| 基于数据挖掘的工艺规则提取 |
| |
| 引用本文： | 郑峥,苏春,许映秋.基于数据挖掘的工艺规则提取[J].中国制造业信息化,2006,35(7):66-69. |
| |
| 作者姓名： | 郑峥 苏春 许映秋 |
| |
| 作者单位： | 东南大学,机械工程系,江苏,南京,210096 |
| |
| 摘 要： | CAPP系统在进行工艺设计时会产生大量数据,如何充分利用历史数据始终是一个技术难题。为此提出采用数据挖掘技术提取工艺规则,研究了关联规则和序列模式的定义和挖掘过程,通过实例给出数据挖掘的应用。应用表明该方法能有效提高CAPP系统的应用效率,缩短产品的开发周期,对于实现工艺设计自动化具有重要意义。
|
| 关 键 词： | 数据挖掘 工艺规则 关联规则 序列模式 |
| 文章编号： | 1672-1616(2006)07-0066-04 |
| 修稿时间： | 2006年3月9日 |
Research of Process Rules Extracting Based on Data Mining Technology |
| |
| ZHENG Zheng,SU Chun,XU Ying-qiu.Research of Process Rules Extracting Based on Data Mining Technology[J].Manufacture Information Engineering of China,2006,35(7):66-69. |
| |
| Authors: | ZHENG Zheng SU Chun XU Ying-qiu |
| |
| Abstract: | In traditional CAPP systems, large quantities of data produced by process planning can not be used adequately. In this paper, data mining technology is used to abstract process rules in CAPP system. It gives the detail about the definition and mining process of association rules.As an example, the results suggest that efficiency of CAPP system can be improved and period of product development can be shortened. It is important for the data mining approach to realize process planning automation. |
| |
| Keywords: | CAPP |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
