Minimum Time Trajectory Optimization of CNC Machining with Tracking Error Constraints

Author:

Zhang Qiang1,Li Shurong1,Guo Jianxin2

Affiliation:

1. College of Information and Control Engineering, China University of Petroleum (East China), Qingdao 266580, China

2. National Center for Mathematics and Interdisciplinary Sciences (NCMIS), Chinese Academy of Sciences, Beijing 100190, China

Abstract

An off-line optimization approach of high precision minimum time feedrate for CNC machining is proposed. Besides the ordinary considered velocity, acceleration, and jerk constraints, dynamic performance constraint of each servo drive is also considered in this optimization problem to improve the tracking precision along the optimized feedrate trajectory. Tracking error is applied to indicate the servo dynamic performance of each axis. By using variable substitution, the tracking error constrained minimum time trajectory planning problem is formulated as a nonlinear path constrained optimal control problem. Bang-bang constraints structure of the optimal trajectory is proved in this paper; then a novel constraint handling method is proposed to realize a convex optimization based solution of the nonlinear constrained optimal control problem. A simple ellipse feedrate planning test is presented to demonstrate the effectiveness of the approach. Then the practicability and robustness of the trajectory generated by the proposed approach are demonstrated by a butterfly contour machining example.

Funder

Natural Science Foundation of Shandong Province

Publisher

Hindawi Limited

Subject

Applied Mathematics,Analysis

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Global toolpath modulation–based contour error pre-compensation for multi-axis CNC machining;The International Journal of Advanced Manufacturing Technology;2023-01-30

2. Smooth trajectory generation based on contour error constraint and parameter correction b-spline;The International Journal of Advanced Manufacturing Technology;2022-01-11

3. Tracking error prediction informed motion control of a parallel machine tool for high-performance machining;International Journal of Machine Tools and Manufacture;2021-05

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