Configuration of product extension services in servitisation using an ontology-based approach

Product extension services (PESs) are becoming an important new source of profit for servitised manufacturers. Configuring correct and valid PESs out of available service components thus becomes a critical activity to respond to diverse customer needs. However, PES configuration is a rather difficult knowledge-intensive task. In this paper, an ontology-based approach to representing PES configuration knowledge and developing a PES configuration system is presented, with the aim of enabling effective and efficient configuration by sharing and reusing knowledge unambiguously. First, meta-ontologies which include service sub-ontology, product sub-ontology and customer sub-ontology are built for the generic PES configuration domain. Then, configuration knowledge in the specific domain is derived by re-using or inheriting the concepts and relations in these meta-ontologies. Structural knowledge in domain-specific ontologies is further represented in OWL, an ontology language, while rule knowledge is formalised in SWRL, a rule language based on OWL. Finally, actual configuration reasoning processes are performed with the support of a rule engine, namely JESS, by mapping OWL-based structural knowledge and SWRL-based rule knowledge to JESS facts and JESS rules, respectively. The proposed approach is demonstrated by an example of configurable PESs called a ‘building solution’.

[1]  N. Agrawal,et al.  Winning in the aftermarket , 2006 .

[2]  Stephen Evans,et al.  Industrialization as a key element of sustainable product-service solutions , 2007 .

[3]  Michael Uschold,et al.  Ontologies: principles, methods and applications , 1996, The Knowledge Engineering Review.

[4]  Jaap Gordijn,et al.  Energy Services: A Case Study in Real-World Service Configuration , 2004, CAiSE.

[5]  Seung Ki Moon,et al.  A module-based service model for mass customization: service family design , 2010 .

[6]  Jan C. Aurich,et al.  Life cycle oriented design of technical Product-Service Systems , 2006 .

[7]  Holger Knublauch,et al.  The Protégé OWL Plugin: An Open Development Environment for Semantic Web Applications , 2004, SEMWEB.

[8]  Daniel Sabin,et al.  Product Configuration Frameworks - A Survey , 1998, IEEE Intell. Syst..

[9]  Svetan Ratchev,et al.  Equipment ontology for modular reconfigurable assembly systems , 2005 .

[10]  Benjamin N. Grosof,et al.  Supporting Rule System Interoperability on the Semantic Web with SWRL , 2005, SEMWEB.

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

[12]  Asunción Gómez-Pérez,et al.  Methodologies, tools and languages for building ontologies: Where is their meeting point? , 2003, Data Knowl. Eng..

[13]  R. Roy Sustainable product-service systems , 2000 .

[14]  W. Massberg,et al.  Life Cycle-Based Service Design for Innovative Business Models , 2004 .

[15]  Jan C. Aurich,et al.  An Approach to Life Cycle Oriented Technical Service Design , 2004 .

[16]  Christophe Midler,et al.  The launch of innovative product-related services: Lessons from automotive telematics , 2009 .

[17]  John J. McCarthy,et al.  The Rule Engine for the Java Platform , 2008 .

[18]  V. R. Benjamins,et al.  Overview of Knowledge Sharing and Reuse Components: Ontologies and Problem-Solving Methods , 1999, IJCAI 1999.

[19]  Dieter Fensel,et al.  Knowledge Engineering: Principles and Methods , 1998, Data Knowl. Eng..

[20]  Timothy W. Simpson,et al.  A Methodology for Product Family Ontology Development Using Formal Concept Analysis and Web Ontology Language , 2006, J. Comput. Inf. Sci. Eng..

[21]  Cheng Hsu,et al.  Engineering service products: the case of mass-customising service agreements for heavy equipment industry , 2006, Int. J. Serv. Technol. Manag..

[22]  Ian Horrocks,et al.  From SHIQ and RDF to OWL: the making of a Web Ontology Language , 2003, J. Web Semant..

[23]  Tomohiko Sakao,et al.  How are product-service combined offers provided in Germany and Italy? Analysis with company sizes and countries , 2008 .

[24]  Samson W. Tu,et al.  Writing Rules for the Semantic Web Using SWRL and Jess , 2005 .

[25]  Marc H. Meyer,et al.  Applying platform design to improve the integration of patient services across the continuum of care , 2007 .

[26]  Jörg Becker,et al.  Configurative Service Engineering - A Rule-Based Configuration Approach for Versatile Service Processes in Corrective Maintenance , 2009, 2009 42nd Hawaii International Conference on System Sciences.

[27]  Allen L. White,et al.  Servicizing: The Quiet Transition to Extended Product Responsibility , 1999 .

[28]  Bert Meijboom,et al.  Modular care and service packages for independent living elderly , 2010 .

[29]  Min Yu,et al.  Modularization based design for innovative product-related industrial service , 2008, 2008 IEEE International Conference on Service Operations and Logistics, and Informatics.

[30]  Henrik Eriksson,et al.  Using JessTab to Integrate Protégé and Jess , 2003, IEEE Intell. Syst..

[31]  Juha Tiihonen,et al.  A conceptual model for configurable services , 2005 .

[32]  Shensheng Zhang,et al.  An interactive service customization model , 2006, Inf. Softw. Technol..

[33]  Eleutherios Papathanassiou,et al.  Mass customisation: management approaches and internet opportunities in the financial sector in the UK , 2004, Int. J. Inf. Manag..

[34]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[35]  Dong Yang,et al.  Development of a product configuration system with an ontology-based approach , 2008, Comput. Aided Des..

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

[37]  Henrik Eriksson,et al.  Using JessTab to integrate protege and jess - Intelligent Systems, IEEE [see also IEEE Expert] , 2001 .

[38]  Xabier Drèze,et al.  Su programa de lealtad lo está traicionando , 2006 .

[39]  Robert Winter,et al.  Mass Customization and Beyond — Evolution of Customer Centricity in Financial Services , 2002 .

[40]  S. Vandermerwe,et al.  Servitization of business : Adding value by adding services , 1988 .

[41]  Robert Johnston,et al.  The service concept: the missing link in service design research? , 2002 .

[42]  Yiwen Sun,et al.  An ontology-based approach to product extension services modelling in servitisation , 2010 .

[43]  Jaap Gordijn,et al.  Value Webs: using ontologies to bundle real-world services , 2004, IEEE Intelligent Systems.

[44]  Juha Tiihonen,et al.  Mass Customisation of Services: Benefits and Challenges of Configurable Services , 2005 .

[45]  Jan C. Aurich,et al.  Configuration of product‐service systems , 2009 .

[46]  Linda D. Peters,et al.  IT and the mass customization of services: the challenge of implementation , 2000, Int. J. Inf. Manag..

[47]  Dong Yang,et al.  Ontology-based service product configuration system modeling and development , 2011, Expert Syst. Appl..