Intelligent decision support for structural design analysis

被引:23
|
作者
Dolsak, Bojan [1 ]
Novak, Marina [1 ]
机构
[1] Univ Maribor, Fac Mech Engn, Lab Intelligent CAD Syst, SI-2000 Maribor, Slovenia
关键词
Design evaluation; Analysis-based design improvement; Finite element analysis; Intelligent decision support; Knowledge-based systems; OPTIMIZATION; SYSTEMS;
D O I
10.1016/j.aei.2010.11.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Many comprehensive composite computer-aided design systems with special analysis tools have been developed in order to make the product development process more effective. However, these computer-aided tools still concentrate mainly on the numerical aspects of analysis whilst, in most of cases, they fail to provide any kind of expert advice during the decision-making process. It is obvious that the existing computer tools in this field need to be extended in order to reach a higher level of performance by adding some intelligent behaviour. This paper discusses a framework for intelligent decision support for structural design analysis using a finite element method. The intelligent environment presented is composed of several knowledge-based modules in order to address some major bottlenecks within the analysis-based design improvement process. The prototypes of four intelligent modules are presented within this context. These are: an intelligent module for supporting some initial decisions within the design analysis process, an intelligent module for finite elements' selection, an intelligent module for finite element mesh design, and an intelligent module for supporting the results' interpretation process. According to the feedbacks of those experts who participated in the evaluation process, these prototypes could be applied as useful supporting tools for inexperienced designers in design practice, as shown in certain examples presented in this paper. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:330 / 340
页数:11
相关论文
共 50 条
  • [1] Intelligent decision support of urban design
    Xirogiannis, George
    Stylianidis, Orestis
    Stefanou, Joseph
    JOURNAL OF ARCHITECTURAL AND PLANNING RESEARCH, 2006, 23 (02) : 113 - 133
  • [2] Intelligent support to structural design analyses
    Novak, Marina
    PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS THEORY AND SCIENTIFIC COMPUTATION (ISTACS'07), 2007, : 187 - +
  • [3] INTELLIGENT ANALYTICAL AIDS IN DESIGN Decision Support to Engineering Analysis Process
    Dolsak, Bojan
    Novak, Marina
    KEOD 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2009, : 129 - 134
  • [4] Reasoning by structural analogy in intelligent decision support systems
    Eremeev, A. P.
    Varshavsky, P. R.
    KNOWLEDGE-BASED SOFTWARE ENGINEERING, 2006, 140 : 303 - 306
  • [5] Intelligent Decision Support Tools for Multicriteria Product Design
    Deng, Xiaoguang
    Vroman, Philippe
    Zeng, Xianyi
    Laouisset, Brahim
    IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010,
  • [6] Intelligent Multicriteria Decision Support System for Systems Design
    Sun, Xiaoqian
    Gollnick, Volker
    Li, Yongchang
    Stumpf, Eike
    JOURNAL OF AIRCRAFT, 2014, 51 (01): : 216 - 225
  • [7] The Research of the Design of Intelligent Financial Decision Support System
    Chen Liyu
    Chen Qiang
    PIAGENG 2010: PHOTONICS AND IMAGING FOR AGRICULTURAL ENGINEERING, 2010, 7752
  • [8] An intelligent decision support system for the design of new products
    Figueroa Perez, J. F.
    Leyva Lopez, J. C.
    Santillan Hernandez, L. C.
    Perez Contreras, E. O.
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 995 - 1002
  • [9] Intelligent multicriteria decision support system for systems design
    20141017435287
    1600, AIAA International (51):
  • [10] The design and implementation of an intelligent decision support system of salary
    Tang, Y
    Tang, N
    Peng, CJ
    Mao, WY
    Li, S
    Deng, Z
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, 2000, : 519 - 523