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文章基本信息

  • 标题:Minimizing airtime by optimizing tool path in computer numerical control machine tools with application of A* and genetic algorithms
  • 本地全文:下载
  • 作者:Naveen Senniappan Karuppusamy ; Bo-Yeong Kang
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2017
  • 卷号:9
  • 期号:12
  • 页码:1-9
  • DOI:10.1177/1687814017737448
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:Research on tool path planning has been limited to minimize airtime by optimizing tool travel path in one machining plane without obstacles. To address this limitation, a method for tool path optimization that exploits A* and genetic algorithms to find the near-optimal safe cutting tool travel path between each drilling hole location by avoiding the nonmachinable areas is proposed. A series of experiments performed shows an average overall improvement of 38.8% over the cutting tool travel distance value obtained from traditional tool path method.
  • 关键词:Tool path optimization; obstacle avoidance; A* algorithm; genetic algorithm; traveling salesman problem
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