Abstract
Recent shop floor paradigms and approaches increasingly advocate the use of distributed systems and architectures. Plug-ability, Fault Tolerance, Robustness and Preparedness are characteristics believed to emerge by instantiation of these fundamentally new design approaches. However these features, when effectively present, often come at the cost of a greater system complexity. Enclosed in this complexity increase is a plethora on unforeseen interactions between the entities (modules) that compose the system. The purpose of this paper is, in this context, twofold: to validate a fault propagation model in random networks (that simulate the connectivity of modular shop floor systems) and assess the performance of two diagnostic approaches to expose the impact of relying in local or global information.
Chapter PDF
Similar content being viewed by others
References
Colombo, A.W.: Industrial Agents: Towards Collaborative Production Automation, Management and Organization. IEEE Industrial Electronics Society Newsletter 52, 17–18 (2005)
Camarinha-Matos, L.M.: Collaborative networked organizations: Status and trends in manufacturing. Annual Reviews in Control 33, 199–208 (2009)
Camarinha-Matos, L.M., Afsarmanesh, H.: Collaborative networks: a new scientific discipline. Journal of Intelligent Manufacturing 16, 439–452 (2005)
Camarinha-Matos, L.M., Afsarmanesh, H.: Elements of a base VE infrastructure. Computers in Industry 51, 139–163 (2003)
Camarinha-Matos, L.M., Afsarmanesh, H., Galeano, N., Molina, A.: Collaborative networked organizations - Concepts and practice in manufacturing enterprises. Computers & Industrial Engineering 57, 46–60 (2009)
Stamatis, K., Colombo, A.W., Jammes, F., Strand, M.: Towards Service-oriented Smart Items in Industrial Environments. International Newsletter on Micro-Nano Integration - MST News. VDI/VDE-IT, 11–12 (2007)
Ueda, K.: A concept for bionic manufacturing systems based on DNA-type information. In: PROLAMAT. IFIP, Tokyo (1992)
Babiceanu, R., Chen, F.: Development and applications of holonic manufacturing systems: a survey. Journal of Intelligent Manufacturing 17, 111–131 (2006)
Koren, Y., Heisel, U., Jovane, F., Moriwaki, T., Pritchow, G., Ulsoy, A.G., Van Brussel, H.: Reconfigurable Manufacturing Systems. CIRP Annals - Manufacturing Technology 48, 527–540 (1999)
Onori, M.: Evolvable Assembly Systems - A New Paradigm? In: 33rd International Symposium on Robotics Stockholm (2002)
Barata, J., Frei, R., Onori, M.: Evolvable Production Systems Context and Implications. In: International Symposium on Industrial Informatics. IEEE, Vigo (2007)
WCED: Report of the World Commission on Environment and Development: "Our Common Future" Development and International Economic Co-Operation: Environment. United Nations (1987)
Agenda, U.N.: 21. United Nations Conference on Environment and Development. Rio de Janeiro, Brazil (1992)
Asif, M., de Bruijn, E.J., Fisscher, O., Steenhuis, H.J.: Achieving sustainability three dimensionally. In: 4th IEEE International Conference on Management of Innovation and Technology, ICMIT 2008, pp. 423–428 (2008)
Joseph Pine II, B.: Mass Customization: The New Frontier in Business Competition. Havard Business School Press, Boston (1993)
SIRENA: Service Infrastructure for Real-time Embedded Network Applications (2006), http://www.sirena-itea.org/Sirena/Home.htm
Jammes, F., Smit, H.: Service-oriented architectures for devices - the SIRENA view. In: International Conference on Industrial Informatics, pp. 140–147. IEEE, Perth (2005)
Jammes, F., Mensch, A., Smit, H.: Service-Oriented Device Communications Using the Device Profile for Web Services. In: Advanced Information Networking and Applications Workshops, pp. 947–955. IEEE, Los Alamitos (2007)
Jammes, F., Mensch, A., Smit, H.: Service-Oriented Device Communications Using the Device Profile for Web Services. In: ACM 3rd International workshop on middleware for pervasive and ad-hoc computing (2005)
SODA: Service Oriented Device and Delivery Architecture 2008 (2006 - 2008), http://www.soda-itea.org/Home/default.html
SOCRADES: Service-Oriented Cross-layer infRAstructure for Distributed smart Embedded devices (2006), http://www.socrades.eu/Documents/AllDocuments/default.html
InLife: Integrated Ambient Intelligence and Knowledge Based Services for Optimal Life-Cycle Impact of Complex Manufacturing and Assembly Lines (2006), http://www.uninova.pt/inlife/
EUPASS: Evolvable Ultraprecision Assembly Systems (2006), http://www.eupass.org/
Isermann, R.: Fault Diagnosis Systems: An Introduction from Fault Detection to Fault Tolerance. Springer, Berlin (2006)
Venkatasubramanian, V., Rengaswamy, R., Kavuri, S.N.: A review of process fault detection and diagnosis Part III: Process history based methods. Computers and Chemical Engineering 27, 327–346 (2003)
Venkatasubramanian, V., Rengaswamy, R., Kavuri, S.N.: A review of process fault detection and diagnosis Part II: Qualitative models and search strategies. Computers and Chemical Engineering 27, 313–326 (2003)
Amaral, L.A.N., Ottino, J.M.: Complex networks: Augmenting the framework for the study of complex systems. The European Physical Journal B 38, 147–162 (2004)
Dorogovtsev, S.N., Mendes, J.F.F.: Evolution of networks. Advances in Physics 51, 1079–1187 (2002)
Watts, D.J.: A simple model of global cascades on random networks. Proceedings of the National Academy of Sciences of the United States of America 99, 5766 (2002)
Ribeiro, L., Barata, J., Ferreira, J.: The Meaningfulness of Consensus and Context in Diagnosing Evolvable Production Systems. In: Camarinha-Matos, L.M., Pereira, P., Ribeiro, L. (eds.) DoCEIS 2010. IFIP AICT, vol. 314, pp. 143–150. Springer, Heidelberg (2010)
Ribeiro, L., Barata, J., Ferreira, J.: Emergent Diagnosis for Evolvable Production Systems. In: IEEE International Symposium on Industrial Electronics, Bari, Italy (2010) (accepted)
Ribeiro, L., Barata, J., Ferreira, J.: An Agent-Based Interaction-Oriented Shop Floor to Support Emergent Diagnosis. In: IEEE International Conference on Industrial Informatics. IEEE, Osaka (2010) (accepted)
Lawrence, R.R.: A tutorial on hidden Markov models and selected applications in speech recognition. Readings in speech recognition, pp. 267–296. Morgan Kaufmann Publishers Inc., San Francisco (1990)
Ribeiro, L., Barata, J., Alves, B.: Exploring the Network Dimension of Diagnosis in Evolvable Production Systems. In: IEEE Emerging Technologies and Factory Automation (ETFA 2010). IEEE, Bilbao (2010) (accepted)
Bonchev, D., Buck, G.A.: Quantitative measures of network complexity. Complexity in Chemistry, Biology, and Ecology, 191–235 (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 IFIP International Federation for Information Processing
About this paper
Cite this paper
Ribeiro, L., Barata, J., Alves, B., Ferreira, J. (2011). Diagnosis in Networks of Mechatronic Agents: Validation of a Fault Propagation Model and Performance Assessment. In: Camarinha-Matos, L.M. (eds) Technological Innovation for Sustainability. DoCEIS 2011. IFIP Advances in Information and Communication Technology, vol 349. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19170-1_23
Download citation
DOI: https://doi.org/10.1007/978-3-642-19170-1_23
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19169-5
Online ISBN: 978-3-642-19170-1
eBook Packages: Computer ScienceComputer Science (R0)