Point cloud modeling and slicing algorithm for trajectory planning of spray painting robot

Author:

Yu Xinyi,Cheng ZhaoyingORCID,Zhang Yikai,Ou Linlin

Abstract

AbstractTo improve the uniformity of coating thickness and spraying efficiency, new point cloud modeling and slicing algorithm are proposed to deal with free-form surfaces for the spray painting robot in this paper. In the process of point cloud modeling, the edge preservation algorithm is firstly presented to avoid damaging the edge characteristic of the point cloud model. For the spraying gun, the coating deposition model on the free-form surface is determined on the basis of the elliptic double β distribution model. Then, the grid projection algorithm is proposed to obtain grid points between adjacent slices on the free-form surface. Based on this, the analytical solution for calculating the coating thickness at each grid point is obtained. The cross-section contour points are obtained by intercepting the point cloud model with several parallel slices, which is important for the trajectory planning of the spray painting robot. Finally, the uniformity of coating thickness is optimized in terms of the moving speed of the spraying gun and the slice thickness. The simulation and numerical experiment results show that the uniformity of coating thickness and spraying efficiency are improved using the proposed point cloud modeling and slicing algorithm.

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering

Cited by 11 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. Boss -specific Paint Deposition Modeling and Evaluation of Paint Blocking in Spray Painting Robot;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

2. Semantic Segmentation Based Spraying Trajectory Planning for Complex Product;IEEE Transactions on Industrial Informatics;2024-07

3. High Precision Paint Deposition Modeling Considering Variable Posture of Spray Painting Robot;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

4. Dynamic Numerical Simulation of Curved Surface Coating Trajectory Based on STL Slicing Algorithm;Coatings;2024-02-20

5. ARSIP: Automated Robotic System for Industrial Painting;Technologies;2024-02-19

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