjadar, J., Schultz, C.P.L., Esterle, L.: Frontiers in software engineering education. In: On the Design of a New Software Engineering Curriculum in Computer Engineering (2020)

    Google Scholar 

  15. Hasanagić, M., Fabbri, T., Larsen, P.G., Bandur, V., Tran-Jørgensen, P., Ouy, J.: Code generation for distributed embedded systems with VDM-RT. Des. Autom. Embed. Syst. (2019). https://doi.org/10.1007/s10617-019-09227-0

  16. Larsen, P.G., Battle, N., Ferreira, M., Fitzgerald, J., Lausdahl, K., Verhoef, M.: The overture initiative - integrating tools for VDM. SIGSOFT Softw. Eng. Notes 35(1), 1–6 (2010). https://doi.org/10.1145/1668862.1668864

    Article  Google Scholar 

  17. Larsen, P.G., et al.: Integrated tool chain for model-based design of cyber-physical systems: the INTO-CPS project. In: CPS Data Workshop, Vienna, Austria (2016)

    Google Scholar 

  18. Larsen, P.G., Kristiansen, E.L., Bennedsen, J., Bjerge, K.: Enhancing non-technical skills by a multidisciplinary engineering summer school. Eur. J. Eng. Educ. 42, 1076–1096 (2017)

    Article  Google Scholar 

  19. Larsen, P.G., et al.: An online MBSE collaboration platform. In: SimulTech 2020 (2020)

    Google Scholar 

  20. Macedo, H.D., Sanjari, A., Villadsen, K., Thule, C., Larsen, P.G.: Introducing angular tests and upgrades to the INTO-CPS application. In: Submitted for Publication (2020)

    Google Scholar 

  21. Masci, P., Oladimeji, P., Zhang, Y., Jones, P., Curzon, P., Thimbleby, H.: PVSio-web 2.0: joining PVS to HCI. In: Kroening, D., Păsăreanu, C.S. (eds.) CAV 2015. LNCS, vol. 9206, pp. 470–478. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-21690-4_30

    Chapter  Google Scholar 

  22. Modelica Association: Functional Mock-up Interface for Model Exchange and Co-Simulation (2019). https://www.fmi-standard.org/downloads

  23. Palmieri, M., Macedo, H.D.: Automatic generation of functional mock-up units from formal specifications. In: 3rd Workshop on Formal Co-Simulation of Cyber-Physical Systems, Oslo, Norway (2019, To appear)

    Google Scholar 

  24. Rasmussen, M.B., Thule, C., Macedo, H.D., Larsen, P.G.: Migrating the INTO-CPS application to the cloud. In: Gamble, C., Couto, L.D. (eds.) Proceedings of 17th Overture Workshop, pp. 47–61. Newcastle University Technical Report CS-TR-1530 (2019)

    Google Scholar 

  25. Shadbolt, N.: Shadbolt review of computer science degree accreditation and graduate employability. UK Government. Department for Business, Innovation and Skills, and Higher Education Funding Council for England (2016)

    Google Scholar 

  26. Thompson, H. (ed.): Cyber-Physical Systems: Uplifting Europe’s Innovation Capacity. European Commission Unit A3 - DG CONNECT (2013)

    Google Scholar 

  27. Thule, C., Lausdahl, K., Gomes, C., Meisl, G., Larsen, P.G.: Maestro: the INTO-CPS co-simulation framework. Simul. Model. Pract. Theory 92, 45–61 (2019). http://www.sciencedirect.com/science/article/pii/ S1569190X1830193X

  28. Thule, C., Lausdahl, K., Larsen, P.G.: Overture FMU: export VDM-RT models as tool-wrapper FMUs. In: Pierce, K., Verhoef, M. (eds.) The 16th Overture Workshop, TR-1524, pp. 23–38. Newcastle University, School of Computing, Oxford (2018)

    Google Scholar 

  29. Verhoef, M., Larsen, P.G., Hooman, J.: Modeling and validating distributed embedded real-time systems with VDM++. In: Misra, J., Nipkow, T., Sekerinski, E. (eds.) FM 2006. LNCS, vol. 4085, pp. 147–162. Springer, Heidelberg (2006). https://doi.org/10.1007/11813040_11

    Chapter  Google Scholar 

  30. Walden, D.D., Roedler, G.J., Forsberg, K.J., Hamelin, R.D., Shortell, T.M. (eds.): Systems Engineering Handbook. A Guide for System Life Cycle Processes and Activities, Version 4.0., 4 edn. Wiley (2015)

    Google Scholar 

Download references

Acknowledgements

We are grateful to many colleagues and students at both our universities. We acknowledge the European Union’s support for the INTO-CPS and HUBCAP projects (Grant Agreements 644047 and 872698). We are especially grateful to the Poul Due Jensen Foundation, which has funded subsequent work taking co-modelling and co-simulation forward into the engineering of digital twins.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peter Gorm Larsen .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Larsen, P.G. et al. (2020). Collaborative Modelling and Co-simulation in Engineering and Computing Curricula. In: Bruel, JM., Capozucca, A., Mazzara, M., Meyer, B., Naumchev, A., Sadovykh, A. (eds) Frontiers in Software Engineering Education. FISEE 2019. Lecture Notes in Computer Science(), vol 12271. Springer, Cham. https://doi.org/10.1007/978-3-030-57663-9_13

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-57663-9_13

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-57662-2

  • Online ISBN: 978-3-030-57663-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics