• Optics and Precision Engineering
  • Vol. 24, Issue 7, 1731 (2016)
GUO Chen-guang1,2,*, HAN Xue1, LI Yuan1, and XIE Hua-long2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/ope.20162407.1731 Cite this Article
    GUO Chen-guang, HAN Xue, LI Yuan, XIE Hua-long. Thermal error modeling for spindle system of precision CNC lathe[J]. Optics and Precision Engineering, 2016, 24(7): 1731 Copy Citation Text show less
    References

    [1] RAMESH R, MANNAN M A, POO A N. Error compensation in machine tools-a review part Ⅱ: thermal error[J]. International Journal of Machine Tools and Manufacture, 2000, 40(9): 1257-1284.

    [2] JOSEF M, JERZY J, ECKART U, et al.. Thermal issues in machine tools[J]. CIRP Annals Manufacturing Technology, 2012, 61(2): 771-791.

    [3] WANG H T, LI T M, WANG L P, et al.. Review on thermal error modeling of machine tools[J]. Journal of Mechanical Engineering, 2015, 51(9): 119-128.(in Chinese)

    [4] ZHANG CH X, GAO F, LI Y, et al.. Model of thermal error compensation of large size worktable for machine tools based on piecewise fitting [J]. Journal of Mechanical Engineering, 2015, 51(3): 146-152.(in Chinese)

    [5] YAO X P, YIN G F, LI G M. Thermal error modeling and compensation analysis based on OE-CM algorithm for machine tool spindles [J]. China Mechanical Engineering, 2015, 26(20): 2757-2762.(in Chinese)

    [6] WANG Q F, ZHANG S, CHEN ZH, et al.. Thermal error compensation model of machine spindle based on exponential function[J]. Computer Integrated Manufacturing Systems, 2015, 21(6): 1553-1558.(in Chinese)

    [7] ZHU X L, YANG J G, DAI G S. AVQ clustering algorithm and OIF-Elman neural network for machine tool thermal error [J]. Journal of Shanghai Jiao Tong University, 2014, 48(1): 16-21.(in Chinese)

    [8] CHEN CH, YANG CH M, ZHANF CH Y, et al.. Modeling on thermal errors of ball screw driving system on Elman network considering operating conditions [J]. Opt. Precision Eng., 2014, 22(3): 704-711.(in Chinese)

    [9] LIN X K, WANG Y H, ZHU L. Online compensation of thermal error for dual direct feed drive system with latent variable model [J]. Opt. Precision Eng., 2015, 23(2): 430-437.(in Chinese)

    [10] ZHANG W, YE W H. Optimization of temperature measuring points for machine tools based on grey correlation and fuzzy clustering analysis [J]. China Mechanical Engineering, 2014, 25(4): 456-460.(in Chinese)

    [11] MA CH, YANG J, MEI X S, et al.. High-speed spindle thermal error modeling based on genetic algorithm and BP neural network [J]. Computer Integrated Manufacturing Systems, 2015, 21(10): 2627-2636.(in Chinese)

    [12] YANG J, MEI X S, ZHAO L, et al.. Thermal error modeling of a coordinate boring machine based on fuzzy clustering and SVM [J]. Journal of Shanghai Jiao Tong University, 2014, 48(8): 20-28.(in Chinese)

    [13] MIAO E M, GONG Y Y, CHENG T J, et al.. Application of support vector regression machine to thermal error modelling of machine tools [J]. Opt. Precision Eng., 2013, 21(4): 980-986.(in Chinese)

    [14] QIU J, LIU CH SH, LIU Q W, et al.. Thermal errors of planer type NC machine tools and its improvement measures [J]. Journal of Mechanical Engineering, 2012, 48(21): 149-157.(in Chinese)

    [15] LIU S F, DANG Y G, FANG ZH G, et al.. Gray System Theory and Its Application [M]. 5thed. Beijing: Science Press, 2010.(in Chinese)

    [16] DONG F F, LUO X Y, LV B H.Analysis of impact factors of natural gas pipeline internal corrosion based on the grey comprehensive correlation [J].Journal of Safety and Environment, 2014, 14(5): 15-18.(in Chinese)

    [17] CLERE M, KENNEDY J. The particle swarm-explosion, stability and convergence in multidimesional complex space [J]. IEEE Transactions on Evolutionary Computation, 2002, 6(1): 58-73.

    [18] WAI R, LEE J, CHUANG K. Real-time PID control strategy for maglev transportation system via particle swarm optimization [J].IEEE Transactions on Industrial Electronics, 2010, 58(2): 629-646.

    [19] SHARMA K D, CHATTERJEE A, RAKSHIT A. A hybrid approach for design of stable adaptive fuzzy controllers employing lyapunov theory and particle swarm optimization[J].IEEE Transactions on Fuzzy Systems, 2009, 17(2): 329-342.

    [20] KARANKI S B, MISHRA M K, KUMAR B K. Particle swarm optimization based feedback controller for unified power quality conditioner [J].IEEE Transactions on Power Delivery, 2010, 25(4): 2814-2824.

    CLP Journals

    [1] DENG Xiao-lei, LIN Huan, WANG Jian-chen, XIE Chang-xiong, FU Jian-zhong. Review on thermal design of machine tool spindles[J]. Optics and Precision Engineering, 2018, 26(6): 1415

    GUO Chen-guang, HAN Xue, LI Yuan, XIE Hua-long. Thermal error modeling for spindle system of precision CNC lathe[J]. Optics and Precision Engineering, 2016, 24(7): 1731
    Download Citation