Knowledge-based expert system for optimal stacking sequence design of composite structures

被引:15
|
作者
Kim, JS [1 ]
Kim, CG [1 ]
Hong, CS [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Aerosp Engn, Yusong Gu, Taejon 305701, South Korea
关键词
knowledge-based expert system; genetic algorithm; rules of design heuristics; composite laminates; finite element method; optimal stacking sequence;
D O I
10.1177/002199839903301305
中图分类号
TB33 [复合材料];
学科分类号
摘要
This paper expounds the development of a knowledge-based expert system for the optimal strength design of composite structures subjected to various loading conditions and rules of design heuristics. The optimal stacking sequences are obtained by integration of a knowledge-based expert system, genetic algorithm and finite element analysis. Because this expert system in optimal stacking sequence design adopts a finite element method as a stress analysis tool, it isn't limited to laminate design but can be applied to a general composite structure. The optimal stacking sequence combination is drawn from discrete ply angles and rules of design heuristics stored in the knowledge-base for the given application of interest. Results of this study were verified through comparison with quasi-isotropic lay-ups.
引用
收藏
页码:1244 / 1274
页数:31
相关论文
共 50 条
  • [1] KNOWLEDGE-BASED EXPERT SYSTEM IN DESIGN FOR PRODUCTION
    LENGYEL, B
    AWAN, KA
    [J]. CURRENT ADVANCES IN MECHANICAL DESIGN & PRODUCTION IV, 1989, : 487 - 494
  • [2] A knowledge-based expert system for optomechanical design
    Ahmad, A
    [J]. LENS DESIGN, ILLUMINATION, AND OPTOMECHANICAL MODELING, 1997, 3130 : 94 - 99
  • [3] A coupled knowledge-based expert system for design of liquid-retaining structures
    Chau, KW
    Albermani, F
    [J]. AUTOMATION IN CONSTRUCTION, 2003, 12 (05) : 589 - 602
  • [4] Design and Implementation of a Knowledge-Based Expert System Shell
    Guan, Tianmin
    Zhao, Dezhu
    Mei, Zhao
    [J]. 2019 12TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2019), 2019, : 204 - 207
  • [5] Knowledge-based system for the design of concrete structures
    Hossain, KMA
    Famiyesin, OOR
    [J]. ADVANCES IN ENGINEERING COMPUTATIONAL TECHNOLOGY, 1998, : 263 - 271
  • [6] A KNOWLEDGE-BASED EXPERT SYSTEM FOR PLANNING AND DESIGN OF AGROFORESTRY SYSTEMS
    WARKENTIN, ME
    NAIR, PKR
    RUTH, SR
    SPRAGUE, K
    [J]. AGROFORESTRY SYSTEMS, 1990, 11 (01) : 71 - 83
  • [7] KNOWLEDGE-BASED EXPERT-SYSTEM FOR CONCRETE MIX DESIGN
    BAI, Y
    AMIRKHANIAN, SN
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1994, 120 (02): : 357 - 373
  • [8] The challenge of knowledge-based expert systems in the future of the design of tubular structures
    Davies, G
    Tizani, W
    Yusuf, K
    [J]. INTERNATIONAL CONFERENCE ON TUBULAR STRUCTURES, PROCEEDINGS, 1996, : 216 - 225
  • [9] Deep: A knowledge-based (expert) system for electric flat design
    Dym, CL
    Summers, MD
    Demel, CT
    Wong, CS
    [J]. COMPUTING SYSTEMS IN ENGINEERING, 1995, 6 (06): : 497 - 509
  • [10] Development of knowledge-based expert system for flexible pavement design
    Deprizon
    Amiruddin
    Atiq, Riza
    [J]. Journal of Applied Sciences, 2009, 9 (13) : 2372 - 2380