An intelligent self-learning method for dimensional error pre-compensation in CNC grinding

被引：0
|
作者：
机构：
[1] Chen, Tiantian
[2] Tian, Xincheng
来源：
Tian, Xincheng | 1600年 / Springer London卷 / 75期
关键词：
The problem of error compensation in manufacturing industry becomes important since the product quality is the manufactures’ competition. This paper presents an intelligent self-learning method for dimensional error pre-compensation in CNC grinding. Measurements of the system output obtained from the previous runs are used to compute the correction for the current run without in-process sensing and measurement; which is attractive for applications lacking in situ measurements. A modified NC program is fed to the machine tool to push the system output towards target. The simulation results and the real system input and output responses show the feasibility and effectiveness of this intelligent self-learning method. © 2014; Springer-Verlag London;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Journal article (JA)
引用
收藏
页码：9 / 12
相关论文
共 50 条
  • [41] Dependence of error patterns and BER performance on write pre-compensation in GPRML channels
    Okamoto, Y.
    Bushisue, T.
    Kurihara, Y.
    Nakamura, Y.
    Osawa, H.
    Muraoka, H.
    Nakamura, Y.
    JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS, 2008, 320 (22) : 3192 - 3195
  • [42] Intelligent CNC control with improved adaptive thermal error compensation model
    Shen, Hui
    Yang, Liu
    JOURNAL OF VIBROENGINEERING, 2023, 25 (06) : 1217 - 1229
  • [43] Pre-compensation of Friction for CNC Machine Tools through Constructing a Nonlinear Model Predictive Scheme
    Qunbao Xiao
    Min Wan
    Xuebin Qin
    Chinese Journal of Mechanical Engineering, 2023, 36 (05) : 77 - 91
  • [44] Accelerating firewall through intelligent self-learning
    Moon, J
    Park, J
    Jung, G
    Choi, P
    Kang, Y
    Choi, K
    Noh, S
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 3524 - 3529
  • [45] A data-driven iterative pre-compensation method of contouring error for five-axis machine tools
    Zhang, Dailin
    Chen, Huangchao
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 135 (3-4): : 1669 - 1684
  • [46] Intelligent self-learning characters for computer games
    Tang, W
    Wan, TR
    20TH EUROGRAPHICS UK CONFERENCE, PROCEEDINGS, 2002, : 51 - 58
  • [47] Expression self-learning system for intelligent robot
    Wang, G
    Ogawa, Y
    Kato, K
    Yamamoto, K
    PROCEEDINGS OF THE 3RD CHINA-JAPAN SYMPOSIUM ON MECHATRONICS, 2002, : 149 - 154
  • [48] Pre-Compensation Strategy for Tracking Error and Contour Error by Using Friction and Cross-Coupled Control
    Liu, Minghao
    Zhu, Yongmin
    Xu, Hongliang
    Liu, Weirui
    Yang, Hui
    Gao, Xingjun
    MACHINES, 2024, 12 (09)
  • [49] SELF-COMPENSATION METHOD FOR ERROR OF POSITIONING ACCURACY OF INTELLIGENT SYNCHRONOUS MANIPULATOR
    Wang, Minchuan
    THERMAL SCIENCE, 2020, 24 (03): : 1569 - 1576
  • [50] Pre-synchronization control strategy for a microgrid of merchant marine with intelligent self-learning control
    Yao W.
    Pei C.
    Chi R.
    Li B.
    Guo Y.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2023, 51 (06): : 82 - 93
12345