Knowledge-based Engineering of Automation Systems using Ontologies and Engineering Data
Matthias Glawe, Christopher Tebbe, Alexander Fay, Karl-Heinz Niemann
2015
Abstract
Ontologies provide an effective way for describing and using knowledge of a specific domain. In engineering workflows the reusability and quick adoption of knowledge is needed for solving several tasks in efficient ways. Engineering data is mostly structured in hierarchical documents and exchange formats and not represented in ontologies. Therefore a connection between engineering data and the knowledge in ontologies is needed. In this article we present a bridge concept for connecting engineering data with an OWL-based ontology. For this we use an example ontology containing security knowledge of automation systems.
References
- Vogel-Heuser, B., Diedrich, C., Fay, A., Jeschke, S., Kowalewski, S., Wollschlaeger, M., Göhner, P., 2014, Challenges for Software Engineering in Automation. Journal of Software Engineering and Applications, 7, pp. 440-451.
- Frank, T., Eckert, K., Hadlich, T., Fay, A., Diedrich, C., Vogel-Heuser, B, 2012, Workflow and decision support for the design of distributed automation systems. IEEE Int. Conf. on Industrial Informatics (INDIN), Beijing, China.
- Strube, M., Runde, S., Figalist, H., Fay, A.: Risk Minimization in Modernization Projects of Plant Automation - a Knowledge-Based Approach by means of Semantic Web Technologies, IEEE International Conference on Emerging Technologies and Factory Automation, 2011
- Runde, S., Fay, A., 2011, Software Support for Building Automation Requirements Engineering - An Application of Semantic Web Technologies in Automation, IEEE Transactions on Industrial Informatics, Volume 7, Issue, 4 pp. 723-730.
- Giarratano, J.C., Riley, G.D., 2005, ExpertSystems - Priciples and Programming, Course Technology, Thomson Learning, Boston
- Legat, C., Lamparter, S., Vogel-Heuser, B., 2013, Knowledge-Based Technologies for Future Factory Engineering and Control In: Service Orientation in Holonic and Multi Agent Manufacturing and Robotics 2013, Springer, Berlin
- Russel, S., Norvig, P., 2010, Artifical Intelligence: A modern approach, Pearson, Boston
- Fulcher, J., Jain, Lakhmi, 2008, Computational Intelligence: A Compendium, Springer-Verlag
- Schmidberger, T., Fay, A., 2007, A rule format for industrial plant information reasoning, IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA), Patras, Greece.
- Güttel, K., Weber, P., Fay, A., 2008, Automatic generation of PLC code beyond the nominal sequence, IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA), Hamburg, Germany.
- Christiansen, L., Fay, A., Opgenoorth, B., Neidig, J., 2011, Improved Diagnosis by Combining Structural and Process Knowledge, IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA), Toulouse, France.
- Schreiber, S., Schmidberger, T., Fay, A., May, J., Drewes, J., Schnieder, E., 2007, UML-based safety analysis of distributed automation systems, IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA), Patras, Greece.
- IEC 62443-2-1, 2010, Security for industrial automation and control systems - Establishing an industrial automation and control system security program, IEC, www.iec.ch
- Valenzano, A., 2014, Industrial Cybersecurity - Improving Security Through Access Control Policy Models, In IEEE Industrial Electronics Magazine June 2014, IEEE
- Antoniou, G., van Harmelen, F., 2012, A semantic web primer. MIT Press, Cambridge, Mass.
- Runde, S., Dibowski, H., Fay, A., Kabitzsch, K., 2009, Semantic Requirement Ontology for the Engineering of Building Automation. IEEE Int. Conf. Emerging Technologies and Factory Automation (ETFA), Mallorca, Spain.
- Linnenberg, T., Mueller, A. W., Christansen, L., Seitz, C., Fay, A., 2013, OntoEnergy - A lightweight ontology for supporting energy efficiency tasks. Int. Conf. Knowledge Engineering and Ontology Development (KEOD), Faro, Portugal.
- World Wide Web Consortium, 2014, OWL. Web Ontology Language. http://www.w3.org/2001/sw/wiki/OWL
- Donner, M., 2003, Toward a security ontology, In IEEE Security and Privacy, IEEE
- Ekelhart, A., Fenz, S., Klemen, M., Weippl, E., 2007, Security Ontologies: Improving Quantitative Risk Analysis, In IEEE Proceedings of the 40th Hawaii International Conference on System Sience, IEEE
- World Wide Web Consortium, 2014, SWRL. A Semantic Web Rule Language Combining OWL and RuleML, http://www.w3.org/Submission/SWRL/
- IEC 62424, 2008, IEC 62424:200x - Specification for Representation of process control engineering requests in P&I Diagrams and for data exchange between P&ID tools and PCE-CAE
- Runde, S., Fay, A., Wutzke, W.-O., 2009, Knowledgebased requirement-engineering of building automated systems by means of semantic web technologies, In IEEE International Conference on Industrial Informatics (INDIN), Cardiff, U.K.
- Abele, L., Legat, C., Grimm, S., Müller, A., 2013, Ontology-based Validation of Plant Models. In IEEE 11th International Conference, IEEE
- Staab, S., Studer, R., 2009, Handbook on ontologies. International handbooks on information systems. Springer, Berlin.
- AutomationML, 2015, AML-Engine version 3.1, https://www.automationml.org/o.red/uploads/dateien/1 427889211-AutomationML%20Engine_v3.1.zip, last checked 06.07.2015.
Paper Citation
in Harvard Style
Glawe M., Tebbe C., Fay A. and Niemann K. (2015). Knowledge-based Engineering of Automation Systems using Ontologies and Engineering Data . In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2015) ISBN 978-989-758-158-8, pages 291-300. DOI: 10.5220/0005614502910300
in Bibtex Style
@conference{keod15,
author={Matthias Glawe and Christopher Tebbe and Alexander Fay and Karl-Heinz Niemann},
title={Knowledge-based Engineering of Automation Systems using Ontologies and Engineering Data},
booktitle={Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2015)},
year={2015},
pages={291-300},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005614502910300},
isbn={978-989-758-158-8},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 2: KEOD, (IC3K 2015)
TI - Knowledge-based Engineering of Automation Systems using Ontologies and Engineering Data
SN - 978-989-758-158-8
AU - Glawe M.
AU - Tebbe C.
AU - Fay A.
AU - Niemann K.
PY - 2015
SP - 291
EP - 300
DO - 10.5220/0005614502910300