• DocumentCode
    389315
  • Title

    Self-learning error compensation in CNC grinding

  • Author

    Tian, Xin-Cheng ; Peng, Bo ; Xu, Qing

  • Author_Institution
    Sch.of Control Sci. & Eng, Shandong Univ., Jinan, China
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1044
  • Abstract
    In this paper, a new intelligent self-learning error compensation algorithm for CNC grinding of ceramic chips is introduced. In the process of ceramic chip computer numeric control (CNC) grinding, the dimension of the chip tends to get larger and the dimensional error to exceed the tolerance as the number of the machined chips accumulates. There are many factors leading to the occurrence of the error and the law of error variation is very complicated. With an introduced the intelligent self-learning error compensation technique, the CNC system can improve the control strategy to compensate the error automatically. The simulation result shows the effectiveness of this algorithm.
  • Keywords
    computerised numerical control; error compensation; grinding; inference mechanisms; intelligent control; unsupervised learning; CNC machining; ceramic chip; error compensation; error variation; grinding; intelligent control; reasoning; self-learning; Automatic control; Ceramics; Computer errors; Computer numerical control; Error compensation; Error correction; Intelligent control; Machine intelligence; Machining; Wheels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
  • Print_ISBN
    0-7803-7508-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2002.1174542
  • Filename
    1174542