A critical review of Knowledge-Based Engineering: An identification of research challenges

Advanced Engineering Informatics - Tập 26 - Trang 5-15 - 2012
Wim J.C. Verhagen1, Pablo Bermell-Garcia2, Reinier E.C. van Dijk3, Richard Curran1
1Air Transport & Operations, Faculty of Aerospace Engineering, Kluyverweg 1, 2629 HS Delft, The Netherlands
2Intelligent and Semantic Systems, EADS IW Technical Capability Center 5 (Simulation, Environment of Systems, IT & Systems Engineering), Golf Course Lane, BS997AR, Filton, Bristol, UK
3Systems Engineering & Aircraft Design, Faculty of Aerospace Engineering, Kluyverweg 1, 2629 HS Delft, The Netherlands

Tài liệu tham khảo

Tseng, 1996, Design for mass customization, Annals of the CIRP, 45, 153, 10.1016/S0007-8506(07)63036-4 Wognum, 2008, PLM challenges, Advanced Engineering Informatics, 22, 419, 10.1016/j.aei.2008.07.007 Cooper, 2001 Elgh, 2008, Supporting management and maintenance of manufacturing knowledge in design automation systems, Advanced Engineering Informatics, 22, 445, 10.1016/j.aei.2008.05.004 Elgh, 2010, Documentation and Management of Product Knowledge in a System for Automated Variant Design: A Case Study, 237 Cooper, 2007 Danjou, 2008, Approach for automated product modeling using knowledge-based design features, Computer-Aided Design and Applications, 5, 622, 10.3722/cadaps.2008.622-629 Bermell-Garcia, 2008, Practitioner requirements for integrated knowledge-based engineering in product lifecycle management, International Journal of Product Lifecycle Management, 3, 3, 10.1504/IJPLM.2008.019968 Curran, 2010, A multidisciplinary implementation methodology for knowledge based engineering: KNOMAD, Expert Systems with Applications, 37, 7336, 10.1016/j.eswa.2010.04.027 Sainter, 2000 Stokes, 2001 Lovett, 2000, Knowledge-based engineering for SMEs – a methodology, Journal of Materials Processing Technology, 107, 384, 10.1016/S0924-0136(00)00728-7 Pokojski, 2010, Engineering Knowledge Modeling in Design, 287 Kuhn, 2010 Fan, 2008, International standard development for knowledge based engineering services for product lifecycle management, Concurrent Engineering-Research and Applications, 16, 271, 10.1177/1063293X08100027 Ma, 2007, Review of knowledge based engineering with PLM, Applied Mechanics and Materials, 10–12, 127, 10.4028/www.scientific.net/AMM.10-12.127 Guo, 2008, A paradigmatic and methodological examination of knowledge management research: 2000–2004, Decision Support Systems, 44, 673, 10.1016/j.dss.2007.09.006 Rezgui, 2010, Generations of knowledge management in the architecture, Engineering and Construction Industry: An evolutionary perspective, Advanced Engineering Informatics, 24, 219 Simon, 1996 Ammar-Khodja, 2008, Processing knowledge to support knowledge-based engineering systems specification, Concurrent Engineering-Research and Applications, 16, 89, 10.1177/1063293X07084642 Baxter, 2007, An engineering design knowledge reuse methodology using process modelling, Research in Engineering Design, 18, 37, 10.1007/s00163-007-0028-8 Bermell-Garcia, 2007 P. Bermell-Garcia, I.S. Fan, A KBE System for the Design of Wind Tunnel Models Using Reusable Knowledge Components, in: International Congress on Project Engineering, Barcelona, 2002. Chapman, 1999, Design engineering - a need to rethink the solution using knowledge based engineering, Knowledge-Based Systems, 12, 257, 10.1016/S0950-7051(99)00013-1 Chapman, 2001, The application of a knowledge based engineering approach to the rapid design and analysis of an automotive structure, Advances in Engineering Software, 32, 903, 10.1016/S0965-9978(01)00041-2 Choi, 2009, Architecture of a knowledge based engineering system for weight and cost estimation for a composite airplane structures, Expert Systems with Applications, 36, 10828, 10.1016/j.eswa.2008.10.049 Choi, 2007, A knowledge-based engineering tool to estimate cost and weight of composite aerospace structures at the conceptual stage of the design process, Aircraft Engineering and Aerospace Technology, 79, 459, 10.1108/00022660710780588 Choi, 2005, Knowledge-based engineering system to estimate manufacturing cost for composite structures, Journal of Aircraft, 42, 1396, 10.2514/1.12872 Corallo, 2009, Enhancing product development through knowledge-based engineering (KBE): a case study in the aerospace industry, Journal of Manufacturing Technology Management, 20, 1070, 10.1108/17410380910997218 Elgh, 2007, Modelling and management of manufacturing requirements in design automation systems, complex systems concurrent engineering: collaboration, Technology Innovation and Sustainability, 321 Elgh, 2010, Supporting Management and Analysis of Quotations in a Design Automation Approach to Customization, 401 Emberey, 2007 I.S. Fan, G. Li, M. Lagos-Hernandez, P. Bermell-Garcia, M. Twelves, A Rule Level Knowledge Management System for Knowledge Based Engineering Applications, in: ASME 2002 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE2002), ASME, Montreal, Quebec, Canada 2002, pp. 813–821. Kamrani, 2006, A methodology for integrated product development using design and manufacturing templates, Journal of Manufacturing Technology Management, 17, 656, 10.1108/17410380610668577 Klein, 2000, Towards an Integration of Engineering Knowledge Management and Knowledge Based Engineering Ko, 2007, An embedded system for knowledge-based cost evaluation of molded parts, Knowledge-Based Systems, 20, 291, 10.1016/j.knosys.2006.04.022 Kuhn, 2010, Collaboration for Knowledge-Based Engineering Templates Update, 277 Kulon, 2006, Applying knowledge-based engineering to traditional manufacturing design, International Journal of Advanced Manufacturing Technology, 30, 945, 10.1007/s00170-005-0067-0 Kulon, 2006, A knowledge-based engineering design tool for metal forging, Journal of Materials Processing Technology, 177, 331, 10.1016/j.jmatprotec.2006.04.062 S. Kundu, Application of Design Automation to Reduce Cycle Time of Hydro Turbine Design, in: Industrial Application, 2008, pp. 113–117. La Rocca, 2007, Enabling distributed multi-disciplinary design of complex products: a knowledge based engineering approach, Journal of Design Research, 5, 333, 10.1504/JDR.2007.014880 Mendikoa, 2006, Distributed Product Design and Manufacturing Based on KBE, 404 Ruschitzka, 2010, Ontology-Based Approach in Hybrid Engineering Knowledge Representation for Stamping Die Design, 227 M. Sandberg, Knowledge Based Engineering - In Product Development, in: Technical Report, Lulea University of Technology, Department of Applied Physics and Mechanical Engineering, Division of Computer Aided Design, Lulea, 2003. Schneegans, 2007, Applying KBE Technologies to the Early Phases of Multidisciplinary Product Design, 587 Shehab, 2002, An intelligent knowledge-based system for product cost modelling, The International Journal of Advanced Manufacturing Technology, 19, 49, 10.1007/PL00003967 Shehab, 2006, A cost-effective knowledge-based reasoning system for design for automation, Proceedings of the Institution of Mechanical Engineers Part B: Journal of Engineering Manufacture, 220, 729, 10.1243/095440554JEM298 Skarka, 2007, Application of MOKA methodology in generative model creation using CATIA, Engineering Applications of Artificial Intelligence, 20, 677, 10.1016/j.engappai.2006.11.019 Sunnersjo, 2006, A transparent design system for iterative product development, Journal of Computing and Information Science in Engineering, 6, 300, 10.1115/1.2218363 Van, 2008, Application of a Knowledge Engineering Process to Support Engineering Design Application Development, 417 A.H. Van der Laan, Knowledge based engineering support for aircraft component design, in: Design of Aircraft and Rotorcraft, Faculty of Aerospace Engineering, Delft University of Technology, Delft, 2008, pp. 254. van der Laan, 2006, Integration of friction stir welding into a multidisciplinary aerospace design framework, Aeronautical Journal, 110, 759, 10.1017/S0001924000001627 van der Laan, 2005, Parametric modeling of movables for structural analysis, Journal of Aircraft, 42, 1606, 10.2514/1.9764 Vermeulen, 2007 J. Zweber, M. Blair, H. Kamhawi, G. Bharatram, A. Hartong, Structural and manufacturing analysis of a wing using the adaptive modelling language, in: American Institute of Aeronautics and Astronautics, AIAA-98-1758, 1998. Alavi, 2001, Review: knowledge management and knowledge management systems: conceptual foundations and research issues, Mis Quarterly, 25, 107, 10.2307/3250961 Schreiber, 1999 Fabrycky, 1991 Darai, 2010, Knowledge Engineering - an overview, International Journal of Computer Science and Information Technologies, 1, 230 Bermell-Garcia, 2007 Epistemics, PCPACK, in. W.J.C. Verhagen, P. Bermell-Garcia, P. Mariot, D. Ruiz, J. Cotton, R. Redon, R. Curran, Knowledge-Based Cost Modelling of Composite Wing Structures, International Journal of Computer Integrated Manufacturing, (In Press). Maedche, 2001, Ontology learning for the semantic web, IEEE Intelligent Systems and Their Applications, 16, 72, 10.1109/5254.920602 Schmidt, 2006, Model-driven engineering, Computer, 39, 25, 10.1109/MC.2006.58 Kelly, 2008 McMahon, 2005, Information management for through life product support: The curation of digital engineering data, International Journal of Product Lifecycle Management, 1, 26, 10.1504/IJPLM.2005.007343