Trajectory optimization for spray-painting robot in Cartesian space based on consistency index of paint film thickness

Feng Xu, Bin Zi, Dan Zhang

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

1 Citation (Scopus)

Abstract

In response to the issue of uneven paint film thickness in Z-shaped spray trajectories during camouflage coating operations, this paper presents a robot spray trajectory optimization method based on a consistency evaluation index of the paint film thickness. Firstly, for the Z-shaped spray trajectory of the robot spray gun, a linear trajectory with seventh-degree polynomial blends is used to generate multi-point spray trajectories within the camouflage color blocks. Then, based on the paint deposition model of the rectangular gun, a consistency evaluation index for the paint film thickness is established. Finally, with the minimization of the variance in paint thickness as the optimization objective, the optimal spray trajectory is generated based on a genetic algorithm, with the interpolation time interval as the decision variable. Simulation and experiment results validate the effectiveness of the proposed method, demonstrating its capability to achieve a relatively uniform paint thickness while realizing a Z-shaped spray trajectory planning for camouflage blocks in Cartesian space.

Original languageEnglish
Title of host publicationProceedings - 2024 3rd International Conference on Innovations and Development of Information Technologies and Robotics, IDITR 2024
EditorsDan Zhang, Hamid Reza Karimi
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages84-93
Number of pages10
ISBN (Electronic)9798350385694
DOIs
Publication statusPublished - May 2024
Event3rd International Conference on Innovations and Development of Information Technologies and Robotics, IDITR 2024 - Hong Kong, China
Duration: 23 May 202425 May 2024

Publication series

NameProceedings - 2024 3rd International Conference on Innovations and Development of Information Technologies and Robotics, IDITR 2024

Conference

Conference3rd International Conference on Innovations and Development of Information Technologies and Robotics, IDITR 2024
Country/TerritoryChina
CityHong Kong
Period23/05/2425/05/24

Keywords

  • genetic algorithm
  • paint film thickness
  • spray-painting robot
  • trajectory optimization
  • Z-shaped spray trajectory

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Information Systems
  • Control and Optimization
  • Modelling and Simulation

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