대표어
한국학술지인용색인(NRF)
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Today, many manufacturing companies realize that collaboration is crucial for their survival. Especially, in the perspective of quality, the importance of collaboration is emphasized because economic loss increases exponentially while defective parts go through the process in supply chain. However, the manufacturing companies are facing two main difficulties in implementing collaborative relationships with their suppliers. First, it is difficult for the suppliers to produce reliable products due to their obsolete facilities. The problem gets worse for second- or third-tire vendors. Second, the companies experience the lack of universally understandable set of terminology and effective methodologies for knowledge representation. Ontology is one of the best approaches to expressing and processing a domain knowledge. In this paper, we propose the manufacturing ontology-based quality prediction framework to represent and share the knowledge of industrial environment and to predict product quality in manufacturing processes. In addition, we develop the ontology-based quality prediction system based on the proposed framework. We carried out a series of experiments for an injection molding process at an automotive part supplier. The experimental results demonstrated that the proposed framework and system can be successfully applicable in manufacturing industry.
권호기사
참고문헌 (38건) : 자료제공( 네이버학술정보 )
| 번호 | 참고문헌 | 국회도서관 소장유무 |
|---|---|---|
| 1 | The Role of Foundational Ontologies in Manufacturing Domain Applications  |
미소장 |
| 2 | A neural network-based approach for dynamic quality prediction in a plastic injection molding process |
미소장 |
| 3 | Choi, H. R., Hyun, S. Y., Lim, H. S., and Yoo, D. Y. (2006), Design of Collaborative Production and Supply Planning System based on ebXML, Information System Review, 8(1), 1-24. | 미소장 |
| 4 | Approach to prediction of laser cutting quality by employing fuzzy expert system |
미소장 |
| 5 | Gartner (2002), Semantic Web Technologies Take Middleware to Next Level, Gartner. | 미소장 |
| 6 | Georgoudakis, M., Alexakos, C., Kalogeras, A. P., Gialelis, J., and Koubias S. (2007), Methodology for the efficient distribution a manufacturing ontology to a multiagent system utilizing a relevant Meta-Ontology, Emerging Technologies nd Factory Automation, 2007. ETFA. IEEE Conference on, 25th~28th September, Rion, Greece, 1210-1216 . | 미소장 |
| 7 | A translation approach to portable ontology specifications |
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| 8 | Herre, H., Heller, B., Burek, P., Hoehndorf, R., Loebe, F., and Michalek, H. (2007), General Formal Ontology (GFO) : A Foundational Ontology Integrating Objects and Processes. Part I : Basic Principles. Research Group Ontologies in Medicine (Onto-Med), University of Leipzig. | 미소장 |
| 9 | Horrideg, M., Konublauch, H., Rector, A., and Stevens, R. (2004), A Practical Guide To Building OWL Ontologies Using The Protege-OWL Pluging and CO-ODE Tool, University of Manchester and Stanford University. | 미소장 |
| 10 | Huang, H. M. (2008), Ontological Perspectives for Autonomy Performance, Proceeding PerMIS Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems, 19th~21th August, Gaithersburg, MD, USA, 101-107. | 미소장 |
| 11 | A Study on the forward method of “Single PPM Quality Innovation” for Special types : Focused on Mold Industry | 소장 |
| 12 | Kim, E. K. and Nam, Y. J. (2004), The Comparative Study on the Methodologies of Building Ontology toward Semantic Web, Korea Institute of Science and Technology Information, 35(2), 57-85. | 미소장 |
| 13 | Lee, J. Y. (2006), Implementation Strategy on Ontology-based System for Task Management and Analysis, National Research Foundation of Korea. | 미소장 |
| 14 | Design and Implementation of the Web Services Based Collaborative Production Management System | 소장 |
| 15 | Lee, S. C., Kim, C. S., and Lim, J. H. (2007), Solving the ambiguity of an Intention Reasoning using Context-Awareness Architecture based on Ontology, Korean Society for Internet Information, 8(5), 99-108. | 미소장 |
| 16 | Lemaignan, S., Siadat, A., Dantan, J. Y., and Semenenko, A. (2006), MASON : a proposal for an ontology of manufacturing domain, IEEE Workshop on Distributed Intelligent System : Collective Intelligence and Its Application, 15th~16th June, Metz, France, 195-200. | 미소장 |
| 17 | A manufacturing system engineering ontology model on the semantic web for inter-enterprise collaboration |
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| 18 | Masolo, C., Borgo, S., Gangemi, A., Guarino, N., Oltramari, A., and Schneider, L. (2003), The WonderWeb Library of Foundational Ontologies, Institute of Cognitive Sciences and Technology. | 미소장 |
| 19 | Niles, I. and Pease, A. (2001), Towards a Standard Upper Ontology, Proceedings of the international conference on Formal Ontology in Information Systems, 17th~19th October, Maine, USA. | 미소장 |
| 20 | NIST (1999), An Analysis of Existing Ontological Systems for Applications in Manufacturing and Healthcare, National Institute of Standards and Technology. | 미소장 |
| 21 | NIST (2009), Manufacturing Interoperability Program, a Synopsis, National Institute of Standards and Technology. | 미소장 |
| 22 | Noy, N. F. and McGuinness, D. L. (2000), Ontology Development 101 : A Guide to Creating Your First Ontology, Stanford University. | 미소장 |
| 23 | O’Connor, M., Knublauch, H., Tu, S., and Musen, M. (2004), Writing Rules for the Semantic Web Using SWRL and Jess, Stanford University. | 미소장 |
| 24 | Concept of the Next Generation Manufacturing System and Considerations for its Embodiment in Manufacturing Industries | 소장 |
| 25 | Change in injection moulded parts shrinkage and weight as a function of processing conditions |
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| 26 | Pouchard, L., Ivezic, N., and Schlenoff, C. I. (2000), Ontology Engineering for Distributed Collaboration in Manufacturing, Proceedings of the AIS Conference, 129, 2865-2872. | 미소장 |
| 27 | Collaborative Process Modeling for Embodying e-Manufacturing | 소장 |
| 28 | Schneider, L. (2003), How to Build a Foundational Ontology : The Object-Centered High-level Reference Ontology OCHRE, University of Leipzig. | 미소장 |
| 29 | Siegel, N., Goolsbey, K., Kahlert, R., and Matthews, G. (2004), The Cyc System : Notes on Architecture, Cycorp, Inc. | 미소장 |
| 30 | SMBA (2009), An Annual Report on Korean Small and Medium-sized Business, Small and Medium Business Administration. | 미소장 |
| 31 | A study of the effects of process parameters for injection molding on surface quality of optical lenses |
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| 32 | Feature-based rule induction in machining operation using rough set theory for quality assurance |
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| 33 | A semantic-mediation architecture for interoperable supply-chain applications |
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| 34 | W3C (2004), OWL web ontology language overview, World Wide Web Consortium | 미소장 |
| 35 | W3C (2004), SWRL : a semantic web rule language combining OWL and RuleML, World Wide Web Consortium | 미소장 |
| 36 | Ye, F. and Ding, X. (2009), Manufacturing Enterprise Business Process Ontology Modeling for Knowledge Integration, Proceedings of 2009 IEEE International Conference on Grey Systems and Intelligent Services, 10th~12th November, Hangzhou, China, 1365-1369. | 미소장 |
| 37 | Multivariate regression modeling for monitoring quality of injection moulding components using cavity sensor technology: Application to the manufacturing of pharmaceutical device components |
미소장 |
| 38 | Zhou, J. and Rose, D. (2004), Manufacturing ontology analysis and design: towards excellent manufacturing, Industrial Informatics 2004 2nd IEEE International Conference on, 26th June, Sophia Antipolis, France, 39-45. | 미소장 |
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