| 基于实时数据流分析的钢铁产品质量监测 |
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| 引用本文： | 黄纵,张晓龙,边小勇.基于实时数据流分析的钢铁产品质量监测[J].计算机应用,2012,32(5):1470-1473. |
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| 作者姓名： | 黄纵 张晓龙 边小勇 |
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| 作者单位： | 武汉科技大学 计算机科学与技术学院，武汉 430065 |
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| 基金项目： | 国家自然科学基金资助项目(60975031);湖北省自然科学基金重点项目(2009CDA034);武汉市学科带头人计划项目(201150530152) |
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| 摘 要： | 针对钢铁企业生产过程中普遍存在的质量分析和监测问题，开展了基于实时数据流分析的产品质量监测的应用研究。结合实时数据库和关系数据库，设计了具有实时监控以及离线追踪的钢铁生产线实时监控系统。着重研究了实时数据采集和实时数据分析，并提出了基于实时数据流的产品质量监测方法，实现了企业对产品生产线的实时追踪和产品质量的全程跟踪管理。
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| 关 键 词： | 实时数据流 实时数据库 统计过程控制 工序能力指数 质量监测 |
| 收稿时间： | 2011-10-12 |
| 修稿时间： | 2011-12-12 |
Quality monitoring of steel products based on real-time data stream analysis |
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| HUANG Zong
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ZHANG Xiao-long
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BIAN Xiao-yong.Quality monitoring of steel products based on real-time data stream analysis[J].journal of Computer Applications,2012,32(5):1470-1473. |
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| Authors: | HUANG Zong ZHANG Xiao-long BIAN Xiao-yong |
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| Affiliation: | School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan Hubei 430065, China |
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| Abstract: | This paper proposed a method of product quality supervision based on real-time data analysis,concerning the common quality analysis and supervision problem in the process of steel production.Combined with real-time database and relational database,the method performed a real-time detection of steel production in both real-time supervision and off-line tracing.The main work of this paper was the collection of real-time data for real-time database,and the analysis schema given both real-time and relational data.The method proposed in this paper has been applied in several production lines of a steel factory and achieves good quality management. |
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| Keywords: | real-time data stream real-time database statistical process control process capability index quality monitoring |
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