Time-optimal tool motion planning with tool-tip kinematic constraints for robotic machining of sculptured surfaces

Lei Lu, Jiong Zhang, Jerry Ying Hsi Fuh, Jiang Han, Hao Wang*

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

60 Citations (Scopus)

Abstract

A time-optimal motion planning method for robotic machining of sculptured surfaces is reported in this paper. Compared with the general time-optimal robot motion planning, a surface machining process provides extra constraints such as tool-tip kinematic limits and complexity of the curved tool path that also need to be taken into account. In the proposed method, joint space and tool-tip kinematic constraints are considered. As there are high requirements for tool path following accuracy, an efficient numerical integration method based on the Pontryagin maximum principle is adopted as the solver for the time-optimal tool motion planning problem in robotic machining. Nonetheless, coupled and multi-dimensional constraints make it difficult to solve the problem by numerical integration directly. Therefore, a new method is provided to simplify the constraints in this work. The algorithm is implemented on the ROS (robot operating system) platform. The geometry tool path is generated by the CAM software firstly. And then the whole machine moving process, i.e. the feedrate of machining process, is scheduled by the proposed method. As a case study, a sculptured surface is machined by the developed method with a 6-DOF robot driven by the ROS controller. The experimental results validate the developed algorithm and reveal its advantages over other conventional motion planning algorithms for robotic machining.

© 2020 Elsevier Ltd. All rights reserved.
Original languageEnglish
Article number101969
JournalRobotics and Computer-Integrated Manufacturing
Volume65
Online published14 Mar 2020
DOIs
Publication statusPublished - Oct 2020
Externally publishedYes

Funding

This work is multiple supported by the Singapore Ministry of Education Academic Research Fund Tier 1 (grant no: R-265-000-593-114 ), AcRF Tier 2 Funding (project no.: MOE2018-T2-1-140 ), the National Natural Science Foundation of China (grant nos.: 51705120 , 51805135 ), the Natural Science Foundation of Anhui Province (grant no.: 1808085QE139 ), and China Scholarship Council ( CSC ).

Research Keywords

  • Kinematic constraints
  • Robotic machining
  • Sculptured surface
  • Time-optimal path planning
  • Tool-tip kinematics

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