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Solutions for Robotic Disassembly Sequence Planning with Backup Actions

  • Yuanjun Laili*
  • , Yongjing Wang
  • , Yilin Fang
  • , Duc Truong Pham
  • *此作品的通讯作者
  • University of Birmingham
  • Wuhan University of Technology

科研成果: 书/报告/会议事项章节章节同行评审

摘要

Uncertainties in the end-of-life conditions of products make disassembly difficult to robotise. A key problem is that existing industrial automation techniques use pre-determined robotic processes which cannot deal with unforeseen failed disassembly operations. This chapter models the completion rate of a disassembly plan and introduces the concept of backup actions. The aim of this strategy is to allow a disassembly robot to recover from failures automatically, and thus improve the system’s robustness. Experimental results indicate that the incorporation of automatic backup actions can triple the completion rate of a plan. The proposed computational method also outperforms other popular evolutionary approaches.

源语言英语
主期刊名Springer Series in Advanced Manufacturing
出版商Springer Nature
111-130
页数20
DOI
出版状态已出版 - 2022

出版系列

姓名Springer Series in Advanced Manufacturing
ISSN(印刷版)1860-5168
ISSN(电子版)2196-1735

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