全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

A User-Oriented Design Knowledge Reuse Model

DOI: 10.1155/2013/928013

Full-Text   Cite this paper   Add to My Lib

Abstract:

To promote the level of reusing the accumulated design knowledge in the company, we intend to develop a knowledge reuse model in this paper. First, the design knowledge is discussed, and a unified design knowledge model is proposed. Following that, we identify three design knowledge reuse patterns which contribute to the understanding of how designers reuse knowledge during the design process. Based on that, we propose a design knowledge reuse model. This model can provide design knowledge according to the design knowledge reuse patterns. The model also provides the ability to update itself according to the captured actions of the knowledge users. At last, the method is validated with a research cooperator on the hydropneumatic spring component. 1. Introduction A large number of researchers appeal that the active utilization of a company’s knowledge is vital to maintaining competitive advantage in today’s knowledge-based economy, particularly within design and manufacturing environments [1–3]. The reuse of existing design knowledge benefits both new design and redesign. For a new design, the designer has great freedom in choosing the structure or deciding the value of the parameters, while, for a redesign process, a designer may concentrate his/her attention on the design defects and problems occurring in the existing design and the customers’ new needs of the existing product. However, the levels of knowledge reuse in manufacturing companies are significantly low [4]. To promote the level of design knowledge reuse, many research works are carried out. At the beginning, researches on design knowledge management focus on content search by matching keyword and file name. However, many shortcomings are realized by researchers as stated by [5]. The most important drawback is that design knowledge is often incomplete or is not adequately defined at a detailed level for current information search methods. Consistent with that an integrated design knowledge model should benefit the knowledge reuse, many design knowledge reuse models are proposed and studied, like process-based knowledge reuse model [6], functions based knowledge reuse [1], ontological knowledge reuse model [7], and CAD/CAE based knowledge reuse which is widely known as knowledge-based engineering (KBE). Many techniques from artificial intelligence (AI), like case-based reasoning (CBR) and Bayesian network, are adopted to solve the problem of design knowledge reuse [2, 4]. In recent research literature, many researchers point out that further effort is required to understand the needs of

References

[1]  A. A. Ammar, D. Scaravetti, and J. P. Nadeau, “Knowledge reuse: Towards a design tool,” in Proceedings of the 11th International Design Conference (DESIGN '10), pp. 1451–1460, Dubrovnik, Croatia, May 2010.
[2]  Y. S. Kim and K. Y. Kim, “DCR-based causal design knowledge evaluation method and system for future CAD applications,” CAD Computer Aided Design, vol. 44, pp. 947–960, 2012.
[3]  N. Reed, J. Scanlan, G. Wills, and S. T. Halliday, “Knowledge use in an advanced manufacturing environment,” Design Studies, vol. 32, no. 3, pp. 292–312, 2011.
[4]  K. Kim and Y. S. Kim, “Causal design knowledge: alternative representation method for product development knowledge management,” CAD Computer Aided Design, vol. 43, no. 9, pp. 1137–1153, 2011.
[5]  N. Iyer, S. Jayanti, K. Lou, Y. Kalyanaraman, and K. Ramani, “Shape-based searching for product lifecycle applications,” CAD Computer Aided Design, vol. 37, no. 13, pp. 1435–1446, 2005.
[6]  D. Baxter, J. Gao, K. Case et al., “An engineering design knowledge reuse methodology using process modelling,” Research in Engineering Design, vol. 18, no. 1, pp. 37–48, 2007.
[7]  J. Bryson, J. J. Cox, and J. T. Carson, “A product development scenario for knowledge capture and reuse,” Computer-Aided Design and Applications, vol. 6, no. 2, pp. 207–218, 2009.
[8]  D. Baxter, J. Gao, K. Case et al., “A framework to integrate design knowledge reuse and requirements management in engineering design,” Robotics and Computer-Integrated Manufacturing, vol. 24, no. 4, pp. 585–593, 2008.
[9]  W. J. C. Verhagen, P. Bermell-Garcia, R. E. C. Van Dijk, and R. Curran, “A critical review of knowledge-based engineering: an identification of research challenges,” Advanced Engineering Informatics, vol. 26, no. 1, pp. 5–15, 2012.
[10]  G. L. Rocca, “Knowledge based engineering: between AI and CAD. Review of a language based technology to support engineering design,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 159–179, 2012.
[11]  K. Amadori, M. Tarkian, J. ?lvander, and P. Krus, “Flexible and robust CAD models for design automation,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 180–195, 2012.
[12]  P. Bermell-Garcia, W. J. C. Verhagen, S. Astwood et al., “A framework for management of knowledge-based engineering applications as software services: enabling personalization and codification,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 219–230, 2012.
[13]  M. J. Foeken, A. A. Alvarez Cabrera, M. Voskuijl, and M. J. L. Van Tooren, “Enabling control software generation by using mechatronics modeling primitives,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 196–206, 2012.
[14]  D. Steenhuizen and M. Van Tooren, “The implementation of a knowledge-based framework for the aerodynamic optimization of a morphing wing device,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 207–218, 2012.
[15]  C. Van Der Velden, C. Bil, and X. Xu, “Adaptable methodology for automation application development,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 231–250, 2012.
[16]  H. Wang, A. L. Johnson, and R. H. Bracewell, “The retrieval of structured design rationale for the re-use of design knowledge with an integrated representation,” Advanced Engineering Informatics, vol. 26, no. 2, pp. 251–266, 2012.
[17]  L. Jia, J. Hong, Z. Qiu, B. Li, H. Yan, and S. Pan, “Initialized design knowledge model constructing for complex structural components,” Journal of Xi'an Jiaotong University, vol. 42, no. 7, pp. 865–869, 2008.
[18]  I. P. Tama and C. Reidsema, “Product knowledge identification and modeling for virtual collaboration environment,” in Proceedings of the Portland International Center for Management of Engineering and Technology—Technology Management for Global Economic Growth (PICMET '10), pp. 1029–1037, Phuket, Thailand, July 2010.
[19]  D. Baxter, R. Roy, A. Doultsinou, J. Gao, and M. Kalta, “A knowledge management framework to support product-service systems design,” International Journal of Computer Integrated Manufacturing, vol. 22, no. 12, pp. 1173–1188, 2009.
[20]  G. Feng and D. Cui, “Research of design reuse in complex product integrated design systems,” in Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS '10), pp. 750–754, Xiamen, China, October 2010.
[21]  Y. Li, X. Shao, P. Li, and Q. Liu, “Design and implementation of a process-oriented intelligent collaborative product design system,” Computers in Industry, vol. 53, no. 2, pp. 205–229, 2004.
[22]  Y. Li, W. Zhao, and L. Hu, “A Process oriented hybrid resource integration framework for product variant design,” Journal of Computing and Information Science in Engineering, vol. 12, no. 4, Article ID 041005, 14 pages, 2012.
[23]  C. M. Lu, S. Zheng, W. Jin, Y. F. Sheng, and Y. Sun, “Template-based expression and reuse of design knowledge,” Advanced Materials Research, vol. 328–330, pp. 274–278, 2011.
[24]  F. Montagna, “Decision-aiding tools in innovative product development contexts,” Research in Engineering Design, vol. 22, no. 2, pp. 63–86, 2011.
[25]  P. P. Kumar, Design Process Modeling: Towards an Ontology of Engineering Design Activities, 2008.
[26]  S. K. Sim and A. H. B. Duffy, “Towards an ontology of generic engineering design activities,” Research in Engineering Design, vol. 14, no. 4, pp. 200–223, 2003.
[27]  X. Liu, D. Rosen, and Z. Yu, “Ontology based knowledge modeling and reuse approach in product redesign,” in Proceedings of the 11th IEEE International Conference on Information Reuse and Integration (IRI '10), pp. 270–273, Las Vegas, Nev, USA, August 2010.
[28]  Z. Yu, “Ontology based knowledge management and reuse approach in digital design,” in Proceedings of the 1st IEEE International Conference on Progress in Informatics and Computing (PIC '10), pp. 360–363, Shanghai, China, December 2010.
[29]  B. Song and Z. Jiang, “Proactive search enabled context-sensitive knowledge supply situated in computer-aided engineering,” Advanced Engineering Informatics, vol. 27, pp. 66–75, 2013.
[30]  J. E. Ettlie and M. Kubarek, “Design reuse in manufacturing and services,” Journal of Product Innovation Management, vol. 25, no. 5, pp. 457–472, 2008.
[31]  R. Owen and I. Horvath, “Towards product-related knowledge asset warehousing in enterprises,” in Proceedings of the 4th international symposium on tools and methods of competitive engineering (TMCE '02), pp. 155–170, Hubei, China, 2002.
[32]  S. K. Chandrasegaran, K. Ramani, R. D. Sriram et al., “The evolution, challenges, and future of knowledge representation in product design systems,” Computer-Aided Design, vol. 45, pp. 204–228, 2013.
[33]  J. Hao, H. C. Yang, Y. Yan, and G. X. Wang, “Configurable knowledge component technology oriented to product design tasks,” Computer Integrated Manufacturing Systems, vol. 18, pp. 705–712, 2012.

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133