FRAMEWORK OF AN INTELLIGENT GRINDING PROCESS ADVISER

被引:11
|
作者
SHIN, YC
CHEN, YT
KUMARA, S
机构
[1] PURDUE UNIV,DEPT MECH ENGN,W LAFAYETTE,IN 47907
[2] PENN STATE UNIV,UNIV PK,PA 16802
关键词
ADVISORY SYSTEM; GRINDING PROCESS; FUZZY LOGIC;
D O I
10.1007/BF01477597
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes the fundamental framework of an intelligent grinding process advisory system, which has been developed to help process engineers design new grinding processes. The system incorporates both highly complex, nonlinear analytical grinding process models and knowledge-based linguistic rules, and generates unified fuzzy rules by a novel automatic rule generation procedure. Optimal design of the parameters is performed via fuzzy logic inference. Several design principles for constructing the system are discussed as well as the over-all architecture of the system. The implementation of the system shows that the system can lead to the optimal design of a grinding process very effectively even with a large number of process parameters.
引用
收藏
页码:135 / 148
页数:14
相关论文
共 50 条
  • [41] ADVISER: A Dialog System Framework for Education & Research
    Ortega, Daniel
    Vaeth, Dirk
    Weber, Gianna
    Vanderlyn, Lindsey
    Schmidt, Maximilian
    Voelkel, Moritz
    Karacevic, Zorica
    Vu, Ngoc Thang
    PROCEEDINGS OF THE 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: SYSTEM DEMONSTRATIONS, (ACL 2019), 2019, : 93 - 98
  • [42] On-line intelligent identification in grinding process based on rough sets theory
    Shi, JF
    Hong, ZC
    Cao, J
    ADVANCES IN ABRASIVE PROCESSES, 2001, 202-2 : 189 - 192
  • [43] Intelligent centerless grinding: Global solution for process instabilities and optimal cycle design
    Gallego, I.
    Bueno, R.
    CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2007, 56 (01) : 347 - 352
  • [44] Intelligent grinding assistant (IGA(©)) - system development part I intelligent grinding database
    R. Cai
    W. B. Rowe
    J. L. Moruzzi
    M. N. Morgan
    The International Journal of Advanced Manufacturing Technology, 2007, 35 : 75 - 85
  • [45] Intelligent grinding assistant (IGA(©)) -: system development -: part I -: intelligent grinding database
    Cai, R.
    Rowe, W. B.
    Moruzzi, J. L.
    Morgan, M. N.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 35 (1-2): : 75 - 85
  • [46] Framework of grinding process modeling and simulation based on microscopic interaction analysis
    Li, Xuekun
    Rong, Yiming
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2011, 27 (02) : 471 - 478
  • [47] DESIGNING AND DEVELOPING AN INTELLIGENT ADVISER SYSTEM FOR TRANSFER TASKS IN MUSIC
    BOULET, MM
    COMPUTERS & EDUCATION, 1992, 19 (04) : 341 - 357
  • [48] Intelligent use of rail grinding
    Zarembski, Allan M.
    Railway Gazette International, 1997, 153 (02) : 95 - 97
  • [49] Development of intelligent grinding database
    Cai, R.
    Morgan, M.N.
    Key Engineering Materials, 2007, 329 : 21 - 26
  • [50] Application of intelligent CNC in grinding
    Rowe, WB
    Li, Y
    Mills, B
    Allanson, DR
    COMPUTERS IN INDUSTRY, 1996, 31 (01) : 45 - 60