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Data Analysis and Knowledge Discovery  2018, Vol. 2 Issue (2): 29-36    DOI: 10.11925/infotech.2096-3467.2017.0897
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Acquisition Method of Design Process Knowledge in Conceptual Design
Liu Yang1(),Zhu Fu2,3,Yuefen Wang3,4
1(School of Mechanical Engineering,Nanjing University of Science and Technology, Nanjing 210094, China)
2(School of Enterprise Management, Hohai University, Changzhou 213022, China)
3(School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)
4(Jiangsu Collaborative Innovation Center of Social Safety Science and Technology, Nanjing 210094, China)
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[Objective] This paper proposes a new knowledge acquisition method for conceptual design process, aiming to improve the modular modeling and representation, as well as effectively manage and reuse dynamic knowledge. [Methods] First, we analyzed the design process knowledge acquisition from the perspective of content. Then, we designed a knowledge acquisition experiment with the help of interviews and the double-layer flow acquisition template. Finally, we obtained the implicit design process knowledge in organization by interviews, which was modularized by the double-layer flow acquisition template. [Results] We used the conceptual design process of a recoil brake part as case to retrieve the initial design process knowledge. The design flow knowledge, which was organized and normalized by acquisition template of the standardized design flow, was dismantled and packaged by acquisition template of the design step. [Limitations] Both the experiment and data analysis were conducted manually, which posed negative effects to the efficiency. [Conclusions] The proposed method could effectively obtain the tacit and dynamic design process knowledge from conceptual design.

Key wordsConceptual Design      Design Process Knowledge      Knowledge Acquisition      Conversational Method      Flow Acquisition Template     
Received: 07 September 2017      Published: 07 March 2018

Cite this article:

Liu Yang,Zhu Fu,Yuefen Wang. Acquisition Method of Design Process Knowledge in Conceptual Design. Data Analysis and Knowledge Discovery, 2018, 2(2): 29-36.

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[1] 陈兆乾, 潘金贵. 知识获取子系统NCGWT的设计与实现[J]. 计算机研究与发展, 1989, 26(9): 44-48.
[1] (Chen Zhaoqian, Pan Jingui.The Design and Implementation of Knowledge Acquisition Subsystem NCGWT[J]. Journal of Computer Research and Development, 1989, 26(9): 44-48.)
[2] Dilger W.Computer-Aided Acquisition of Design Knowledge [A] //Applications of Artificial Intelligence IX[M]. SPIE, 1991: 584-595.
[3] McNeese M D, Zaff B S. Knowledge as Design: A Methodology for Overcoming Knowledge Acquisition Bottlenecks in Intelligent Interface Design[C]//Proceedings of the Human Factors and Ergonomics Society Annual Meeting. SAGE Publications, 1991: 1181-1185.
[4] Deslandres V, Pierreval H.Knowledge Acquisition Issues in the Design of Decision Support Systems in Quality Control[J]. European Journal of Operational Research, 1997, 103(2): 296-311.
[5] 钟佩思, 高国安. 智能CAD系统中的知识表示与知识获取策略[J]. 中国机械工程, 1999, 10(3): 69-72.
[5] (Zhong Peisi, Gao Guoan.Strategy of Knowledge Representation and Knowledge Acquisition in Intelligent CAD Systems[J]. China Mechanical Engineering, 1999, 10(3): 69-72. )
[6] 刘鹰, 吴文超. 摩擦学设计的知识自动获取研究[J]. 现代电子技术, 1999(10): 4-6.
[6] (Liu Ying, Wu Wenchao.Automatic Knowledge Acquisition of Tribology Design[J]. Modern Electronics Technique, 1999(10): 4-6. )
[7] 刘征, 鲁娜, 孙凌云. 面向概念设计过程的隐性知识获取方法[J]. 机械工程学报, 2011, 47(14):184-191.
[7] (Liu Zheng, Lu Na, Sun Lingyun.Tacit Knowledge Acquisition Method for the Process of Concept Design[J]. Journal of Mechanical Engineering, 2011, 47(14): 184-191.)
[8] 钟蜀津, 周湃, 杨秀萍, 等. 基于知识获取思想的立式加工中心外观概念设计[J]. 机械设计, 2016, 33(5): 109-112.
[8] (Zhong Shujin, Zhou Pai, Yang Xiuping, et al.Conceptual Design of Vertical CNC Appearance Based on Knowledge Acquisition Ideology[J]. Journal of Machine Design, 2016, 33(5): 109-112.)
[9] 黄进, 严隽琪, 马登哲, 等. 基于实例的工艺知识获取模型[J]. 上海交通大学学报, 1998, 32(5): 88-91.
[9] (Huang Jin, Yan Junqi, Ma Dengzhe, et al.Case-Based Knowledge Acquisition Model for Process Planning[J]. Journal of Shanghai Jiaotong University, 1998, 32(5): 88-91.)
[10] 刘长安, 杨志宏. 基于实例归纳的工艺设计知识获取[J]. 中国机械工程, 1998, 9(1): 46-48.
[10] (Liu Chang’an, Yang Zhihong.Knowledge Acquisition of Process Design Based on Case Summarization[J]. China Mechanical Engineering, 1998, 9(1): 46-48.)
[11] 凌卫青, 赵艾萍, 谢友柏. 基于实例的产品设计知识获取方法及实现[J]. 计算机辅助设计与图形学学报, 2002, 14(11): 1014-1019.
[11] (Ling Weiqing, Zhao Aiping, Xie Youbai.Case-Based Knowledge Acquisition of Product Design[J]. Journal of Computer-Aided Design & Computer Graphics, 2002, 14(11): 1014-1019.)
[12] 谷建光, 张为华, 解红雨. 实例与经验相结合的产品设计知识获取技术[J]. 计算机集成制造系统, 2008, 14(3): 417-424.
[12] (Gu Jianguang, Zhang Weihua, Xie Hongyu.Knowledge Acquisition Based on Combination of Product Cases and Domain Experts Experience[J]. Computer Integrated Manufacturing Systems, 2008, 14(3): 417-424.)
[13] 白秀琴, 袁成清, 王志芳. 基于监测实例的摩擦学系统状态辨识的知识获取[J]. 润滑与密封, 2010, 35(11): 14-17.
[13] (Bai Xiuqin, Yuan Chengqing, Wang Zhifang.Knowledge Acquisition of Tribological System Condition Identification Based on Monitoring Examples[J]. Lubrication Engineering, 2010, 35(11): 14-17.)
[14] 颜玖. 访谈法在社会科学研究中的应用[J]. 北京市总工会职工大学学报, 2002, 17(2): 44-50.
[14] (Yan Jiu.The Application of Conversational Method in Social Science Research[J]. Journal of Beijing Federation of Trade Unions Cadre College, 2002, 17(2): 44-50. )
[15] 杨威. 访谈法解析[J]. 齐齐哈尔大学学报: 哲学社会科学版, 2001(4): 114-117.
[15] (Yang Wei.Analysis of Conversational Method[J]. Journal of Qiqihar University: Philosophy & Social Science Edition, 2001(4): 114-117.)
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