基于局部加权回归的工业自动化系统集成评价

2013 IEEE Third International Conference on Information Science and Technology (ICIST) Pub Date : 2013-03-23 DOI:10.1109/ICIST.2013.6747525

Ruiyang Du, Qing Li, Jian Zhou

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引用次数: 0

摘要

工业自动化系统集成(IASI)评估对管理部门和企业都具有重要意义。数据处理需要一系列有效的分析方法。本文提出了一种基于局部加权回归(LOWESS)的分析方法，对2011年中国钢铁行业进行了调查。在此基础上，提出了一种用于企业诊断分析的相对能力评估(RCA)方法。研究结果对政策制定和企业战略具有指导意义。

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Locally weighted regression based industrial automation system integration assessment

Industrial automation system integration (IASI) assessment is of great significance both to the administration and to the enterprise. A series of effective analysis methods is needed for data processing. This paper presents an analysis method based on locally weighted regression (LOWESS) in an investigation of the Chinese steel industry in 2011. Using this method we present the status and trends of the industry, and propose a relative capacity assessment (RCA) method for diagnostic analysis of the enterprise. The results may be instructive for policy making and enterprise strategy.

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2013 IEEE Third International Conference on Information Science and Technology (ICIST)

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