SEMANTIC DATA INTEGRATION FOR PROCESS ENGINEERING DESIGN DATA

Andreas Wiesner, Jan Morbach, Wolfgang Marquardt

Abstract

During the design phase of a chemical plant, information is typically created by various software tools and stored in different documents and databases. Unfortunately, the further processing of the data is often hindered by the structural, syntactic and semantic heterogeneities of the data sources. In fact the merging and consolidation of the data becomes virtually prohibitive when exclusively conventional database technologies are employed. Therefore, XML technologies as well as specific domain ontologies are increasingly applied in the context of data integration. Hence, this contribution gives an outline on an ongoing research project at the authors’ institute, which aims at the development of a prototypical software tool, which exploits the benefits of semantic as well as XML technologies, for the integration and consolidation of design data. Both, ontology and software development is performed in close cooperation with partners from the chemical and software industries to ensure their compliance with the requirements of industrial practice.

References

  1. Anhäuser, F., Richert, H., Temmen, H., 2004. PlantXMLintegrierter Planungsprozess mit flexiblen Bausteinen. atp- Automatisierungstechnische Praxis 46:10, 61-71.
  2. Brandt, S.C., Morbach, J., Miatidis, M., Theißen, M., Jarke, M., Marquardt, W., 2008. An ontology-based approach to knowledge management in design processes. Comp. Chem. Eng., 32, 320-342.
  3. Yang, A., Braunschweig, B., Fraga, E., Guessoum, Z., Marquardt, W., Nadjemi, O., Paen, D., Piñol, D., Roux, P., Sama, S., Serra, M., Stalker, I., 2007. A multi-agent system to facilitate component-based process modelling and design. Comput. Chem. Eng., in press.
  4. Cruz, I., Xiao H., Hsu F., July 7-9 2004. An Ontologybased Framework for XML Semantic Integration. Eighth International Database Engineering and Applications Symposium, IDEAS'04, Coimbra, Portugal, University of Illinois at Chicago.
  5. Embury, S.M., Brandt, S.M., Robinson, J.S., Sutherland, I., Bisby, F.A., Gray, W.A., Jones, A.C., White, R.J., 2001. Adapting integrity enforcement techniques for data reconciliation. Inf. Syst., 26(8), 657-689.
  6. Erdmann, M., Studer, R., 2001. How to structure and access, XML documents with ontologies. Data & Knowledge Engineering, 36(3), 317 - 335.
  7. Fedai, M., Drath, R., 2004. CAEX - ein neutrales Austauschformat für Anlagendaten - Teil 1. In: atpAutomatisierungstechnische Praxis 46:2, 52-56.
  8. Galaher, M.P., O'Connor, A.C., Dettbarn Jr., J.L., Gilday, L.T., 2004. Cost analysis of inadequate interoperability in the U.S. capital facilities industry. In: Technial Report NIST GCR 04-867. NISTNational Institut of Standatds and Technology.
  9. Kifer, M., Lausen, G., Wu, J.. Logical foundations of object-oriented and frame-based languages. In: Journal of the ACM (42:4).
  10. Klein, M., 2002. Interpreting XML Documents via an RDF Schema Ontology. In: 13th International Workshop on Database and Expert Systems Applications (DEXA'02), dexa, 889.
  11. Lenzerini, M., 2002. Data integration: A theoretical perspective. In: Proc. Of the 21st ACM SIGACT SIGMOD SIBART Symp. On Principles of Database Systems (PODS 2002), 233-246.
  12. Levy, A. Y., 2001. Answering queries using views: a survey. VDBL Journal
  13. Maier, A., Aguado, J., Bernaras, A., Laresgoiti, I., Pedinaci, C., Pena, N., Smithers, T., 2003. Integration with ontologies. In: Reimer, U., Abecker, A., Staab, S., Stumme, G., (eds.): Professionelles Wissensmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement.
  14. Morbach, J., Marquardt, W., 2008. Ontology-Based Integration and Management of Distributed Design Data. To appear in: Nagl, M., Marquardt, W., (eds.): Collaborative and Distributed Chemical Engineering Design Processes: From Understanding to Substantial Support, Springer. Berlin, Chapter 7.1.
  15. Morbach, J., Theißen, M., Marquardt, W., 2008. Integrated Application Domain Models for Chemical Engineering. To appear in: Nagl, M., Marquardt, W., (eds.): Collaborative and Distributed Chemical Engineering: From Understanding to Substantial Design Process Support, Springer. Berlin, Chapter 2.6.
  16. Morbach, J., Yang, A., Marquardt, W., 2007. OntoCAPE - a large-scale ontology for chemical process engineering. Eng. Appl. Artif. Intel., 20(2), 147-161
  17. Noumonon Consulting Limited, 2006. Open Access to Intelligent Process Plant models. Website: http://www.noumenon.co.uk/XMpLantOverview.html.
  18. OntoCAPE, 2007, Access OntoCAPE, Website: http://www.avt.rwthaachen.de/AVT/index.php?id=486
  19. OntoStudio, 2007, OntoStudio Website: http://www .ontoprise.de/content/e1171/e1249/index_eng.html
  20. Stuckenschmidt, H., Klein, M., 2003. Integrity and Change in Modular Ontologies. In: Proceedings of the International Joint Conference on Artificial Intelligence - IJCAI 7803, Acapulco, Mexico, Morgan Kaufmann, 900-905.
  21. Uschold, M., Gruninger, M., 1996. Ontologies: Principles, Methods and Applications. In: Knowl. Eng. Rev., 11, 93-155.
  22. Yang, A., Marquardt, W., 2004. An Ontology-Based Approach to Conceptual Process Modeling. In: Barbarosa-Póvoa, A., Matos, H., (eds.): Proceedings of the European Symposium on Computer Aided Process Engineering - ESCAPE 14, Elsevier, 1159- 1164.
Download


Paper Citation


in Harvard Style

Wiesner A., Morbach J. and Marquardt W. (2008). SEMANTIC DATA INTEGRATION FOR PROCESS ENGINEERING DESIGN DATA . In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8111-36-4, pages 190-195. DOI: 10.5220/0001692901900195


in Bibtex Style

@conference{iceis08,
author={Andreas Wiesner and Jan Morbach and Wolfgang Marquardt},
title={SEMANTIC DATA INTEGRATION FOR PROCESS ENGINEERING DESIGN DATA},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2008},
pages={190-195},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001692901900195},
isbn={978-989-8111-36-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - SEMANTIC DATA INTEGRATION FOR PROCESS ENGINEERING DESIGN DATA
SN - 978-989-8111-36-4
AU - Wiesner A.
AU - Morbach J.
AU - Marquardt W.
PY - 2008
SP - 190
EP - 195
DO - 10.5220/0001692901900195