Semantic technologies for engineering asset life cycle management

The use of semantic technologies and ontologies is becoming more and more popular in engineering applications and particularly in product modelling. Still, the use is limited in academia and applications are of a small scale. In this paper we present the research work done by the closed-loop life cycle management (CL2M) team of the Laboratory for Computer-Aided Design and Production (LICP) at the Swiss Federal Institute of Technology Lausanne (EPFL), Switzerland, on the use of ontology-based technologies for the life cycle management of products and engineering assets. This research has been performed through a number of PhD works partially financed by the European Framework Program for research. It aims at providing both a wider understanding of the benefits of applying such technologies in the complex environment of asset life cycle management (ALM) and at providing a platform for implementing ontology models in industrial environments.

[1]  Frank Siegemund,et al.  A Context-Aware Communication Platform for Smart Objects , 2004, Pervasive.

[2]  David Price,et al.  Applying Semantic Web Technology to the Life Cycle Support of Complex Engineering Assets , 2004, SEMWEB.

[3]  Johan W. Klüwer,et al.  ISO 15926 templates and the Semantic Web , 2008 .

[4]  Ben J Hicks,et al.  Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2009, DETC2009. Vol. 8. , 2009 .

[5]  Sebastian Brandt,et al.  Reasoning in ELH w.r.t. General Concept Inclusion Axioms , 2004 .

[6]  P. Xirouchakis,et al.  Iterative approach to operation selection and sequencing in process planning , 2004 .

[7]  Vincent Cheutet,et al.  A PLCS framework for PDM/ERP interoperability , 2011 .

[8]  Dimitris Kiritsis,et al.  A Mereotopology-Based Approach for Integrated Assembly Modeling and Planning , 2011 .

[9]  Dimitrios Tektonidis,et al.  ONAR: An Ontologies-based Service Oriented Application Integration Framework , 2006 .

[10]  Lanfen Lin,et al.  Developing manufacturing ontologies for knowledge reuse in distributed manufacturing environment , 2011 .

[11]  Bernardo Cuenca Grau,et al.  OWL 2 Web Ontology Language: Profiles , 2009 .

[12]  Joaquim Puig Ramírez,et al.  Asset Optimization and Predictive Maintenance in Discrete Manufacturing Industry , 2010 .

[13]  Dimitris Kiritsis,et al.  An ontology-based approach for Product Lifecycle Management , 2010, Comput. Ind..

[14]  Adam Pease,et al.  Towards a standard upper ontology , 2001, FOIS.

[15]  Dimitris Kiritsis,et al.  Function performance evaluation and its application for design modification based on product usage data , 2009 .

[16]  Barry Smith Against Idiosyncrasy in Ontology Development , 2006, FOIS.

[17]  I. Horrocks,et al.  The Instance Store: DL Reasoning with Large Numbers of Individuals , 2004, Description Logics.

[18]  Samir Lamouri,et al.  Improving the interoperability of industrial information systems with description logic-based models - The state of the art , 2013, Comput. Ind..

[19]  Dimitris Kiritsis,et al.  Heuristic algorithms for minimising total recovery cost of end-of-life products under quality constraints , 2012 .

[20]  R.I.M. Young,et al.  Towards the ontology-based consolidation of production-centric standards , 2013 .

[21]  Jae-Hyun Lee,et al.  OWL-Based Product Ontology Architecture and Representation for Sharing Product Knowledge on a Web , 2007 .

[22]  Matthias Baldauf,et al.  A survey on context-aware systems , 2007, Int. J. Ad Hoc Ubiquitous Comput..

[23]  Anind K. Dey,et al.  Understanding and Using Context , 2001, Personal and Ubiquitous Computing.

[24]  Dimitris Kiritsis,et al.  Concept for Context-Aware Manufacturing Dashboard Applications , 2013, MIM.

[25]  Z. Hasan A Survey on Shari’Ah Governance Practices in Malaysia, GCC Countries and the UK , 2011 .

[26]  Dimitris Kiritsis,et al.  Closed-Loop Life Cycle Management Concept for Lightweight Solutions , 2012, APMS.

[27]  P.W. Kalgren,et al.  Advanced diagnostic/prognostic reasoning and evidence transformation techniques for improved avionics maintenance , 2004, 2004 IEEE Aerospace Conference Proceedings (IEEE Cat. No.04TH8720).

[28]  Bing Liu An Ontology-Based Approach to Knowledge Management , 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

[29]  Olivier Bodenreider,et al.  Investigating subsumption in SNOMED CT: An exploration into large description logic-based biomedical terminologies , 2007, Artif. Intell. Medicine.

[30]  Jon Atle Gulla,et al.  Document Space Adapted Ontology: Application in Query Enrichment , 2006, NLDB.

[31]  Kent A. Spackman,et al.  SNOMED RT: a reference terminology for health care , 1997, AMIA.

[32]  Marek Obitko,et al.  Semantic technologies: latest advances in agent-based manufacturing control systems , 2011 .

[33]  Dimitris Kiritsis,et al.  Research issues on product lifecycle management and information tracking using smart embedded systems , 2003, Adv. Eng. Informatics.

[34]  Dimitris Kiritsis,et al.  Semantic Data Model for Operation and Maintenance of the Engineering Asset , 2012, APMS.

[35]  Dimitris Kiritsis,et al.  Multicriteria decision-aid approach for product end-of-life alternative selection , 2004 .

[36]  Avin D. Mathew,et al.  A Review of the MIMOSA OSA-EAI Database for Condition Monitoring Systems , 2006 .

[37]  D. Leal,et al.  ISO 15926 "Life Cycle Data for Process Plant": an Overview , 2005 .

[38]  Bill N. Schilit,et al.  Disseminating active map information to mobile hosts , 1994, IEEE Network.

[39]  Dimitris Kiritsis,et al.  Closed-loop PLM for intelligent products in the era of the Internet of things , 2011, Comput. Aided Des..

[40]  Andreas Zimmermann,et al.  An Operational Definition of Context , 2007, CONTEXT.

[41]  Dimitris Kiritsis,et al.  Predictive algorithm to determine the suitable time to change automotive engine oil , 2006, Comput. Ind. Eng..

[42]  M. Taisch,et al.  Sustainable manufacturing: trends and research challenges , 2012 .

[43]  K. N. Dollman,et al.  ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 ? ? ? ? ? ? ? ? ? ? , 2022 .

[44]  Dimitris Kiritsis,et al.  An Ontology-based Model for providing Semantic Maintenance , 2010 .

[45]  Jon Atle Gulla,et al.  Semantic Interoperability in the Norwegian Petroleum Industry , 2006, ISTA.

[46]  Dimitris Kiritsis,et al.  Design of Fundamental Ontology for Manufacturing Product Lifecycle Applications , 2012, APMS.

[47]  Aristeidis Matsokis An Ontology-Based Approach for Closed-Loop Product Lifecycle Management , 2010 .

[48]  Sudarsan Rachuri,et al.  Description Logic for Product Information Models , 2008 .

[49]  B L Humphreys,et al.  The UMLS project: making the conceptual connection between users and the information they need. , 1993, Bulletin of the Medical Library Association.

[50]  Ian Horrocks,et al.  The Semantic Web: The Roles of XML and RDF , 2000, IEEE Internet Comput..

[51]  James A. Hendler,et al.  The National Cancer Institute's Thésaurus and Ontology , 2003, J. Web Semant..

[52]  Jason Pascoe,et al.  Adding generic contextual capabilities to wearable computers , 1998, Digest of Papers. Second International Symposium on Wearable Computers (Cat. No.98EX215).

[53]  Dimitris Kiritsis,et al.  A primitive ontology model for product lifecycle meta data in the closed-loop PLM , 2007, IESA.

[54]  Dimitris Kiritsis,et al.  Asset Optimization and Predictive Maintenance in Discrete Manufacturing Industry , 2012 .

[55]  Janis Terpenny,et al.  Ontology-based data integration and decision support for product e-Design , 2009 .

[56]  Yuji Naka,et al.  An upper ontology based on ISO 15926 , 2007, Comput. Chem. Eng..

[57]  Paul G. Maropoulos,et al.  Open standard, open source and peer-to-peer tools and methods for collaborative product development , 2005, Comput. Ind..

[58]  Jumyung Um,et al.  UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology , 2008, Int. J. Comput. Integr. Manuf..

[59]  Dimitris Kiritsis,et al.  Integrated product relationships management: a model to enable concurrent product design and assembly sequence planning , 2012 .

[60]  C. Reisig,et al.  An architecture to implement Integrated Vehicle Health Management systems , 2001, 2001 IEEE Autotestcon Proceedings. IEEE Systems Readiness Technology Conference. (Cat. No.01CH37237).

[61]  Darijus Strasunskas,et al.  A Semantic Transformation Approach for ISO 15926 , 2006, ER.

[62]  Jianwei Yin,et al.  Exploring Semantic Web technologies for ontology-based modeling in collaborative engineering design , 2008 .

[63]  Matthias Jarke,et al.  An ontology-based approach to knowledge management in design processes , 2008, Comput. Chem. Eng..

[64]  H. Lan,et al.  SWRL : A semantic Web rule language combining OWL and ruleML , 2004 .

[65]  Anja Klein,et al.  PROMISE: Product Lifecycle Management and Information Tracking Using Smart Embedded Systems , 2008 .

[66]  Dimitris Kiritsis,et al.  A multi-objective evolutionary algorithm for EOL product recovery optimization: turbocharger case study , 2007 .

[67]  Dimitris Kiritsis,et al.  PLM Ontology Exploitation through Inference and Statistical Analysis: Case Study for LCC , 2013, MIM.