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关联规则在电厂设备检修中的应用
引用本文:张科伟,张留洋.关联规则在电厂设备检修中的应用[J].上海电力学院学报,2014,30(5):465-467,472.
作者姓名:张科伟  张留洋
作者单位:上海电力学院经济与管理学院;
基金项目:上海电力学院校本级学科建设项目“能源行业的现代物流与供应链管理”
摘    要:设备运行和检修的高效性是电厂安全生产的保障.电厂设备检修状态分析对设备的安全运行具有重要意义.电厂设备检修过程中产生了大量的数据,通过对电厂企业资产管理系统中的历史工单数据进行分析,运用关联规则方法,寻求设备类型与设备故障以及纠正措施之间的联系,为电厂设备检修工作提供决策支持.

关 键 词:数据挖掘  设备检修  关联规则  资产管理
收稿时间:2014/8/28 0:00:00

Application of Association Rules in Power Plant Equipment Maintenance
ZHANG Kewei and ZHANG Liuyang.Application of Association Rules in Power Plant Equipment Maintenance[J].Journal of Shanghai University of Electric Power,2014,30(5):465-467,472.
Authors:ZHANG Kewei and ZHANG Liuyang
Affiliation:( School of Economics and Management, Shanghai University of Electric Power, Shanghai 200090, China)
Abstract:The high efficiency of equipment operation and maintenance is the basic guarantee of power plant safety production. Equipment maintenance status analysis in power plant is of great significance to equipment safety operation. There is a large amount of data in the power plant equipment maintenance process. The historic work order data of enterprise asset management system in power plant is analyzed, which uses association rules method to seek the relationship among the device type, device failure and corrective measures in order to provide decision support to the power plant equipment maintenance.
Keywords:data mining  equipment maintenance  association rules  asset management
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