KNOWLEDGE BASED SERVICES FOR DEVICES IN AUTOMATION

Muhammad Baqar Raza, Robert Harrison, Thomas Kirkham

2011

Abstract

The integration of manufacturing design and production processes around aggregated shared knowledge improves production efficiency. In this paper, planning level faults on the assembly lines or conflicts in product design are identified and picked up in real time via the use of integrated knowledge based services. Issues with the supply chain can also be fed into the model by linking the services to Enterprise Resource Planning (ERP) systems. In the production process, errors and/or faults are fed back into the knowledge base system to aid confident future planning. This approach allows more targeted alerts and reports of failures, empowering the production operative and allowing more problems to be solved at the source of origination.

References

  1. Ajit S., Sleeman D., Fowler D., and Knott D., ConEditor: Tool to Input and Maintain Constraints, 14th International Conference on Engineering Knowledge in the Age of the Semantic Web, Proceedings of EKAW 2004, pp 466-468.
  2. Bachimont B., Engagement sémantique et engagement ontologique: conception et réalisation d'ontologies en ingénierie des connaissances, In Charlet, Zacklad, Kassel, Bourigault, Ingénierie des connaissances Evolutions récentes et nouveaux défis. Eyrolles, 2000.
  3. Engelen R. A. van and Gallivan K.., “The gSOAP Toolkit for Web Services and Peer-To-Peer Computing Networks” in the proceedings of the 2nd IEEE Intl Symp.on Cluster Computing and the Grid, pages 128- 135, May 21-24, 2002, Berlin, Germany.
  4. Gruber, T., A translation approach to portable ontology specifications. Knowledge Acquisition 5:199-220; 1993
  5. Harrison, R., A. W. Colombo, A. A. West and S. M. Lee, Reconfigurable modular automation systems for automotive power-train manufacture. International Journal of Flexible Manufacturing Systems, 2006. 18(3): p. 175-190.
  6. Jammes F., Smit H., Service-Oriented Paradigms in Industrial Automation, IEEE Transactions on Industrial Informatics, Vol 1(1), pp. 62-70, Feb 2005.
  7. Kirkham T., Savio D., H. Smit, Harrison R., R. P. Monfared, and P. Phaithoonbuathong, "SOA Middleware and Automation: Services, Applications and Architectures" in 6th International Conference on Industrial Informatics (IEEE, INDIN 2008): IEEE Comp. Soc., 2008.
  8. Knublauch H., Fergerson R., Noy, N., and M., Musen. The protégé OWL plugin: An open development environment for semantic web applications. In Proc. of ISWC, 2004, number 3298 in LNCS, pages 229- 243.
  9. Lastra J. L. Martinez, "On Future Self-Orchestrating Manufacturing Systems", Position paper for the FP7 Workshop on The Agile, Wireless Manufacturing Plant, Brussels, February 10th, 2005.
  10. Lastra J. L. Martinez, I. M. Delamer, "Semantic Web Services in Factory Automation: Fundamental Insights and Research Roadmap", to appear in IEEE Transactions on Industrial Informatics, Feb 2006.
  11. Lukibanov O., Use of Ontologies to Support Design Activites at DaimlerChrysler, 8th Intl. Protégé Conference, 2005.
  12. Martin D., Burstein M., Hobbs J., Lassila O., D. McDemott, S. McIlraith, S. Narayanana, M. Paolucci, B. Parsia, T. Payne, E. Sirin, N. Srinivasan and K. Sycara. Ming C., L. Lin, and J. Dong. “Intelligent Service Matching in Internet-Based Manufacturing.” CIMS, vol.9, no. 7, pp. 589-594, March 2003.
  13. OASIS DPWS standard page: http://docs.oasisopen.org/ws-dd/ns/dpws/2009/01
  14. OWL-S: Semantic markup for web services. Member Submission 22, W3C, November 2004.
  15. Raza M. B., Harrison R., Kirkham T., -Knowledge Based Flexible and Integrated PLM System at Ford -Journal of Information & Systems Management, Volume 1, Number 1, March 2011, pp 8-16
  16. Raza Muhammad Baqar, Robert Harrison, Information modeling and knowledge management approach to reconfiguring manufacturing enterprises, International Journal of Advanced Information Technology (IJAIT) Vol. 1, No. 3, June 2011.
  17. Raza Muhammad Baqar, Robert Harrison, Ontological Knowledge Based System for Product, Process and Resource Relationships in Automotive Industry, Proceedings of the 1st International Workshop on Ontology and Semantic Web for Manufacturing (OSEMA, 2011), co-located with the 8th Extended Semantic Web Conference, ESWC2011, Heraklion, Crete, Greece, May 29, 2011.
  18. Schlimmer J., A Technical Introduction to DPWS http://msdn2.microsoft.com/enus/library/ms996400.as px
  19. Wielinga, B. and Schreiber, A. Th. and Jansweijer, W. and Anjewierden, A. and van Harmelen, F. Framework and formalism for expressing ontologies. ESPRIT Project 8145 KACTUS, Free University of Amsterdam, deliverable DO1b.1, 1994.
  20. Yusuf, Y. Y., Sarhadi, M. and Gunasekaran, A., 1999. Agile Manufacturing: The drivers, concepts and attributes. International Journal of Production Economics, 62, pp. 33-43
  21. Zhihong Deng, Tang Shiwei, Zhang Ming, Overview of Ontology. Acta Scicentiarum Naturalum Universitis Pekinesis, 2002,38(5):730-738.
Download


Paper Citation


in Harvard Style

Baqar Raza M., Harrison R. and Kirkham T. (2011). KNOWLEDGE BASED SERVICES FOR DEVICES IN AUTOMATION . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011) ISBN 978-989-8425-80-5, pages 133-138. DOI: 10.5220/0003422901330138


in Bibtex Style

@conference{keod11,
author={Muhammad Baqar Raza and Robert Harrison and Thomas Kirkham},
title={KNOWLEDGE BASED SERVICES FOR DEVICES IN AUTOMATION},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011)},
year={2011},
pages={133-138},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003422901330138},
isbn={978-989-8425-80-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2011)
TI - KNOWLEDGE BASED SERVICES FOR DEVICES IN AUTOMATION
SN - 978-989-8425-80-5
AU - Baqar Raza M.
AU - Harrison R.
AU - Kirkham T.
PY - 2011
SP - 133
EP - 138
DO - 10.5220/0003422901330138