文章基本信息

标题：Identify and simulation a furnace of steam boiler based on a new fuzzy modeling approach
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作者：Mohammad ; Qaem Jahangiri ; Rohollah Esmaeli Manesh 等
期刊名称：International Journal of Computer Science Issues
印刷版ISSN：1694-0784
电子版ISSN：1694-0814
出版年度：2012
卷号：9
期号：4
出版社：IJCSI Press
摘要：In this paper, one system identification method based on T-S fuzzy modeling approach is presented for modeling a furnace of steam boiler . In this method, NFCRM is applied to build the fuzzy structure and then identify the premise parameters; a new criterion is proposed to auto determine the number of rules in fuzzy modeling; after the fuzzy rules have been decided, orthogonal least square is exploited to identify the consequent parameters. Comparison between the responses of the proposed models with the responses of the plants and mathematical model validates the accuracy and performance of the modeling approach.
关键词：model; fuzzy model; system identification.