Abstract
The core vision put forward by the Internet of Things, of networked, intelligent objects capable of taking autonomous decisions based on decentral information processing, resonates strongly with research in the field of autonomous cooperating logistics processes. The characteristics of the IT landscape underlying autonomous cooperating logistics processes pose a number of challenges towards data integration. The heterogeneity of the data sources, their highly distributed nature, along with their availability, make the application of traditional approaches problematic. The field of semantic data integration offers potential solutions to address these issues. This contribution aims to examine in what way an adequate approach towards data integration may be facilitated on that basis. It subsequently proposes a service-oriented, ontology-based mediation approach to data integration for an Internet of Things supporting autonomous cooperating logistics processes.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Aberle G (2003) Transportwirtschaft: einzelwirtschaftliche und gesamtwirtschaftliche Grundlagen, 4th edn. Oldenbourg, Munich
Ahn H, Oh H and Sung CO (2006) Towards Reliable OSGi Framework and Applications.SAC ’06: Proceedings of the 2006 ACM symposium on Applied computing ACM, New York
Berning M, Vastag S (2007) Simulation selbststeuernder Transportnetze. In: Bullinger H-J, ten Hompel M (ed) Internet der Dinge. Springer, Berlin
Blanke K, Krafzig D, Slama D (2004) Enterprise SOA: Service Oriented Architecture Best Practices. Prentice Hall International
Böse F, Windt K (2007) Catalogue of Criteria for Autonomous Control in Logistics. In: Hülsmann M., Windt K. (eds) Understanding Autonomous Cooperation and Control in Logistics - The Impact on Management, Information and Communication and Material Flow. Springer, Berlin
Brand L, Hülser T, Grimm, V, Zweck A (2009) Internet der Dinge – Perspektiven für die Logisitk. Zukünftige Technologien Consulting
Cassina J, Taisch M, Potter D, Parlikad AKN (2008) Development of PROMISE architecture and PDKM semantic object model. 14th International Conference on Concurrent Enterprising, June 2008, Lisbon
Christensen El, Curbera F, Meredith G, Weerawarana S (2001) Web Services Description Language (WSDL) 1.1. W3C Recommendation, World Wide Web Consortium. http://www.w3.org/TR/wsdl.html. Accessed 06 September 2010.
Clement L, Hatley A, von Riegen C, Rogers T (eds) (2004) UDDI Version 3.0.2. http://uddi.org/pubs/uddi_v3.htm, OASIS Open. Accessed 06 September 2010.
Cole PH, Engels DW (2002) Auto ID - 21st Century Supply Chain Technology. Proceedings of AEEMA Cleaner Greener Smarter conference, October 2002
de Souza LMS, Spiess P, Köhler M, Guinard D, Karnouskos S, Savio D (2008) SOCRADES: A Web Service based Shop Floor Integration Infrastructure. Springer.
Do H-H, Anke J, Hackenbroich G (2006) Architecture Evaluation for Distributed Auto-ID Systems. Proceedings of the 17th International Conference on Database and Expert Systems Applications
Drools Community (2009) Drools Introduction and General User Guide 5.0.1 Final. JBoss Enterprise. http://downloads.jboss.com/drools/docs/5.0.1.26597.FINAL/droolsintroduction/html_single/index.html. Accessed 07 December 2009
Ducatel K, Bogdanowicz M, Scapolo F, Leijten J, Burgelman J-C (2001) Scenarios for Ambient Intelligence in 2010. European Commission, Technical Report
Ehnert I, Arndt L, Mueller-Christ G (2006) A sustainable management framework for dilemma and boundaries in autonomous cooperating transport logistics processes. Int J Environ Sustainable Dev 5:355–371. doi: 10.1504/IJESD.2006.011555
EPCglobal Inc. (2007) EPCIS (Electronic Product Code Information Service). Frequently Asked Questions. EPCglobal Inc., Lawrenceville
EPCglobal Inc. (2009) The EPCglobal Architecture Framework, 1.3, Standard Specification. EPCGlobal Inc.
Floerkemeier C, Lampe M, Roduner C (2007) Facilitating RFID Development with the Accada Prototyping Platform. In: PerCom 2007. IEEE Computer Society, White Plains
Främling K, Ala-Risku T, Kärkkäinen M, Holmström J (2006) Agent-Based Model for Managing Composite Product Information. Comput Ind 57:72–81
Främling K, Nyman J (2008) Information architecture for intelligent products in the internet of things. In: Autere V, Bask A, Kovács G, Spens K, Tanskanen K (eds) Beyond Business Logistics. Proceedings of 20th NOFOMA logistic conference, Helsinki
Gaßner K, Bovenschulte M (2009) Internet der Dinge - Technologien im Anwendungsfeld RFID/Logistik. In: Botthof A, Bovenschulte M (eds) Das Internet der Dinge. Die Informatisierung der Arbeitswelt und des Alltags - Erläuterung einer neuen Basistechnologie. Hans-Böckler-Stiftung, Düsseldorf
Gudgin M, Hadley M, Mendelsohn N, Moreau J-J, Nielsen HF (2003) SOAP Version 1.2 Part 1: Messaging Framework, W3C Recommendation, World Wide Web Consortium. http://www.w3.org/TR/soap12-part1/. Accessed 06 September 2010.
Gupta SKS, Lee W-C, Purakayastha A, Srimani PK (2001) An Overview of Pervasive Computing. IEEE Pers Commun Mag 8:8–9
Hannus M (1996) Islands of automation in construction. In: Žiga Turk (ed) Construction on the information highway. CIB publication, University of Ljubljana
Hans C, Hribernik KA, Thoben K-D (2008) An Approach for the Integration of Data within Complex Logistics Systems. In: Haasis HD, Kreowski H-J, Scholz-Reiter B (eds) Dynamics in Logistics. First International Conference LDIC 2007 Proceedings. Springer, Heidelberg
Hong-Bae J, Kiritsis D, Xirouchakis P (2007) Research Issues on Closed-loop PLM. Comp in Ind 58:855–868. doi: 10.1016/j.compind.2007.04.001
Hribernik KA, Hans C, Thoben K-D (2009) The Application of the EPCglobal Framework Architecture to Autonomous Control in Logistics. Proceedings of the 2nd International Conference on Dynamics in Logistics. Springer, Berlin, Heidelberg
Hülsmann M, Windt K, Wycisk C, Philipp T, Grapp J, Böse F (2006) Identification, Evaluation and Measuring of Autonomous Cooperation in Supply Networks and other Logistic Systems. In: Baltacioglu T (ed) Proceedings of the 4th International Logistics and Supply Chain Congress, Izmir, Turkey
International Organization for Standardization (2009a) ISO/DIS 10303–239:2005: Industrial automation systems and integration – Product data representation and exchange – Part 239: Application protocol: Product life cycle support. International Organization for Standardization, Geneva, Switzerland.
International Organization for Standardization (2009b) Industrial automation systems and integration– Integration of life-cycle data for process plants including oil and gas production facilities– Part 2: Data model. International Organization for Standardization, Geneva, Switzerland.
International Organization for Standardization (2009c) ISO/DIS ISO 20242–1:2005: Industrial automation systems and integration -- Service interface for testing applications -- Part 1: Overview. International Organization for Standardization, Geneva, Switzerland.
Jedermann R, Antunez LJ, Lang W, Lorenz M, Gehrke JD, Herzog O (2008) Dynamic Decision making on Embedded Platforms in Transport Logistics. In: Haasis HD, Kreowski HJ, Scholz-Reiter B (eds) Dynamics in Logistics. First International Conference LDIC 2007. Springer, Berlin Heidelberg
Lee J, Chae H, Kim C-H, Kim K (2009). Design of product ontology architecture for collaborative enterprises. Expert Syst App 36:2300–2309. doi:10.1016/j.eswa.2007.12.042
Jun H-B, Shin J-H, Kiritsis D, Xirouchakis P (2007) System architecture for closed-loop PLM. Int J Comput Integr Manuf 20:684–698. doi: 10.1080/09511920701566624
Kärkkäinen M, Främling K, Ala-Risku T (2003a) The product centric approach: a solution to supply network information management problems? Comput Ind 52:147–159. doi: 10.1016/S0166-3615(03)00086-1
Kärkkäinen M, Holmström J, Främling K, Artto K (2003b) Intelligent products - a step towards a more effective project delivery chain. Comput Ind 50:141–151. doi: 10.1016/S0166-3615(02)00116-1
Kärkkäinen M, Ala-Risku T, Främling K (2004) Efficient tracking for short-term multi-company networks. Int J Phys Distrib Logist Manag 34:545–564. doi: 10.1108/09600030410552249
McFarlane D, Sarma S, Chirn JL, Wong CY, Ashton K (2003) Auto ID systems and intelligent manufacturing control. Eng Appl Artif Intell 16:365–376. doi:10.1016/S0952-1976(03)00077-0
Meyer GG, Främling K, Holmström J (2009) Intelligent Products: A Survey. Comput Ind 60:137–148. doi:10.1016/j.compind.2008.12.005
Prud'hommeaux E, Seaborne A (2008) SPARQL Query Language for RDF. http://www.w3.org/TR/rdf-sparql-query/. Accessed 15 July 2009
Seaborne A, Manjunath G, Bizer C, Breslin J, Das S, Harris S, et al. (2008). SPARQL Update. A language for updating RDF graphs. http://www.w3.org/Submission/SPARQL-Update/. Accessed 28 July 2009
Schnatmeyer M, Schumacher J, Thoben K-D (2005) EOL Information Management for Tracking and Tracing of Products. 18th International Conference on Production Research (ICPR-18) Proceedings. Salerno
Schnatmeyer M (2008) RFID-basierte Nachverfolgung logistischer Einheiten in der Kreislaufwirtschaft. PhD Thesis, University of Bremen
Scholz-Reiter B, Windt K, Freitag M (2004) Autonomous logistic processes: New demands and first approaches. In: Monostori L (ed) Proc. 37th CIRP International Seminar on Manufacturing Systems. Hungarian Academy of Science, Budapest
Scholz-Reiter B, Kolditz J, Hildebrandt T (2007) Specifying adaptive business processes within the production logistics domain – a new modelling concept and its challenges. In: Hülsmann M, Windt K (eds) Understanding Autonomous Cooperation & Control in Logistics – The Impact on Management, Information and Communication and Material Flow. Springer, Berlin Schuldt A, Gottfried B (2008) Selbststeuerung in der Intralogistik: Kognitive räumliche Repräsentationen für autonome Fahrzeuge. Ind Manag 24:41–44
Schuldt A, Hribernik KA, Gehrke JD, Thoben K-D, Herzog O (2010) Cloud Computing for Autonomous Control in Logistics. 40th Annual Conference of the German Society for Computer Science. Gesellschaft für Informatik
Smith MK, Welty C, McGuinness DL (2004) OWL Web Ontology Language Guide. http://www.w3.org/TR/owl-guide/. Accessed 15 July 2009
Soon TJ, Ishii S-I (2007) EPCIS and Its Applications. Synthesis Journal, 109–124. Information Technology Standards Committee. IDA Singaport & SPRING Singapore. http://www.itsc.org.sg/pdf/synthesis07/Five_EPCIS.pdf. Accessed 06 September 2010
Staake T, Thiesse F, Fleisch E (2005) Extending the EPC network: the potential of RFID in anticounterfeiting, Proceedings of the 2005 ACM symposium on Applied computing. Santa Fe
Stojanovic ZA, Dahanayake NW, Sol HG (2004) Modeling and Design of Service-Oriented Architecture. Proceedings of the 2004 IEEE International Conference on Systems, Man and Cybernetics: Impacts of Emergence Cybernetics and Human-Machine Systems. IEEE Computer Society
ten Hompel M (2005) Das Internet der Dinge: Status, Perspektive, Aspekte der aktuellen RFIDEntwicklung. Dortmunder Gespräche 2005. Fraunhofer Symposium RFID, Dortmund.
Terzi S (2005). Elements of Product Lifecycle Management: Definitions, Open Issues and Reference Models. PhD Thesis, University Henri Poincaré Nancy 1 and Politecnico di Milano
The PROMISE Consortium (2008) PROMISE Architecture Series Volume 1: Architecture Overview. Finland: Promise Innovation Oy
Thoben K-D, Hribernik KA, Kirisci P, Eschenbächer J (2003) Web Services to support Collaborative Business in Manufacturing Networks. In: Weber F, Pawar K S, Thoben K-D (eds) Enterprise Engineering in the Networked Economy. Proceedings of the 9th. International Conference on Concurrent Enterprising, Espoo
Timm IJ (2006) Strategic Management of Autonomous Software Systems: Overview Article. Technical Report 35. University of Bremen, Centre for Computing and Communication Technologies (TZI)
Trautmann A (2007) Mulitagentensysteme im Internet der Dinge – Konzepte und Realisierung. In: Bullinger, H-J, ten Hompel M (eds) Internet der Dinge. Springer, Berlin
Tursi A (2009) Ontology-approach for product-driven interoperability of enterprise production systems. PhD Thesis, University Henri Poincaré Nancy 1 and Politecnico die Bari
Ullman JD (1997) Information integration using logical views. In: Afrati F N, Kolaitis P, (eds) Proceedings of the 6th International Conference on Database Theory (ICDT’97). Delphi, Greece
VDI/VDE Innovation + Technik GmbH (2008) Intelligente Logistiknetze mit RFID: Praxisnahe Informationen für Hersteller, Anwender und Dienstleister. Bundesministerium für Wirtschaft und Technologie, Berlin
Ventä O (2007) Intelligent Products and Systems: Technology Theme - Final Report. VTT, Espoo
Wache H (2003) Semantische Mediation für heterogene Informationsquellen. Akademische Verlagsgesellschaft Aka, Berlin
Wache H, Vögele T, Visser U, Stuckenschmidt H, Schuster G, Neumann H, Hübner S (2001) Ontology-Based Integration of Information - A Survey of Existing Approaches. In: IJCAI 2001WS on Ontologies and Information Sharing. Seattle.
Weiser M (1991) The Computer for the Twenty-First Century. Sci Am 265:94–104
Windt K, Philipp T, Böse F (2008) Complexity Cube for the Characterization of Complex Production Systems. Int J Comp Integr Manuf 21:195–200. doi: 10.1080/09511920701607725
Wong CY, McFarlane D, Zaharudin AA, Agarwal V (2002) The Intelligent Product Driven Supply Chain. Proceedings of IEEE International Conference on Systems, Man and Cybernetics. Hammamet, Tunisia
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Hribernik, K.A., Hans, C., Kramer, C., Thoben, KD. (2011). A Service-oriented, Semantic Approach to Data Integration for an Internet of Things Supporting Autonomous Cooperating Logistics Processes. In: Uckelmann, D., Harrison, M., Michahelles, F. (eds) Architecting the Internet of Things. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19157-2_6
Download citation
DOI: https://doi.org/10.1007/978-3-642-19157-2_6
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19156-5
Online ISBN: 978-3-642-19157-2
eBook Packages: EngineeringEngineering (R0)