| 序列挖掘在设备预维修中的应用 |
| |
| 引用本文： | 文晖,赵剑波,周晓康.序列挖掘在设备预维修中的应用[J].兰州石化职业技术学院学报,2007,7(2):12-14. |
| |
| 作者姓名： | 文晖 赵剑波 周晓康 |
| |
| 作者单位： | 1. 兰州石化职业技术学院,信息处理与控制工程系,甘肃,兰州,730060
2. 兰州石化公司,设备维修公司,甘肃,兰州,730060 |
| |
| 摘 要： | 针对计划性的定期维修造成的设备停工与维修损耗,应用数据挖掘中的序列挖掘技术对大量历史维修数据进行分析,挖掘潜在的维修与异常频繁序列,将挖掘引擎嵌入到已有的设备信息管理系统中,进行预维修预测,实现预维修,从而减少设备的定期维修损耗并节约停工成本.
|
| 关 键 词： | 序列挖掘 预维修 应用 |
| 文章编号： | 1671-4067（2007）02-0012-03 |
| 修稿时间： | 2007-04-29 |
Application of Sequential Pattern Mining to Equipment Anticipatory Maintenance |
| |
| WEN Hui,ZHAO Jian-bo,ZHOU Xiao-kang.Application of Sequential Pattern Mining to Equipment Anticipatory Maintenance[J].Journal of Lanzhou Petrochemical Vocational College of Technology,2007,7(2):12-14. |
| |
| Authors: | WEN Hui ZHAO Jian-bo ZHOU Xiao-kang |
| |
| Institution: | 1. Lanzhou Petrochemical College of Technology, Lanzhou 730060, China ; 2. Lanzhou Petrochemical Company, Lanzhou 730060, China |
| |
| Abstract: | Using data mining technology in maintenance of equipment especially massive equipment to find frequent faults and repair, embedding this kind data mining engineering into current equipment information management system can reduce lost of planned maintenance and predict next repair or fault after the current repair or fault. |
| |
| Keywords: | sequential pattern mining anticipatory maintenance application |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
