Skip to main content

2019 | OriginalPaper | Buchkapitel

Computational Creativity to Design Cyber-Physical Systems in Industry 4.0

verfasst von : Sanaz Nikghadam-Hojjati, José Barata

Erschienen in: Collaborative Networks and Digital Transformation

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The Fourth industrial revolution to be successfully implemented requires higher levels of creativity and innovation in the collaboration, design and composition of its cyber-physical building blocks. Powering industry 4.0 by creativity and innovation triggers efforts for better understanding of human creativity concepts and its intersection with cyber-physical systems in industry 4.0. Since computational creativity is an emerging field of research within AI that focuses on theoretical and practical issues in the study of creativity, the goal of this paper is to motivate a discussion about the application of computational creativity to design cyber physical production systems, which are at the core of industry 4.0. The fundamental research question in the paper is about the applicability of computational creativity in an industry 4.0 context.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Geissbauer, R., Vedsø, J., Schrauf, S.: A strategist’s guide to Industry 4.0. Strategy+Business, pp. 148–163 (2016) Geissbauer, R., Vedsø, J., Schrauf, S.: A strategist’s guide to Industry 4.0. Strategy+Business, pp. 148–163 (2016)
4.
Zurück zum Zitat The Fourth Industrial Revolution will change the world – but only 14% of execs are ready for it (2019) The Fourth Industrial Revolution will change the world – but only 14% of execs are ready for it (2019)
8.
Zurück zum Zitat Computational Creativity Market by Deployment, by Operating System, and by Application : Global Industry Perspective, Comprehensive Analysis, and Forecast, 2018–2026 (2019) Computational Creativity Market by Deployment, by Operating System, and by Application : Global Industry Perspective, Comprehensive Analysis, and Forecast, 2018–2026 (2019)
9.
Zurück zum Zitat Graham, J., Gandini, A.: Introduction: collaborative production in the creative industries. In: Collaborative Production in the Creative Industries, pp. 1–14. University of Westminster Press (2017). https://doi.org/10.16997/book4.a Graham, J., Gandini, A.: Introduction: collaborative production in the creative industries. In: Collaborative Production in the Creative Industries, pp. 1–14. University of Westminster Press (2017). https://​doi.​org/​10.​16997/​book4.​a
13.
Zurück zum Zitat Shrouf, F., Ordieres, J., Miragliotta, G.: Smart factories in Industry 4.0: a review of the concept and of energy management approached in production based on the Internet of Things paradigm. In: IEEE International Conference on Industrial Engineering and Engineering Management, pp. 697–701 (2014). https://doi.org/10.1109/IEEM.2014.7058728 Shrouf, F., Ordieres, J., Miragliotta, G.: Smart factories in Industry 4.0: a review of the concept and of energy management approached in production based on the Internet of Things paradigm. In: IEEE International Conference on Industrial Engineering and Engineering Management, pp. 697–701 (2014). https://​doi.​org/​10.​1109/​IEEM.​2014.​7058728
15.
Zurück zum Zitat Xu, L.D., Xu, E.L., Li, L.: Industry 4.0: state of the art and future trends. Int. J. Prod. Res. 56, 2941–2962 (2018)CrossRef Xu, L.D., Xu, E.L., Li, L.: Industry 4.0: state of the art and future trends. Int. J. Prod. Res. 56, 2941–2962 (2018)CrossRef
18.
Zurück zum Zitat Lee, E.A., Seshia, S.A.: Introduction to Embedded Systems. A Cyber-Physical Systems Approach. MIT Press, Cambridge (2017)MATH Lee, E.A., Seshia, S.A.: Introduction to Embedded Systems. A Cyber-Physical Systems Approach. MIT Press, Cambridge (2017)MATH
23.
Zurück zum Zitat Plucker, J.A., Renzulli, J.S.: Psychometric approaches to the study of human creativity. In: Handbook of creativity, pp. 35–61. Cambridge University Press, Cambridge (1999) Plucker, J.A., Renzulli, J.S.: Psychometric approaches to the study of human creativity. In: Handbook of creativity, pp. 35–61. Cambridge University Press, Cambridge (1999)
24.
Zurück zum Zitat Weisberg, E.W.: Creativity: genius and other myths. W.H.Z. Freeman and Company, New York (1986) Weisberg, E.W.: Creativity: genius and other myths. W.H.Z. Freeman and Company, New York (1986)
25.
Zurück zum Zitat Stokes, P.D.: Creativity From Constraints: The Psychology of Breakthrough. Springer, New York (2006) Stokes, P.D.: Creativity From Constraints: The Psychology of Breakthrough. Springer, New York (2006)
26.
Zurück zum Zitat Reitman, W.R.: Creative problem solving: notes from the autobiography of a fugue. In: Cognition and Thought: An Information Processing Approach, p. 168. Wiley, New York (1965) Reitman, W.R.: Creative problem solving: notes from the autobiography of a fugue. In: Cognition and Thought: An Information Processing Approach, p. 168. Wiley, New York (1965)
28.
Zurück zum Zitat Boden, M.A.: The Creative Mind: Myths and Mechanisms. Routledge, London (2004)CrossRef Boden, M.A.: The Creative Mind: Myths and Mechanisms. Routledge, London (2004)CrossRef
29.
Zurück zum Zitat Boden, M.A.: Computer Models of Creativity. AI Mag. 30, 23–34 (2009) Boden, M.A.: Computer Models of Creativity. AI Mag. 30, 23–34 (2009)
31.
Zurück zum Zitat Boden, M.A.: Mind as Machine: A History of Cognitive Science. Oxford University Press, Oxford (2006) Boden, M.A.: Mind as Machine: A History of Cognitive Science. Oxford University Press, Oxford (2006)
32.
Zurück zum Zitat Boden, M.A.: Creativity as a neuroscientific mystery. In: Vartanian, O., Bristol, A.S., Kaufman, J.C. (eds.) The Neuroscience of Creativity, pp. 3–18. The MIT Press, Cambridge (2013)CrossRef Boden, M.A.: Creativity as a neuroscientific mystery. In: Vartanian, O., Bristol, A.S., Kaufman, J.C. (eds.) The Neuroscience of Creativity, pp. 3–18. The MIT Press, Cambridge (2013)CrossRef
33.
Metadaten
Titel
Computational Creativity to Design Cyber-Physical Systems in Industry 4.0
verfasst von
Sanaz Nikghadam-Hojjati
José Barata
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-28464-0_4