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面向大型筒件装配界面的机器人 扫描测量路径规划

  • Zijie Zhao
  • , Xuexin Zhang
  • , Wei Fan
  • , Lianyu Zheng*
  • *此作品的通讯作者
  • Beihang University

科研成果: 期刊稿件文章同行评审

摘要

The assembly interfaces are critical machining features ensuring the assembly quality for large cylindrical components. It is necessary to use effective measurement methods to obtain machining allowance and detect machining quality. The traditional measurement methods are characterized by complex processes, a heavy reliance on manual experience, and low efficiency. To address this problem, a robot-assisted laser scanning method for the assembly interfaces of large cylindrical components was proposed as an example of a large cylinder measurement process, and a measurement path planning study was carried out. Based on clustering algorithms, a viewpoint planning method for scanning measurement of assembly interfaces was proposed. Additionally, a viewpoint adjustment method for determining and resolving spatial interference and occlusions in the field of view was introduced. 127 interferencefree scanning measurement viewpoints had been planned. The Pose and Obstacle-aware Variable Weight Ant Colony Optimization (POVW-ACO) algorithm was proposed for path planning of scanning measurement viewpoints. The result and robustness were better than the traditional ACO algorithm. The planned scanning path was verified by simulation and physical experiment, and the results met the expected requirements in about 4. 5 min.

投稿的翻译标题Robotic scan measurement path planning for assembly interfaces of large-scale cylindrical components
源语言繁体中文
页(从-至)1555-1568
页数14
期刊Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
31
5
DOI
出版状态已出版 - 31 5月 2025

关键词

  • ant colony algorithm
  • large-scale component
  • path planning
  • robotic scanning measurement

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