Fast identification of machine tool spindle temperature rise characteristics based on nonlinear prediction

被引：0
|
作者：
Feng, Gang [1 ]
Xia, Chenhui [2 ]
Sun, Lei [2 ]
Fu, Jianzhong [2 ]
机构：
[1] School of Mechanical Engineering, Zhejiang Industry Polytechnic College, Shaoxing,312000, China
[2] School of Mechanical Engineering, Zhejiang University, Hangzhou,310027, China
来源：
Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery | 2015年 / 46卷 / 06期
关键词：
Machine tool spindles - Non-linear predictions - Root mean square errors - Steady-state temperature - Support vector machine regressions - Temperature prediction - Temperature rise - Vertical machining centers;
D O I：
10.6041/j.issn.1000-1298.2015.06.049
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：341 / 348
相关论文
共 50 条
  • [31] Analysis of temperature change mechanism and temperature rise characteristics of dry hobbing machine tool under heterogeneous energy conversion
    Chen, Peng
    Peng, Shengdi
    Yang, Xiao
    Zhang, Zhili
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2025, 136 (11-12): : 5505 - 5513
  • [32] Nonlinear analysis for a machine-tool spindle system supported with ball bearing
    Zhang, Wei-Gang
    Gao, Shang-Han
    Long, Xin-Hua
    Meng, Guang
    Zhendong yu Chongji/Journal of Vibration and Shock, 2008, 27 (09): : 72 - 75
  • [33] Parametric modeling and residual life prediction of spindle bearing of decommissioned machine tool
    Liu, Ling
    Wang, Wei
    FERROELECTRICS, 2019, 548 (01) : 208 - 219
  • [34] Study of the temperature distribution of a machine tool spindle bearing based on FBG quasi-distributed sensing
    Mingyao Liu
    Weijian Zhou
    Han Song
    Yanfang Dong
    Wenzhi Wang
    Shiguang Zhou
    The International Journal of Advanced Manufacturing Technology, 2018, 98 : 263 - 274
  • [35] Study of the temperature distribution of a machine tool spindle bearing based on FBG quasi-distributed sensing
    Liu, Mingyao
    Zhou, Weijian
    Song, Han
    Dong, Yanfang
    Wang, Wenzhi
    Zhou, Shiguang
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 98 (1-4): : 263 - 274
  • [36] Research on the Effect of Spindle Speed on the Softening and Hardening Characteristics of the Axial Operating Stiffness of Machine Tool Spindle
    Li, Jiandong
    Wang, Qiang
    Sun, Xurui
    Qu, Jue
    Qiu, Ang
    Kang, Wei
    Ma, Shuaijun
    LUBRICANTS, 2022, 10 (07)
  • [37] An evaluation approach of machine tool characteristics with adaptive prediction
    Matsumura, T
    Sekiguchi, H
    Usui, E
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 1996, 62 (04) : 440 - 447
  • [38] Research on the axial stiffness softening and hardening characteristics of machine tool spindle system
    Li, Jiandong
    Zhu, Yongsheng
    Yan, Ke
    Yan, Xiaoyun
    Liu, Yuwei
    Hong, Jun
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 99 (1-4): : 951 - 963
  • [39] Characteristics and relative technology of a permanent magnetic synchronous motorized machine tool spindle
    Xiong Wanli
    Zhang Haiyan
    Yang Xuebing
    Mi Haiqing
    Lu Mingzhang
    3rd China-Japan Conference on Mechatronics 2006 Fuzhou, 2006, : 137 - 140
  • [40] Research on the axial stiffness softening and hardening characteristics of machine tool spindle system
    Jiandong Li
    Yongsheng Zhu
    Ke Yan
    Xiaoyun Yan
    Yuwei Liu
    Jun Hong
    The International Journal of Advanced Manufacturing Technology, 2018, 99 : 951 - 963
12345