Model of an integrated intelligent design and manufacturing system

被引:6
作者
Balic, J [1 ]
Abersek, B [1 ]
机构
[1] UNIV MARIBOR,FAC EDUC,SLO-2000 MARIBOR,SLOVENIA
关键词
expert system; gear; gear assemblies; optimization; genetic algorithm; computer-aided manufacturing;
D O I
10.1023/A:1018533510626
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The expert system STATEXS is presented for dimensioning, optimization and manufacture of gears and gearings. The optimum dimensions of the gearing were determined using genetic algorithms, well suited to such problems especially because of their robustness and their ability to detect global extremes. After completion of the calculations and optimization of the gears or gear pairs, there follows one of the most difficult operations, the manufacture of the product with theoretically determined and optimized properties. To this end we have also started to use the genetic algorithm approach for the manufacture of various products with demanding shapes.
引用
收藏
页码:263 / 270
页数:8
相关论文
共 50 条
  • [31] Expert system for optimizing and manufacturing gearing for specific purposes
    Abersek, B
    Flasker, J
    Balic, J
    CRITICAL TECHNOLOGY: PROCEEDINGS OF THE THIRD WORLD CONGRESS ON EXPERT SYSTEMS, VOLS I AND II, 1996, : 162 - 169
  • [32] Intelligent Design and Optimization of Assembly Process for Urban Rail Vehicle Oriented to Intelligent Manufacturing
    Tong, Xiaoying
    Teng, Ruifei
    Sun, Li
    Guan, Tianmin
    2018 IEEE INTERNATIONAL CONFERENCE ON SMART MANUFACTURING, INDUSTRIAL & LOGISTICS ENGINEERING (SMILE), 2018, : 38 - 42
  • [33] Intelligent manufacturing security model based on improved blockchain
    Xu, Jiahe
    Tian, Yuan
    Ma, Tinghuai
    Al-Nabhan, Najla
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 17 (05) : 5633 - 5650
  • [34] Intelligent process quality control system for networked manufacturing
    Jiang X.
    Wang S.
    Zhao K.
    Wang W.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2010, 46 (04): : 186 - 194
  • [35] Next-generation intelligent laboratories for materials design and manufacturing
    Peng, Xiting
    Wang, Xiaonan
    Brown, Keith A.
    Abolhasani, Milad
    MRS BULLETIN, 2023, 48 (02) : 179 - 185
  • [36] CrowdIM: Crowd-Inspired Intelligent Manufacturing Space Design
    Guo, Bin
    Liu, Jiaqi
    Liu, Sicong
    Wang, Jiayao
    Li, Mengyuan
    Wang, Chen
    Yu, Zhiwen
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (19) : 19387 - 19397
  • [37] Intelligent additive manufacturing and design state of the art and future perspectives
    Xiong, Yi
    Tang, Yunlong
    Zhou, Qi
    Ma, Yongsheng
    Rosen, David W.
    ADDITIVE MANUFACTURING, 2022, 59
  • [38] Intelligent Agent Optimization of Urban Bus Transit System Design
    Blum, Jeremy J.
    Mathew, Tom V.
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2011, 25 (05) : 357 - 369
  • [39] TOURISM CRAFTS DESIGN SYSTEM AND INTELLIGENT TECHNOLOGY BASED ON VIRTUAL DESIGN AND GENETIC ALGORITHM
    Li, Yu-Juan
    Li, Yu-Jie
    Miao, Guang-Kui
    Zhang, Ping-Qing
    FRESENIUS ENVIRONMENTAL BULLETIN, 2020, 29 (08): : 6518 - 6525
  • [40] An intelligent system for green process design
    Halim, Iskandar
    Srinivasan, Rajagopalan
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND SUSTAINABLE DEVELOPMENT, 2009, 8 (01) : 1 - 9