Skip to main content

2015 | OriginalPaper | Buchkapitel

A Multiagent Systems Perspective on Industry 4.0 Supply Networks

verfasst von : Marc Premm, Stefan Kirn

Erschienen in: Multiagent System Technologies

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Industry 4.0 scenarios involve Cyber-Physical-Systems to achieve a higher degree of individualization. Multiagent systems show the main characteristics to reach the goal of increased individualization possibilities by flexible interactions of agents. However, the organizational complexity of individualized manufacturing processes and thus the complexity of current supply networks require the extension of current multiagent system models. Enabling interaction between various multiagent systems representing autonomous actors of a supply network is necessary to cope with the increased complexity. This paper presents ongoing research and adds to the literature by modelling multiagent systems as fractals of a supply network using logistics modelling approaches. We present three examples for applying the multiagent perspective to such Industry 4.0 supply networks.

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!

Fußnoten
1
In this paper robots are cyber-physical systems controlled by agent-based software (see the concept of mouth-head-body architectures suggested by Steiner, Mahling & Haugeneder [22]).
 
Literatur
1.
Zurück zum Zitat Brettel, M., Friederichsen, N., Keller, M., Rosenberg, M.: How virtualization, decentralization and network building change the manufacturing landscape: an industry 4.0 perspective. Int. J. Mech. Aerosp. Indus. Mechatron. Eng. 8(1), 37–44 (2014) Brettel, M., Friederichsen, N., Keller, M., Rosenberg, M.: How virtualization, decentralization and network building change the manufacturing landscape: an industry 4.0 perspective. Int. J. Mech. Aerosp. Indus. Mechatron. Eng. 8(1), 37–44 (2014)
2.
Zurück zum Zitat Scholz-Reiter, B., Görges, M., Keller, M., Philipp, T.: Autonomously controlled production systems – Influence of autonomous control level on logistic performance. CIRP Ann. – Manufact. Technol. 58, 395–398 (2009)CrossRef Scholz-Reiter, B., Görges, M., Keller, M., Philipp, T.: Autonomously controlled production systems – Influence of autonomous control level on logistic performance. CIRP Ann. – Manufact. Technol. 58, 395–398 (2009)CrossRef
3.
Zurück zum Zitat Rajkumar, R., Lee, I., Sha, L., Stankovic, J.: Cyber-physical systems: the next computing revolution. In: Proceeding of the Design Automation Conference, Anaheim, USA (2010) Rajkumar, R., Lee, I., Sha, L., Stankovic, J.: Cyber-physical systems: the next computing revolution. In: Proceeding of the Design Automation Conference, Anaheim, USA (2010)
4.
Zurück zum Zitat Warnecke, H.J.: Revolution der Unternehmenskultur – Das Fraktale Unternehmen. Springer, Heidelberg (1993) Warnecke, H.J.: Revolution der Unternehmenskultur – Das Fraktale Unternehmen. Springer, Heidelberg (1993)
5.
Zurück zum Zitat Malone, T.: Modeling coordination in organizations and markets. Manage. Sci. 33(10), 1317–1332 (1987)CrossRef Malone, T.: Modeling coordination in organizations and markets. Manage. Sci. 33(10), 1317–1332 (1987)CrossRef
6.
Zurück zum Zitat Fox, M.: An organizational view of distributed systems. IEEE Trans. Syst. Man Cybern. 11(1), 70–80 (1981)CrossRef Fox, M.: An organizational view of distributed systems. IEEE Trans. Syst. Man Cybern. 11(1), 70–80 (1981)CrossRef
7.
Zurück zum Zitat Hübner, J.F., Boissier, O., Kitio, R., Ricci, A.: Instrumenting multi-agent organisations with organisational artifacts and agents. Auton. Agents Multi-Agent Syst. 20, 369–400 (2010)CrossRef Hübner, J.F., Boissier, O., Kitio, R., Ricci, A.: Instrumenting multi-agent organisations with organisational artifacts and agents. Auton. Agents Multi-Agent Syst. 20, 369–400 (2010)CrossRef
8.
Zurück zum Zitat Dunin-Keplicz, B., Verbrugge, R.: Teamwork in Multi-Agent Systems – A Formal Approach. John Wiley & Sons, Chichester (2010)CrossRefMATH Dunin-Keplicz, B., Verbrugge, R.: Teamwork in Multi-Agent Systems – A Formal Approach. John Wiley & Sons, Chichester (2010)CrossRefMATH
9.
Zurück zum Zitat Conte, R., Castelfranchi, C.: Cognitive and Social Action. UCL Press, London (1995) Conte, R., Castelfranchi, C.: Cognitive and Social Action. UCL Press, London (1995)
10.
Zurück zum Zitat Ishida, T., Gasser, L., Yokoo, M.: Organization self-design of distributed production systems. IEEE Trans. Knowl. Data Eng. 4(2), 123–134 (1992)CrossRef Ishida, T., Gasser, L., Yokoo, M.: Organization self-design of distributed production systems. IEEE Trans. Knowl. Data Eng. 4(2), 123–134 (1992)CrossRef
11.
Zurück zum Zitat Jennings, N.R.: Joint Intentions as a Model of Multi-Agent Co-operation. Ph.D. thesis, University of London, United Kingdom (1992) Jennings, N.R.: Joint Intentions as a Model of Multi-Agent Co-operation. Ph.D. thesis, University of London, United Kingdom (1992)
12.
Zurück zum Zitat Bond, A., Gasser, L.: An analysis of problems and research in DAI. In: Bond, A., Gasser, L. (eds.) Readings in Distributed Artificial Intelligence, pp. 3–35. Morgan Kaufman Publishers, San Mateo (1988) Bond, A., Gasser, L.: An analysis of problems and research in DAI. In: Bond, A., Gasser, L. (eds.) Readings in Distributed Artificial Intelligence, pp. 3–35. Morgan Kaufman Publishers, San Mateo (1988)
13.
Zurück zum Zitat Durfee, E., Lesser, V., Corkill, D.: Trends in co-operative distributed problem solving. IEEE Trans. Knowl. Data Eng. 1(1), 63–83 (1989)CrossRef Durfee, E., Lesser, V., Corkill, D.: Trends in co-operative distributed problem solving. IEEE Trans. Knowl. Data Eng. 1(1), 63–83 (1989)CrossRef
14.
Zurück zum Zitat Gasser, L.: DAI approaches to coordination. In: Avouris, N.M., Gasser, L. (eds.) Distributed artificial intelligence: theory and practice. Comput. Inf. Sci., vol. 5, pp. 31–51. Kluwer Academic Publishers, Boston (1992) Gasser, L.: DAI approaches to coordination. In: Avouris, N.M., Gasser, L. (eds.) Distributed artificial intelligence: theory and practice. Comput. Inf. Sci., vol. 5, pp. 31–51. Kluwer Academic Publishers, Boston (1992)
15.
Zurück zum Zitat Davis, R., Smith, R.G.: Negotiation as a metaphor for distributed problem solving. Artif. Intell. 20, 63–109 (1983)CrossRef Davis, R., Smith, R.G.: Negotiation as a metaphor for distributed problem solving. Artif. Intell. 20, 63–109 (1983)CrossRef
16.
Zurück zum Zitat Kaufer, D., Carley, K.M.: Communication at a Distance: The Effect of Print on Socio-Cultural Organization and Change. Lawrence Erlbaum, Hillsdale (1993) Kaufer, D., Carley, K.M.: Communication at a Distance: The Effect of Print on Socio-Cultural Organization and Change. Lawrence Erlbaum, Hillsdale (1993)
17.
Zurück zum Zitat Carley, K.M.: Computational and mathematical organization theory: perspective and directions. Comput. Math. Organ. Theor. 1(1), 39–56 (1995)CrossRef Carley, K.M.: Computational and mathematical organization theory: perspective and directions. Comput. Math. Organ. Theor. 1(1), 39–56 (1995)CrossRef
18.
Zurück zum Zitat Carley, K.M., Gasser, L.: Computational organization theory. In: Weiss, G. (ed.) Multiagent Systems – A Modern Approach to Distributed Artificial Intelligence, 1st edn. MIT Press, Cambridge (2001) Carley, K.M., Gasser, L.: Computational organization theory. In: Weiss, G. (ed.) Multiagent Systems – A Modern Approach to Distributed Artificial Intelligence, 1st edn. MIT Press, Cambridge (2001)
19.
Zurück zum Zitat Dignum, V.: A Model for Organizational Interaction: Based on Agents, Founded in Logic. Dissertation, Utrecht University (2004) Dignum, V.: A Model for Organizational Interaction: Based on Agents, Founded in Logic. Dissertation, Utrecht University (2004)
20.
Zurück zum Zitat Dignum, V., Padget, J.: Multiagent Organizations. In: Weiss, G. (ed.) Multiagent Systems, 2nd edn. MIT Press, Cambridge (2013) Dignum, V., Padget, J.: Multiagent Organizations. In: Weiss, G. (ed.) Multiagent Systems, 2nd edn. MIT Press, Cambridge (2013)
21.
Zurück zum Zitat Aldewereld, H., Dignum, V.: OperettA: organization-oriented development environment. In: Dastani, M., El Fallah Seghrouchni, A., Hübner, J., Leite, J. (eds.) LADS 2010. LNCS, vol. 6822, pp. 1–19. Springer, Heidelberg (2011)CrossRef Aldewereld, H., Dignum, V.: OperettA: organization-oriented development environment. In: Dastani, M., El Fallah Seghrouchni, A., Hübner, J., Leite, J. (eds.) LADS 2010. LNCS, vol. 6822, pp. 1–19. Springer, Heidelberg (2011)CrossRef
22.
Zurück zum Zitat Steiner, D.D., Mahling, D.E., Haugeneder, H.: Human computer cooperative work. In: Proceedings of the 10th DAI Workshop, Bandera, Texas (1990) Steiner, D.D., Mahling, D.E., Haugeneder, H.: Human computer cooperative work. In: Proceedings of the 10th DAI Workshop, Bandera, Texas (1990)
23.
Zurück zum Zitat Tapscott, D., Caston, A.: Paradigm Shift: The New Promise of Information Technology. McGraw-Hill, New York (1993) Tapscott, D., Caston, A.: Paradigm Shift: The New Promise of Information Technology. McGraw-Hill, New York (1993)
24.
Zurück zum Zitat Klaas-Wissing, T.: Logistikorganisation. In: Arnold, D., Isermann, H., Kuhn, A., Tempelmeier, H., Furmans, K. (eds.) Handbuch Logistik, 3rd edn. Springer, Heidelberg (2008) Klaas-Wissing, T.: Logistikorganisation. In: Arnold, D., Isermann, H., Kuhn, A., Tempelmeier, H., Furmans, K. (eds.) Handbuch Logistik, 3rd edn. Springer, Heidelberg (2008)
25.
Zurück zum Zitat Pfohl, H.-C.: Logistiksysteme – Betriebswirtschaftliche Grundlagen, 7th edn. Springer, Heidelberg (2004) Pfohl, H.-C.: Logistiksysteme – Betriebswirtschaftliche Grundlagen, 7th edn. Springer, Heidelberg (2004)
26.
Zurück zum Zitat Domschke, W., Scholl, A.: Grundlagen der Betriebswirtschaftslehre – Eine Einführung aus entscheidungsorientierter Sicht, 4th edn. Springer, Heidelberg (2008) Domschke, W., Scholl, A.: Grundlagen der Betriebswirtschaftslehre – Eine Einführung aus entscheidungsorientierter Sicht, 4th edn. Springer, Heidelberg (2008)
27.
Zurück zum Zitat Scheer, A.-W., Nüttgens, M.: ARIS architecture and reference models for business process management. In: van der Aalst, W.M., Desel, J., Oberweis, A. (eds.) Business Process Management. Models, Techniques, and Empirical Studies. LNCS, vol. 1806, pp. 376–389. Springer, Heidelberg (2000)CrossRef Scheer, A.-W., Nüttgens, M.: ARIS architecture and reference models for business process management. In: van der Aalst, W.M., Desel, J., Oberweis, A. (eds.) Business Process Management. Models, Techniques, and Empirical Studies. LNCS, vol. 1806, pp. 376–389. Springer, Heidelberg (2000)CrossRef
28.
Zurück zum Zitat Stewart, G.: Supply-chain operations reference model (SCOR): the first cross-industry framework for integrated supply-chain management. Logist. Inf. Manage. 10(2), 62–67 (1997)CrossRef Stewart, G.: Supply-chain operations reference model (SCOR): the first cross-industry framework for integrated supply-chain management. Logist. Inf. Manage. 10(2), 62–67 (1997)CrossRef
29.
Zurück zum Zitat Scholl, A.: Grundlagen der modellgestützten Planung. In: Arnold, D., Isermann, H., Kuhn, A., Tempelmeier, H., Furmans, K. (eds.) Handbuch Logistik, 3rd edn. Springer, Heidelberg (2008) Scholl, A.: Grundlagen der modellgestützten Planung. In: Arnold, D., Isermann, H., Kuhn, A., Tempelmeier, H., Furmans, K. (eds.) Handbuch Logistik, 3rd edn. Springer, Heidelberg (2008)
30.
Zurück zum Zitat Hannebauer, M.: Autonomous Dynamic Reconfiguration in Collaborative Problem Solving. Ph.D. thesis, Technische Universität Berlin (2001) Hannebauer, M.: Autonomous Dynamic Reconfiguration in Collaborative Problem Solving. Ph.D. thesis, Technische Universität Berlin (2001)
31.
Zurück zum Zitat Stockheim, T., Nimis, J., Scholz, T., Stehli, M.: How to build a multi-multi-agent system – The Agent.Enterprise Approach. In: Proceedings of the 6th International Conference on Enterprise Information Systems, Porto, Portugal (2004) Stockheim, T., Nimis, J., Scholz, T., Stehli, M.: How to build a multi-multi-agent system – The Agent.Enterprise Approach. In: Proceedings of the 6th International Conference on Enterprise Information Systems, Porto, Portugal (2004)
32.
Zurück zum Zitat Woelk, P.-O., Rudzio, H., Zimmermann, R., Nimis, J.: Agent. enterprise in a nutshell. In: Kirn, S., Herzog, O., Lockemann, P., Spaniol, O. (eds.) Multiagent Engineering – Theory and Applications in Enterprises. Springer, Heidelberg (2006) Woelk, P.-O., Rudzio, H., Zimmermann, R., Nimis, J.: Agent. enterprise in a nutshell. In: Kirn, S., Herzog, O., Lockemann, P., Spaniol, O. (eds.) Multiagent Engineering – Theory and Applications in Enterprises. Springer, Heidelberg (2006)
33.
Zurück zum Zitat Grochla, E.: Automation und Organisation – Die technische Entwicklung und ihre betriebswirtschaftlich-organisatorischen Konsequenzen. Gabler, Wiesbaden (1966) Grochla, E.: Automation und Organisation – Die technische Entwicklung und ihre betriebswirtschaftlich-organisatorischen Konsequenzen. Gabler, Wiesbaden (1966)
34.
Zurück zum Zitat Russel, S., Norvig, P.: Artificial Intelligence – A Modern Approach, 3rd edn. Pearson, London (2009) Russel, S., Norvig, P.: Artificial Intelligence – A Modern Approach, 3rd edn. Pearson, London (2009)
35.
Zurück zum Zitat Kirn, S., Anhalt, C., Krcmar, H., Schweiger, A.: Agent. hospital – health care applications of intelligent agents. In: Kirn, S., Herzog, O., Lockemann, P., Spaniol, O. (eds.) Multiagent Engineering – Theory and Applications in Enterprises. Springer, Heidelberg (2006) Kirn, S., Anhalt, C., Krcmar, H., Schweiger, A.: Agent. hospital – health care applications of intelligent agents. In: Kirn, S., Herzog, O., Lockemann, P., Spaniol, O. (eds.) Multiagent Engineering – Theory and Applications in Enterprises. Springer, Heidelberg (2006)
36.
Zurück zum Zitat Heine, C., Herrler, R., Petsch, M., Anhalt, C.: ADAPT – adaptive multi agent process planning & coordination of clinical trials. In: Proceedings of 9th Americas Conference on Information Systems, Tampa, USA (2003) Heine, C., Herrler, R., Petsch, M., Anhalt, C.: ADAPT – adaptive multi agent process planning & coordination of clinical trials. In: Proceedings of 9th Americas Conference on Information Systems, Tampa, USA (2003)
37.
Zurück zum Zitat Heine, C., Herrler, R., Kirn, S.: ADAPT@ agent.hospital: agent-based optimization & management of clinical processes. Int. J. Intell. Inf. Technol. (IJIIT) 1(1), 30–48 (2005)CrossRef Heine, C., Herrler, R., Kirn, S.: ADAPT@ agent.hospital: agent-based optimization & management of clinical processes. Int. J. Intell. Inf. Technol. (IJIIT) 1(1), 30–48 (2005)CrossRef
38.
Zurück zum Zitat Karaenke, P.: Multiagent resource allocation in service networks. Ph.D. thesis, University of Hohenheim (2014) Karaenke, P.: Multiagent resource allocation in service networks. Ph.D. thesis, University of Hohenheim (2014)
39.
Zurück zum Zitat Karaenke, P., Schuele, M., Micsik, A., Kipp, A.: Inter-organizational interoperability through integration of multiagent, web service, and semantic web technologies. In: Fischer, K., Müller, J.P., Levy, R. (eds.) ATOP 2009 and ATOP 2010. LNBIP, vol. 98, pp. 55–75. Springer, Heidelberg (2012)CrossRef Karaenke, P., Schuele, M., Micsik, A., Kipp, A.: Inter-organizational interoperability through integration of multiagent, web service, and semantic web technologies. In: Fischer, K., Müller, J.P., Levy, R. (eds.) ATOP 2009 and ATOP 2010. LNBIP, vol. 98, pp. 55–75. Springer, Heidelberg (2012)CrossRef
40.
Zurück zum Zitat Dietrich, A.J., Kirn, S., Sugumaran, V.: A service-oriented architecture for mass customization – a shoe industry case study. IEEE Trans. Eng. Manage. 54(1), 190–204 (2007)CrossRef Dietrich, A.J., Kirn, S., Sugumaran, V.: A service-oriented architecture for mass customization – a shoe industry case study. IEEE Trans. Eng. Manage. 54(1), 190–204 (2007)CrossRef
Metadaten
Titel
A Multiagent Systems Perspective on Industry 4.0 Supply Networks
verfasst von
Marc Premm
Stefan Kirn
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-27343-3_6

Premium Partner