Interfacing with Humans in Factories of the Future: Holonic Interface Services for Ambient Intelligence Environments | SpringerLink
Skip to main content
Springer Nature Link
Log in

Interfacing with Humans in Factories of the Future: Holonic Interface Services for Ambient Intelligence Environments

  • Conference paper
  • First Online:
Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future (SOHOMA 2020)

Part of the book series: Studies in Computational Intelligence ((SCI,volume 952))

  • 922 Accesses

Abstract

Human roles in manufacturing are changing along with developments in Industry 4.0. Integrating human workers into their shifting Industry 4.0 work environment is important and by no means easy. This paper proposes a method of interfacing with workers in factories of the future that facilitates their interaction with the digital management systems and machines around them. Holonic interface services are discussed as promising means to realize ambient intelligence environments, which are comprised of intelligent interfaces supported by computing and embedded networking technology. An architecture that manages communication through available interfacing services is presented as part of a digital administration shell for integrating a human worker into an Industry 4.0 environment. A manufacturing process case study is also presented to demonstrate the interfacing component of the architecture and the effectiveness of holonic interface services in an ambient intelligence environment.

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

Access this chapter

Log in via an institution

Subscribe and save

Springer+ Basic
¥17,985 /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
JPY 3498
Price includes VAT (Japan)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
JPY 22879
Price includes VAT (Japan)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
JPY 28599
Price includes VAT (Japan)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
JPY 28599
Price includes VAT (Japan)
  • Durable hardcover 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

References

  1. Baheti, R., Gill, H.: Cyber-physical systems. the impact of control technology, pp. 161–166 (2011)

    Google Scholar 

  2. Geissbauer, R., Vedso, J., Schrauf, S.: Industry 4.0: Building the Digital Enterprise. PwC Global Industry 4.0 Survey Report (2016)

    Google Scholar 

  3. Schroeder, G.N., Steinmetz, C., Pereira, C.E., Espindola, D.B.: Digital Twin data modeling with AutomationML and a communication methodology for data exchange. IFAC-PapersOnLine. 49(30), 12–17 (2016)

    Article  Google Scholar 

  4. Burns, M., Manganelli, J., Wollman, D., Laurids Boring, R., Gilbert, S., Griffor, E., Lee, Y.C., Nathan-Roberts, D., Smith-Jackson, T.: Elaborating the human aspect of the nist framework for cyber-physical systems. Proc. Hum. Factors Ergon. Soc. Annu. Meet. 62(1), 450–454 (2018)

    Article  Google Scholar 

  5. Rother, M.: Toyota Kata: Managing People for Improvement Adaptiveness and Superior Results. McGraw-Hill Education, New York (2010)

    Google Scholar 

  6. Loveday, S.: BMW Comments On Tesla Model 3 Production Woes. https://insideevs.com/bmw-comments-on-tesla-model-3-production-woes/

  7. Rauch, E., Linder, C., Dallasega, P.: Anthropocentric perspective of production before and within Industry 4.0. Comput. Ind. Eng. 139, p. 105644 (2020)

    Google Scholar 

  8. Rey, G. Z., Carvalho, M., Trentesaux, D.: Cooperation models between humans and artificial self-organizing systems: motivations, issues and perspectives. In: Proceedings of the 6th International Symposium on Resilient Control Systems, ISRCS 2013, pp. 156–161 (2013)

    Google Scholar 

  9. Pacaux-Lemoine, M.P., Trentesaux, D., Rey, G.Z., Millot, P.: Designing intelligent manufacturing systems through human-machine cooperation principles: a human-centred approach. Comput. Ind. Eng. 111, 581–595 (2017)

    Article  Google Scholar 

  10. Peruzzini, M., Grandi, F., Pellicciari, M.: Exploring the Potential of Operator 4.0 Interface and Monitoring. Comput. Ind. Eng. 139, p. 105600 (2019)

    Google Scholar 

  11. Posada, J., Toro, C., Barandiaran, I., Oyarzun, D., Stricker, D., De Amicis, R., Pinto, E. B., Eisert, P., Döllner, J., Vallarino, I.: Visual computing as a key enabling technology for industrie 4.0 and industrial internet. IEEE Comput. Graph. Appl. 35(2), 26–40 (2015)

    Google Scholar 

  12. Romero, D., Bernus, P., Noran, O., Stahre, J., Fast-Berglund, A.: The operator 4.0: human cyber-physical systems and adaptive automation towards human-automation symbiosis work systems. In: Proceedings of the International Federation for Information Processing on Advances in Production Management Systems, pp. 677–686 (2016)

    Google Scholar 

  13. Romero, D., Stahre, J., Wuest, T., Noran, O., Bernus, P., Fast-Berglund, A., Gorecky, D.: Towards an operator 4.0 typology: a human-centric perspective on the fourth industrial revolution technologies. In: Proceedings of the International Conference on Computers and Industrial Engineering vol. 46, pp. 1–11 (2016)

    Google Scholar 

  14. Rabelo, R.J., Romero, D., Zambiasi, S.P.: Softbots supporting the operator 4.0 at smart factory Environments. Adv. Prod. Manage. Syst. 2, 456–464 (2018)

    Google Scholar 

  15. Flemisch, F., Heesen, M., Hesse, T., Kelsch, J., Schieben, A., Beller, J.: Towards a dynamic balance between humans and automation: authority, ability, responsibility and control in shared and cooperative control situations. Cogn. Technol. Work 14(1), 3–18 (2012)

    Article  Google Scholar 

  16. Jirgl, M., Bradac, Z., Fiedler, P.: Human-in-the-Loop issue in context of the cyber physical systems. Int. Fed. Autom. Control PapersOnLine 51(6), 225–230 (2018)

    Google Scholar 

  17. Weiser, M.: The computer for the 21st century. Sci. Am. 265(3), 94–104 (1991)

    Article  Google Scholar 

  18. Weiser, M., Gold, R., Brown, J.S.: The origins of ubiquitous computing research at PARC in the late 1980s. IBM Syst. J. 38(4), 693–696 (1999)

    Article  Google Scholar 

  19. Friedewald, M., Raabe, O.: Ubiquitous computing: an overview of technology impacts. Telematics Inform. 28, 55–65 (2011)

    Article  Google Scholar 

  20. IST Advisory Group (ISTAG): Ambient Intelligence: From Vision to Reality, ISTAG Draft Consolidated Report (2003)

    Google Scholar 

  21. Riva, G., Vatalaro, F., Davide, F., Alcañiz, M.: Ambient Intelligence. IOS Press, Amsterdam (2005)

    Google Scholar 

  22. Bains, P.: The Primacy of Semiosis: An Ontology of Relations. University of Toronto Press, Toronto (2006)

    Book  Google Scholar 

  23. Thiran, J., Marques, F., Bourlard, H.: Multimodal Signal Processing: Theory and Applications for Human-Computer Interaction. Academic Press, San Diego (2010)

    Google Scholar 

  24. Peden, R.G., Mercer, R., Tatham, A.J.: The use of head-mounted display eyeglasses for teaching surgical skills: a prospective randomized study. Int. J. Surg. 34, 169–173 (2016)

    Article  Google Scholar 

  25. Quint, F., Loch, F.: Using smart glasses to document maintenance processes. In: Weisbecker, A., Burmester, M., Schmidt, A. (eds.) Humans and Computers 2015 - Workshop, pp. 203–208. De Gruyter Oldenbourg, Stuttgart (2015)

    Google Scholar 

  26. W3C Multimodal Interaction Working Group, https://www.w3.org/

  27. Abbas, A., Privat, G.: Bridging property graphs and rdf for iot information management. In: Proceedings of the International Workshop on Scalable Semantic Web Knowledge Base Systems, pp. 77–92 (2018)

    Google Scholar 

  28. Bermudez-Edo, M., Elsaleh, T., Barnaghi, P., Taylor, K.: IoT-lite ontology: a lightweight semantic model for the internet of things. In: Proceedings of the IEEE Conferences on Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress, pp. 90–97 (2016)

    Google Scholar 

  29. Lemaignan, S., Siadat, A., Dantan, J., Siemenenko, A.: MASON: a proposal for an ontology of manufacturing Domain. In: Proceedings of the IEEE Workshop on Distributed Intelligent Systems: Collective Intelligence and its Applications, pp. 195–200 (2006)

    Google Scholar 

  30. Valckenaers, P., Van Brussel, H.: Design for the Unexpected: From Holonic Manufacturing Systems towards a Humane Mechatronics Society. Butterworth-Heinemann, Waltham (2016)

    Book  Google Scholar 

  31. Wickens, C.: Multiple Resources and Mental Workload. Hum. Factors 50(3), 449–455 (2008)

    Article  Google Scholar 

  32. Sanders, M.S., McCormick, E.J.: Human Factors in Engineering and Design, 7th edn. McGraw-Hill, New York (1993)

    Google Scholar 

  33. Brier, S.: Cybersemiotics. University of Toronto Press, Toronto (2008)

    Google Scholar 

  34. Kahneman, D.: Thinking Fast and Slow. Penguin Books, London (2012)

    Google Scholar 

  35. Sparrow, D. E., Kruger, K., Basson, A. H.: An architecture for the integration of human workers into an industry 4.0 environment. Submitted to the International Journal of Production Research (2020)

    Google Scholar 

  36. Valckenaers, P.: ARTI reference architecture – PROSA revisited. In: Borangiu, T., Trentesaux, D., Thomas, A., Cavalieri, S. (eds.) Service Orientation in Holonic and Multi-Agent Manufacturing. SOHOMA 2018. Studies in Computational Intelligence, vol. 803, pp. 1–19. Springer, Cham (2019)

    Google Scholar 

Download references

Acknowledgements

Funding from the National Research Foundation (NRF) through the South African National Antarctic Programme (SANAP Grant No.110737) is thankfully recognized.

Author information

Authors and Affiliations

  1. Department of Mechanical and Mechatronic Engineering, Stellenbosch University, Stellenbosch, 7600, South Africa

    Dale Sparrow, Nicole Taylor, Karel Kruger, Anton Basson & Anriëtte Bekker

Authors
  1. Dale Sparrow
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Nicole Taylor
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Karel Kruger
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Anton Basson
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Anriëtte Bekker
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Karel Kruger .

Editor information

Editors and Affiliations

  1. Faculty of Automatic Control and Computer Science, University Politehnica of Bucharest, Bucharest, Romania

    Theodor Borangiu

  2. Université Polytechnique Hauts-de-France, Le Mont Houy, Valenciennes, France

    Damien Trentesaux

  3. Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politécnico de Bragança, Campus de Santa Apolónia, Bragança, Portugal

    Paulo Leitão

  4. Department of Génie Mecanique et Productique, Université de Nantes, Carquefou, France

    Olivier Cardin

  5. LAMIH Arts et Métiers Paris Tech, Paris, France

    Samir Lamouri

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Sparrow, D., Taylor, N., Kruger, K., Basson, A., Bekker, A. (2021). Interfacing with Humans in Factories of the Future: Holonic Interface Services for Ambient Intelligence Environments. In: Borangiu, T., Trentesaux, D., Leitão, P., Cardin, O., Lamouri, S. (eds) Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future. SOHOMA 2020. Studies in Computational Intelligence, vol 952. Springer, Cham. https://doi.org/10.1007/978-3-030-69373-2_21

Download citation

Publish with us

Policies and ethics