Expert spindle design system

被引:54
|
作者
Maeda, O [1 ]
Cao, YZ [1 ]
Altintas, Y [1 ]
机构
[1] Univ British Columbia, Mfg Automat Lab, Dept Engn Mech, Vancouver, BC V6T 1Z4, Canada
来源
关键词
spindle design; expert system; chatter vibration; finite element method; optimization;
D O I
10.1016/j.ijmachtools.2004.08.021
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an expert spindle design system strategy which is based on the efficient utilization of past design experience, the laws of machine design, dynamics and metal cutting mechanics. The configuration of the spindle is decided from the specifications of the workpiece material, desired cutting conditions, and most common tools used on the machine tool. The spindle drive mechanism, drive motor, bearing types, and spindle shaft dimensions are selected based on the target applications. The paper provides a set of fuzzy design rules, which lead to an interactive and automatic design of spindle drive configurations. The structural dynamics of the spindle are automatically optimized by distributing the bearings along the spindle shaft. The proposed strategy is to iteratively predict the Frequency Response Function (FRF) of the spindle at the tool tip using the Finite Element Method (FEM) based on the Timoshenko beam theory. The predicted FRF of the spindle is integrated to the chatter vibration stability law, which indicates whether the design would lead to chatter vibration free cutting operation at the desired speed and depth of cut for different flutes of cutters. The arrangement of bearings is optimized using the Sequential Quadratic Programming (SQP) method. (C) 2004 Published by Elsevier Ltd.
引用
收藏
页码:537 / 548
页数:12
相关论文
共 50 条
  • [1] Optimization design expert system of CNC machine tool spindle
    Liu S.
    Zhang Y.
    Wang H.
    1600, Chinese Society of Agricultural Machinery (47): : 372 - 381
  • [2] EXPERT CAPP SYSTEM FOR SINGLE SPINDLE AUTOMATS
    PANDE, SS
    DESAI, VS
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1995, 33 (03) : 819 - 833
  • [3] An expert system for hydro/aero-static spindle design used in ultra precision machine tool
    Liang, Yingchun
    Chen, Wanqun
    Sun, Yazhou
    Yu, Nan
    Zhang, Peng
    Liu, Haitao
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2014, 30 (02) : 107 - 113
  • [4] AN EXPERT SYSTEM FOR SYSTEM-DESIGN
    HEINRICH, S
    CHRYSLER, E
    JOURNAL OF SYSTEMS MANAGEMENT, 1988, 39 (11): : 17 - 25
  • [5] An expert system for pneumatic design
    Shin, HY
    Lee, JW
    AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 1998, 12 (01): : 3 - 11
  • [6] DESIGN OF A CREATIVE EXPERT SYSTEM
    BUSCHMANN, H
    ANGEWANDTE INFORMATIK, 1989, (02): : 63 - 75
  • [7] AN EXPERT SYSTEM FOR FMS DESIGN
    MELLICHAMP, JM
    WAHAB, AFA
    SIMULATION, 1987, 48 (05) : 201 - 208
  • [8] EXPERT SYSTEM - A DESIGN METHODOLOGY
    MERCHANT, AN
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 1992, 16 (01) : 21 - 41
  • [9] Expert system for pneumatic design
    Shin, Heung-Yeoul
    Lee, Jae-Won
    Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM, 1998, 12 (01): : 3 - 11
  • [10] DESIGN EXPERT - AN EXPERT SYSTEM APPLICATION TO CLINICAL INVESTIGATIONS
    WILLIAMS, CL
    EXPERT SYSTEMS WITH APPLICATIONS, 1991, 2 (04) : 361 - 371