• CN:11-2187/TH
  • ISSN:0577-6686

›› 2004, Vol. 40 ›› Issue (5): 121-125,.

• 论文 • 上一篇    下一篇

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机械制造工艺序列中的知识发现方法研究

高伟;殷国富;成尔京   

  1. 四川大学制造科学与工程学院
  • 发布日期:2004-05-15

RESEARCH ON METHOD OF KNOWLEDGE DISCOVERY IN MANUFACTURE PROCESS SEQUENCE

Gao Wei;Yin Guofu;Cheng Erjing   

  1. College of Manufacturing Science and Engineering, Sichuan University
  • Published:2004-05-15

摘要: 序列是数据的一种常见形式,序列中的知识发现是KDD中的重要课题。机械产品制造工艺文件可以看作是以零(部)件加工顺序逻辑组织起来的制造工艺语句序列,以工艺元为表现形式的工艺语句序列又可以看作是描述工艺设计知识的一种基本单元。在分析标准工艺描述方法和定义标准工艺元的基础上,提出了从制造工艺序列中挖掘标准工艺元的过程逻辑模型,针对工艺文本多模式描述的特点提出了一种新的挖掘辅助型标准工艺知识的算法,应用表明该算法能有效处理工艺数据,挖掘标准工艺元。

关键词: CAPP, KDD, 工艺元, 序列

Abstract: Sequence is a familiar form of data. Knowledge discovery in data sequence is an important part of KDD. Manufacture process files consist of process steps which are organized by the machining order. The process cell which consist of Muti-line process text is the embodiment of process knowledge. How to present standard process is studied and a definition of process cell is given. Which is put forward that the logical course model to mine standard process cell from manufacture process sequence. According to the muti-parttern feature of process text, a new algorithm is used to steal with the process data. It is available for mining standard process cell.

Key words: CAPP, KDD, process cell, sequence

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