ESTONIAN ACADEMY
PUBLISHERS
eesti teaduste
akadeemia kirjastus
PUBLISHED
SINCE 1952
 
Proceeding cover
proceedings
of the estonian academy of sciences
ISSN 1736-7530 (Electronic)
ISSN 1736-6046 (Print)
Impact Factor (2021): 1.024
On chaos control in hierarchical multi-agent systems; pp. 17–21
PDF | doi: 10.3176/proc.2015.1.03

Authors
Rommi Källo, Martin Eerme, Vello Reedik
Abstract

The paper is focused on the problems of chaos control in multi-agent hierarchical systems similar to the environment of the realization of automated factory projects. The research is based on a unique database of empirical studies of human faults and mistakes at the design and commissioning of factory automation systems. It is shown that for primary chaos control it is appropriate to use Design Structure Matrix (DSM) technology tools, enabling to describe synergistic relations between all teams’ members on the basis of the frequency and amount of information interchange. For further chaos control an effective system is proposed to track and hinder different human shortcomings spreading in the hierarchical teamwork system. As a basis for it an advanced simulation technique, discrete event modelling, is used. The proposed methodology of suppressing the influence of human shortcomings allows us to increase the synergy in teamwork and to substantially reduce the losses of resources at starting up new facto.

References

1. Seilonen, I., Pirtioja, I., and Koskinen, K. Extending pro­cess automation systems with multi-agent techniques. Eng. Appl. Artif. Intel., 2009, 22, 1056–1067.
http://dx.doi.org/10.1016/j.engappai.2008.10.007

  2. Samad, T., McLaughlin, P., and Lu, J. System architecture for process automation: review and trends. J. Proc. Contr., 2007, 17, 191–201.
http://dx.doi.org/10.1016/j.jprocont.2006.10.010

  3. Jämsä-Jounela, S.-L. Future trends in process automation. Annu. Rev. Control, 2007, 31, 211–220.
http://dx.doi.org/10.1016/j.arcontrol.2007.08.003

  4. Kaljas, F., Källo, R., and Reedik, V. Human aspects at design of mechatronic systems. In Proceedings of the 9th Mechatronics Forum International Conference, Ankara, 30 Aug – 1 Sept 2004. Atilim University Publications, 2004, 147–157.

  5. Eppinger, S. D. A planning method for integration of large-scale engineering systems. In Proceedings of the International Conference on Engineering Design ICED’1997. Tampere, 1997, 19–21.

  6. Tähemaa, T. and Reedik, V. Positive and negative synergy at mechatronic systems design. In Proceedings of International Conference Nord Design 2000. DTU Publications, Copenhagen, Denmark, 2000, 35–44.

  7. Hindreus, T. and Reedik, V. Synergy-based approach to quality assurance. Estonian J. Eng., 2009, 15, 87–98.
http://dx.doi.org/10.3176/eng.2009.2.02

  8. Källo, R., Eerme, M., and Reedik, V. Ways of increasing synergy in automated factory design and commission­ing teamwork. J. Mater. Sci. Eng. B, 2013, 3(9), 597–604.

  9. Haken, H. Synergetics. Springer-Verlag, Berlin, 2004.
http://dx.doi.org/10.1007/978-3-662-10184-1

10. Hindreus, T., Kaljas, F., Källo, R., Martin, A. Tähe­maa, T., and Reedik, V. On synergy deployment in engineering design. J. Mater. Sci. Eng. B, 2012, 2(6), 408–413.

11. Ivancevic, V. G. and Ivancevic, T. T. Complex Non­linearity: Chaos, Phase Transitions, Topology Change and Path Integrals. Springer-Verlag, Berlin, 2008.

12. Mikhailov, A. S. and Calenbuhr, V. From Cells to Societies: Models of Complex Coherent Action. Springer-Verlag, Berlin, 2002.
http://dx.doi.org/10.1007/978-3-662-05062-0

13. Eppinger, S. D. and Browning, T. Design Structure Matrix Methods and Applications. Massachusetts Institute of Technology, Cambridge, MA, USA, 2012.

14. Cho, S. H. and Eppinger, S. D. Product development process modelling using advanced simulation. In Proceedings of ASME Design Engineering Technical Conference DETC’01. Pittsburgh, Pennsylvania, USA, 2001, 1–10.

Back to Issue