利用数据挖掘工具分析喷气织机生产数据  

Data Mining Tools For Air Jet Loom Production Data Analysis

作　　者：许京[1] Xu Jing(Tianjin Textile Group （Holding） Co” Ltd., Tianjin 300308, Chin)

机构地区：[1]天津纺织集团(控股)有限公司,天津300308

出　　处：《天津纺织科技》2018年第2期38-40,共3页Tianjin Textile Science & Technology

摘　　要：基于喷气织机生产监控系统采集的数据建立数据仓库,探讨数据清理、数据变换及规范化、数据仓库的组建等组织数据仓库问题。从挖掘分析的目标、织机监控的数据模型、数据挖掘工具和分析等方面介绍数据挖掘方法,并总结数据挖掘的步骤。结果表明,利用SQL数据挖掘工具对喷气织机生产数据进行分析,可得出各影响因素对喷气织机的影响程度,有效提高喷气织机的效率。Based on the data collected from the air jet loom production monitoring system, the data warehouse is set up, and the data warehouse problems are discussed, such as data cleaning, data transformation and stan-dardization , the formation of data warehouse and so on. The data mining is introduced from the object of the min-ing analysis, the data model of the loom monitoring, the data mining tools and analysis. It also summarizes the steps of data mining. The results show that the SQL data mining tool is used to analyze the production data of the jet loom, and the influence of various factors on the jet loom can be obtained, and the efficiency of the jet loom can be effectively improved.

关 键 词：喷气织机 效率 数据挖掘 SQL 数据分析 

分 类 号：TS112.3[轻工技术与工程—纺织材料与纺织品设计]