Abstract
In this paper, we describe an ontology for a hierarchically organized production control system in semiconductor manufacturing. The semiconductor manufacturing domain is characterized by reentrant product flows, sequence dependent setup-times, prescribed due-dates, a diverse product mix, a mix of different process types including batch processes and preventive maintenance issues because of complex technological processes. Starting from a hierarchical decomposition of the manufacturing system, we use an agent-based architecture for implementing the resulting production control system. In order to coordinate the autonomous entities of the hierarchy, we suggest an ontology that is appropriate to the hierarchical control approach. We illustrate the use of the suggested ontology.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Caire, G.: Jade Tutorial: Application-defined Content Languages and Ontologies. TILab S.p.A (2002)
FABMAS Project Web Site (2003), http://www.tu-ilmenau.de/fabmas
FIPA Ontology Specification (1998), http://www.fipa.org/specs/fipa00006/
Gruber, T.R.: Towards Principles for the Design of Ontologies Used for Knowledge Sharing. Int. J. Hum. Comp. Studies 43(5/6), 907–928 (1995)
Habenicht, I., Mönch, L.: A Finite Capacity Beam-Search Algorithm for Production Scheduling of Semiconductor Wafer Fabrication Facilities. In: Yücesan, E., Chen, C.-H., Snowdown, J.L., Charnes, J.M. (eds.) Proceedings of the 2002 Winter Simulation Conference, San Diego, USA, pp. 1406–1413 (2002)
Heikkilä, T., Kollingbaum, M., Valckenaers, P., Bluemink, G.-J.: An Agent Architecture for Manufacturing Control: ManAge. Computers in Industry 46, 315–331 (2001)
Mesarovic, M.D., Takahara, Y.: Abstract System Theory, Lecture Notes in Control and Information Sciences. Springer, Berlin (1989)
Mönch, L.: Analyse und Design für ein agentenbasiertes System zur Steuerung von Produktionsprozessen in der Halbleiterindustrie. In: Proceedings Verbundtagung Verteilte Informationssysteme auf der Grundlage von Objekten, Komponenten und Agenten vertIS, 99–112 (2001)
Mönch, L., Stehli, M., Schulz, R.: An Agent-Based Architecture for Solving Dynamic Resource Allocation Problems. In: Verbraeck, A., Krug, W. (eds.) Proceedings of the 14th European Simulation Symposium. Simulation in Industry, Dresden, pp. 331–337 (2002)
Mönch, L., Stehli, M., Zimmermann, J.: FABMAS – an Agent-Based System for Production Control of Semiconductor Manufacturing Processes. In: Mařík, V., McFarlane, D.C., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 258–267. Springer, Heidelberg (2003)
Obitko, M., Mařík, V.: Ontologies for Multi-Agent-Systems in Manufacturing Domain. In: Proceedings of the 13th International Workshop on Database and Expert Systems Applications (2002)
Schneeweiß, C.: Hierarchies in Distributed Decision-Making. Springer, Heidelberg (1999)
Smith, S., Becker, M.: An Ontology for Constructing Scheduling Systems. In: Working Notes of the 1997 Symposium on Ontological Engineering. AAAI Press, Menlo Park (1997)
Srivatsan, N., Bai, S.X., Gershwin, S.B.: Hierarchical Real-Time Integrated Scheduling of a Semiconductor Fabrication Facility. Control and Dynamic Systems 61, 197–241 (1994)
Wouters, C., Dillon, T., Rahayu, W., Chang, E.: A Practical Walkthrough of the Ontology Derivation Rules. In: Hameurlain, A., Cicchetti, R., Traunmüller, R. (eds.) DEXA 2002. LNCS, vol. 2453, pp. 259–268. Springer, Heidelberg (2002)
Uschold, M., King, M., Moralee, S., Zorgios, Y.: The Enterprise Ontology (1997), http://www.aiai.ed.ac.uk/enterprise/enterprise/ontology.html#papers
Van Brussel, H., Wyns, J., Valckenaers, P., Bongaerts, L., Peeters, P.: Reference Architecture for Holonic Manufacturing Systems: PROSA. Computers in Industry, 37(3), 225–276 (1998) (special Issue on Intelligent Manufacturing Systems)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Mönch, L., Stehli, M. (2003). An Ontology for Production Control of Semiconductor Manufacturing Processes. In: Schillo, M., Klusch, M., Müller, J., Tianfield, H. (eds) Multiagent System Technologies. MATES 2003. Lecture Notes in Computer Science(), vol 2831. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39869-1_14
Download citation
DOI: https://doi.org/10.1007/978-3-540-39869-1_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-20124-3
Online ISBN: 978-3-540-39869-1
eBook Packages: Springer Book Archive