数据挖掘技术在数控机床可靠性分析中的运用研究  

Application of Data Mining Technology in Reliability Analysis of NC Machine Tool

作　　者：何家林[1] He Jialin(Jinken Vocational and Technical College,Nanjing Jiangsu 211156)

机构地区：[1]金肯职业技术学院

出　　处：《机械管理开发》2019年第8期265-267,共3页Mechanical Management and Development

摘　　要：以大数据发展下数据挖掘技术为背景,分析了数控机床中FMECA及FTA故障技术分析法,研究了数据挖掘技术应用于数控机床的可靠性,此研究可确保数控机床运行过程中能有效融合的技术模式,从根本上提高数控机床的可靠性和运行稳定性,降低故障问题对项目造成的影响。Based on the data mining technology developed by big data,this paper analyzes the analysis of FMECA and FTA fault technology in NC machine tools,and studies the reliability of the application of data mining technology in NC machine tools.This research ensures that the technical mode can be effectively integrated in the running process of CNC machine tools,fundamentally improves the reliability and running stability of CNC machine tools,and reduces the influence of fault problems on the project.

关 键 词：数据挖掘技术 数控机床 可靠性 故障分析 应用 

分 类 号：TG659[金属学及工艺—金属切削加工及机床]