Title :
Locally weighted regression based industrial automation system integration assessment
Author :
Du, Ruiyang ; Li, Qing ; Zhou, Jian
Author_Institution :
Department of Automation, Tsinghua University, Beijing, 100084, China
Abstract :
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.
Keywords :
Automation; Fitting; Industries; Market research; Production; Technological innovation;
Conference_Titel :
Information Science and Technology (ICIST), 2013 International Conference on
Conference_Location :
Yangzhou
Print_ISBN :
978-1-4673-5137-9
DOI :
10.1109/ICIST.2013.6747525