Trajectory planning for empty run of multi-spindle processing based on genetic algorithm

被引:0
|
作者
Cui R. [1 ]
Chen W. [1 ]
Pan L. [1 ]
Zhu S. [2 ]
Liu Z. [2 ]
机构
[1] College of Mechanical and Electric, Nanjing University of Aeronautics and Astronautics, Nanjing
[2] Jiangsu Zhongzhi Automation Co., Ltd., Taizhou
基金
中国国家自然科学基金;
关键词
Genetic algorithms; Multi-spindle processing; Non-interference; Shortest path; Trajectory planning;
D O I
10.13196/j.cims.2022.02.015
中图分类号
学科分类号
摘要
Aiming at the need to manually plan empty run during multi-spindle 5-axis processing, an automatic empty run trajectory planning method was put forward. On the basis of multi-spindle machine tool kinematics modeling, aiming at the cutter location point trajectory and generating of tool axis vector, the cutter location point trajectory based on shortest path and collision-free tool axis vector planning were proposed respectively, so that the empty run planning was converted into a parameter-optimization problem. To simplify collision detection, a two-level intersection detection algorithm was proposed. The objective function of empty run planning was established by weighting coefficient method, and it was solved by genetic algorithm, so that a flexible ideal trajectory with no collision, shortest movement time, smallest change of rotation axis angle and shortest ending-trajectory was planned. In the simulation platform established by Vericut, the feasibility and effectiveness of the method had been verified. The empty-run trajectory planning for complex work-piece could be realized by decomposing trajectories and calculating intersections with work-piece edge for many times. © 2022, Editorial Department of CIMS. All right reserved.
引用
收藏
页码:507 / 517
页数:10
相关论文
共 14 条
  • [1] HOU Yuanbin, GAO Yangdong, ZHENG Maoquan, Optimization empty run for multiple contour mixed path processing based on greedy and genetic algorithm, Journal of Mechanical Engineering, 49, 21, pp. 153-159, (2013)
  • [2] WANG Zheng, YANG Weibo, WANG Wanliang, Et al., Path optimization for multi-contour based on quantum evolutionary algorithm, Computer Integrated Manufacturing Systems, 23, 10, pp. 2128-2135, (2017)
  • [3] LASEMI A, XUE D Y, GU P H., Review: Recent development in CNC machining of freeform surfaces: A state-of-the-art review[J], Computer-Aided Design, 42, 7, pp. 641-654, (2010)
  • [4] DING S, MANNAN M A, POO A N., Oriented bounding box and octree based global interference detection in 5-axis machining of free-form surfaces[J], Computer-Aided Design, 36, 13, pp. 1281-1294, (2004)
  • [5] SURESH K, YANG D C H., Constant scallop-height machining of free-form surfaces[J], Journal of Engineering for Industry, 116, 2, pp. 253-259, (1994)
  • [6] WANG Q H, LI J R, GONG H Q., Graphics-assisted cutter orientation correction for collision-free five-axis machining[J], International Journal of Production Research, 45, 13, pp. 2875-2894, (2007)
  • [7] KERSTING P, ZABEL A., Optimizing NC-tool paths for simultaneous five-axis milling based on multi-population multi-objective evolutionary algorithms[J], Advances in Engineering Software, 40, 6, pp. 452-463, (2009)
  • [8] JIA Qingxuan, CHEN Gang, SUN Hanxu, Et al., Path planning for space manipulator to avoid obstacle based on A<sup>*</sup> algorithm, Journal of Mechanical Engineering, 46, 13, pp. 109-115, (2010)
  • [9] KHATIB O., Real-time obstacle avoidance for manipulators and mobile robots[J], International Journal of Robotics Research, 5, 1, pp. 90-98, (1986)
  • [10] NOREEN I, KHAN A, RYU H, Et al., Optimal path planning in cluttered environment using RRT<sup>*</sup>-AB, Intelligent Service Robotics, 11, 1, pp. 41-52, (2018)