Abstract
Small and medium enterprise (SME) manufacturers are generally better off being part of groups of integrated companies which collectively add value to an end-product. An SME is limited in two ways: by its resources and by its knowledge. In contrast, a well-created manufacturing network should have the necessary competencies in resources and knowledge it needs. While an individually owned ontology inherits the heterogeneous nature of the SMEs, the manufacturing network system integrator needs a universal knowledge base and ontology; an ontology that the SMEs would understand and ‘willingly’ contribute information to. This paper presents the manufacturing system ontology with a foundational framework from the Product Resource Order Staff Architecture (PROSA). With multi-agent system environment in mind, the ontology is designed for agent interpretability. The exchange and processing of production, production execution and process information need to be automated as far as possible. This paper intends to present a reusable and scalable ontology in Ontology Web Language (OWL). The paper highlights the concepts and slots that constitute the ontology and a knowledge base with a set of rules that allows selection of resources for the manufacturing of a product. The proposed ontology is finally appraised against a set of criteria and compared with a number of existing ontologies for manufacturing networks.
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References
Mezgár, I., Kovács, G.L., Paganelli, P.: Co-operative production planning for small- and medium-sized enterprises. International Journal of Production Economics 64(1-3), 37–48 (2000)
Durkin, J.: Expert Systems - Design and Development. Prentice Hall International Inc., NJ (1994)
Galbraith, C.S., Rodriguez, C.L., DeNoble, A.F.: SME Competitive Strategy and Location Behavior: An Exploratory Study of High-Technology Manufacturing. Journal of Small Business Management 46(2), 183–202 (2008)
Noori, H., Lee, W.B.: Dispersed network manufacturing: adapting SMEs to compete on the global scale. Journal of Manufacturing Technology Management 17(8), 1022–1041 (2006)
Sherer, S.A.: Critical success factors for manufacturing networks as perceived by network coordinators. Journal of Small Business Management 41(4), 325–345 (2003)
Sharyn Smith, S.H.: Role of trust in SME business network relationships. In: 1997 USASBE/ICSB World Conference, San Francisco, California (1997)
Halevi, G., Wang, K.: Knowledge based manufacturing system (KBMS). Journal of Intelligent Manufacturing 18(4), 467–474 (2007)
Cardin, O., Castagna, P.: Using online simulation in Holonic manufacturing systems. Engineering Applications of Artificial Intelligence 22(7), 1025–1033 (2009)
Das, K., Lashkari, R.S., Sengupta, S.: Reliability consideration in the design and analysis of cellular manufacturing systems. International Journal of Production Economics 105(1), 243–262 (2007)
Seifoddini, H., Djassemi, M.: The effect of reliability consideration on the application of quality index. Computers & Industrial Engineering 40(1-2), 65–77 (2001)
Kim, K.S., Knotts, T.L., Jones, S.C.: Characterizing viability of small manufacturing enterprises (SME) in the market. Expert Systems with Applications 34(1), 128–134 (2008)
Abdul-Aziz, Z., Chan, J.F.L., Metcalfe, A.V.: Quality practices in the manufacturing industry in the UK and Malaysia. Total Quality Management 11(8), 1053–1064 (2000)
Koestler, A.: The act of creation. Picador, London (1964)
Van Brussel, H., et al.: Reference architecture for holonic manufacturing systems: PROSA. Computers in Industry 37(3), 255–274 (1998)
Babiceanu, R., Chen, F.: Development and Applications of Holonic Manufacturing Systems: A Survey. Journal of Intelligent Manufacturing 17(1), 111–131 (2006)
Paulo, L.: Agent-based distributed manufacturing control: A state-of-the-art survey. Engineering Applications of Artificial Intelligence 22(7), 979–991 (2009)
Uschold, M., et al.: The Enterprise Ontology. Knowl. Eng. Rev. 13(1), 31–89 (1998)
Schalkoff, R.J.: Intelligent System: Principles, paradigms and pragmatics. Jones and Bartlett Publishers, Boston (2011)
Jules, G., Saadat, M., Owliya, M.: A holonic systems approach to the formation of manufacturing networks. In: 2010 IEEE 9th International Conference on Cybernetic Intelligent Systems (CIS), Reading, UK (2010)
Asuncion Gomez-Perez, M.F.-L., Corcho, O.: Ontological Engineering with examples form the areas of Knowledge Management, e-commerce and the Semantic Web. Springer, London (2004)
Ian Horrocks, P.F.P.-S., Boley, H., Tabet, S., Grosof, B., Dean, M.: SWRL: A Semantic Web Rule Language combining OWL and RuleML (2004)
Friedman-Hill, E.J.: Jess, The java Expert System Shell (1998)
Lin, L.F., et al.: Developing manufacturing ontologies for knowledge reuse in distributed manufacturing environment. International Journal of Production Research 49(2), 343–359 (2011)
Jiang, Y., Peng, G., Liu, W.: Research on ontology-based integration of product knowledge for collaborative manufacturing. The International Journal of Advanced Manufacturing Technology 49(9), 1209–1221 (2010)
Yan, J., et al.: Ontology of collaborative manufacturing: Alignment of service-oriented framework with service-dominant logic. Expert Systems with Applications 37(3), 2222–2231 (2010)
Giret, A., Botti, V.: Engineering Holonic Manufacturing Systems. Computers in Industry 60(6), 428–440 (2009)
Lin, H.K., Harding, J.A.: A manufacturing system engineering ontology model on the semantic web for inter-enterprise collaboration. Computers in Industry 58(5), 428–437 (2007)
Lemaignan, S., et al.: MASON: A Proposal for An Ontology of Manufacturing Domain. In: IEEE Workshop, DIS 2006, pp. 195–200 (2006)
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Jules, G.D., Saadat, M., Li, N. (2013). On Designing a Unified Ontology for Holonic Manufacturing Networks. In: Fathi, M. (eds) Integration of Practice-Oriented Knowledge Technology: Trends and Prospectives. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34471-8_17
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DOI: https://doi.org/10.1007/978-3-642-34471-8_17
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