Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing

Hendro Wicaksono, Sven Rogalski, Jivka Ovtcharova

2012

Abstract

In recent years ontologies have been used for knowledge representation in different domains, such as energy management and manufacturing. Researchers have developed approaches in applying ontologies for intelligent energy management in households. In the manufacturing domain, ontologies have been used for knowledge management in order to provide a common formal understanding between the stakeholders, who have different background knowledge. Energy management in a manufacturing company involves different organizational entities and technical processes. This paper proposes an approach to applying ontology for intelligent energy management in discrete manufacturing companies. The ontology provides a formal knowledge representation that is accessible by different human stakeholders as well as machines in the company. This paper also demonstrates the methods used to construct and to process the ontology.

References

  1. Bechhofer, S., van Harmelen, F., Hendler, J., Horrocks, I., McGuinness, D. L., Patel-Schneider, P. F. and Stein, L. A., 2004. OWL Web Ontology Language Reference. Retrieved on 15 April 2012, from http://www.w3.org/ TR/owl-ref/.
  2. Hai, R., Theissen, M. & Marquardt, W., 2011. An ontology based approach for operational process modelling. In Advanced Engineering Informatics, no. 25, pp. 748-759, Amsterdam, The Netherlands: Elsevier Science Publishers B. V.
  3. Horrocks, I., Patel-Schneider, P., Boley, H., Tabet, S., Grosof, B. and Dean, M., 2004. SWRL: A Semantic Web Rule Language Combining OWL and RuleML. Retrieved on 14 April 2012, from http://www.w3.org/ Submission/SWRL/.
  4. Kinkel, S., 2005. Anforderung an die Fertigungstechnik von morgen - Wie verändern sich Variantenzahlen, Losgrößen, Materialeinsatz, Genauigkeitsanforderungen und Produktlebenzyklen tatsächlich?. Nr. 37. Karlsruhe: Fraunhofer Institut ISI.
  5. Lemaignan, S., Siadat, A., Dantan, J. Y. and Semenenko, A., 2006. MASON: A Proposal For An Ontology Of Manufacturing Domain. In Proceeding IEEE Workshop on Distributed Intelligent Systems: Collective Intelligence and Its Applications, pp.195- 200. Washington, USA: IEEE Computer Society.
  6. Lin, H. K. & Harding, J. A., 2007. A manufacturing system engineering ontology model on the semantic web for inter-enterprise collaboration. In Computers in Industry, no. 58, pp. 428-437. Amsterdam, The Netherlands: Elsevier Science Publishers B. V.
  7. O'Connor, M. & Das, A., 2009. SQWRL: A Query Language for OWL. In Proceeding 6th International Workshop on OWL: Experiences and Directions (OWLED 2009), Chantilly, VA, United States.
  8. Panetto, H., M. Dassisti, and A. Tursi., 2012. ONTOPDM: Product-driven ONTOlogy for Product Data Management interoperability within manufacturing process environment. In Advanced Engineering Informatics, no. 26, pp. 334-348. Amsterdam, The Netherlands: Elsevier Science Publishers B. V.
  9. Raza, M. B. and Harrison, R., 2011. Ontological Knowledge Based System for Product, Process and Resource Relationships in Automotive Industry. In Proceedings of the 1st International Workshop on Ontology and Semantic Web for Manufacturing, pp. 23-36. Heraklion, Crete, Greece.
  10. Rossello-Busquet, A., Brewka, L., Soler, J. and Dittmann, L., 2011. OWL Ontologies and SWRL Rules Applied to Energy Management. In Proceeding 13th International Conference on Modelling and Simulation, pp. 446 - 450. Washington DC, USA: IEEE Computer Society.
  11. Shah, N., Chao, K. M., Zlamaniec, T. and Matei, A., 2011. Ontology for Home Energy Management Domain. In Digital Information and Communication Technology and Its Applications - International Conference. Berlin, Heidelberg: Springer.
  12. Valiente, M. C., Garcia-Barriocanal, E. and Sicilia, M. A., 2012. Applying an ontology approach to IT service management for business-IT integration, In Knowledge-Based Systems, vol. 28, April 2012, pp. 76-87. Amsterdam, The Netherlands: Elsevier Science Publishers B. V.
  13. Wicaksono, H. & Rogalski, S., 2010. Ontology Supported Intelligent Energy Management System in Buildings. In Proceeding of IEEE International Conference on Industrial Engineering and Business Management (ICIEBM), pp.637-642. Yogyakarta, Indonesia.
  14. Wicaksono, H. Rogalski, S. and Kusnady, E., 2010. Knowledge-based Intelligent Energy Management Using Building Automation System. In IEEE IPEC, 2010 Conference Proceedings, pp. 1140-1145, Singapore.
  15. Wicaksono, H., Schubert, V., Rogalski, S., Ait Laydi, Y. and Ovtcharova, J., 2012, Ontology-driven Requirements Elicitation in Product Configuration Systems. In H. ElMaraghy (ed.), Enabling Manufacturing Competitiveness and Economic Sustainability, pp. 63-67. Heidelberg: Springer.
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Paper Citation


in Harvard Style

Wicaksono H., Rogalski S. and Ovtcharova J. (2012). Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012) ISBN 978-989-8565-30-3, pages 108-114. DOI: 10.5220/0004141601080114


in Bibtex Style

@conference{keod12,
author={Hendro Wicaksono and Sven Rogalski and Jivka Ovtcharova},
title={Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012)},
year={2012},
pages={108-114},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004141601080114},
isbn={978-989-8565-30-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2012)
TI - Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing
SN - 978-989-8565-30-3
AU - Wicaksono H.
AU - Rogalski S.
AU - Ovtcharova J.
PY - 2012
SP - 108
EP - 114
DO - 10.5220/0004141601080114