A knowledge-based system for multi-disciplinary conceptual design synthesis

被引:9
|
作者
Liu, Ze-Lin [1 ]
Chen, Yong [1 ]
Xie, You-Bai [1 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Engn Design, Sch Mech Engn, Shanghai 200240, Peoples R China
关键词
Conceptual design; multi-disciplinary; knowledge base; design synthesis; A-DESIGN; ONTOLOGY; GENERATION;
D O I
10.1177/0954406212439810
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Exploring wide multi-disciplinary solution spaces to create conceptual design solutions is a difficult task for human designers due to lack of sufficient multi-disciplinary knowledge. A viable approach would be to develop a computer-aided system to synthesize the wide variety of knowledge for a given design task. However, the existing design synthesis systems are mainly domain-specific, focusing on conceptual design synthesis in a single or few limited disciplines. Therefore, this article introduces the development of a knowledge-based system for multi-disciplinary conceptual design synthesis, including the establishment of a knowledge base for organizing multi-disciplinary principle solutions and a design synthesis algorithm. The implementation of a prototype software is also reported, with the conceptual design of a solar fountain as a demonstrative case. The results of the case study show that the system can automatically and conveniently generate multi-disciplinary conceptual solutions.
引用
收藏
页码:2950 / 2966
页数:17
相关论文
共 50 条
  • [41] An Ontology-Driven Hierarchical Modeling Method for Multi-Disciplinary Collaborative Design
    Hao, Yongping
    Wang, Chunyan
    Zeng, Pengfei
    Xu, Xiaolei
    ADVANCED SCIENCE LETTERS, 2011, 4 (8-10) : 2927 - 2932
  • [42] DESIGN METHODOLOGY APPLIED FOR PRODUCT INNOVATION IN A MULTI-DISCIPLINARY PROJECT - A CASE STUDY
    Almefelt, Lars
    Claesson, Anders
    DS 80-8 PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN (ICED 15) VOL 8: INNOVATION AND CREATIVITY, 2015,
  • [43] Overall Conceptual Design for Spacecraft System Based on Knowledge Engineering
    Zhao, Hanmo
    Sun, Zhaowei
    Xu, Dongyu
    Ye, Dong
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 4384 - 4388
  • [44] A Multi-level Knowledge Representation Ontology for Conceptual Design
    Guo, Qiantong
    Tian, Ling
    Wu, Yuanhao
    PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE, 2015, : 401 - 405
  • [45] Distributed knowledge-based product design
    Wu, Fu
    Fan, Duowang
    Yang, Xijuan
    Pan, Min
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 3913 - +
  • [46] A knowledge-based system for numerical design of experiments processes in mechanical engineering
    Blondet, Gaetan
    Le Duigou, Julien
    Boudaoud, Nassim
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 122 : 289 - 302
  • [47] Toward a Knowledge-Based System for African Traditional Herbal Medicine: A Design Science Research Approach
    Devine, Samuel Nii Odoi
    Kolog, Emmanuel Awuni
    Atinga, Roger
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2022, 5
  • [48] Knowledge-based parametric tools for concrete masonry walls: Conceptual design and preliminary structural analysis
    Cavieres, Andres
    Gentry, Russell
    Al-Haddad, Tristan
    AUTOMATION IN CONSTRUCTION, 2011, 20 (06) : 716 - 728
  • [49] Development of PSS Design Support System: Knowledge-based Design Support and Qualitative Evaluation
    Akasaka, F.
    Nemoto, Y.
    Chiba, R.
    Shimomura, Y.
    45TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS 2012, 2012, 3 : 239 - 244
  • [50] A multi-scale, multi-disciplinary approach for assessing the technological, economic and environmental performance of bio-based chemicals
    Herrgard, Markus
    Sukumara, Sumesh
    Campodonico, Miguel
    Zhuang, Kai
    BIOCHEMICAL SOCIETY TRANSACTIONS, 2015, 43 : 1151 - 1156