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作者:

Chen, Shuangye (Chen, Shuangye.) | Chen, Yawei (Chen, Yawei.) | Zhang, Weijing (Zhang, Weijing.) | Yan, Weiming (Yan, Weiming.) (学者:闫维明)

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CPCI-S

摘要:

A method of extracting fuzzy control rules from sample data is proposed in this paper, which is based on the FCM algorithm. The sample data is gathered in the process of structural vibration control. Firstly, the input and output spaces of the given sample data are divided into several suitable fuzzy regions using FCM algorithm. Secondly, in order to extract the fuzzy control rules automatically, a special network is designed based on the fuzzy region divisions. Finally, the extracted rules are applied to the structural vibration control and the validity of the rules is verified.

关键词:

FCM fuzzy control rules extraction structural vibration

作者机构:

  • [ 1 ] [Chen, Shuangye]Beijing Univ Technol, Beijing, Peoples R China
  • [ 2 ] [Chen, Yawei]Beijing Univ Technol, Beijing, Peoples R China
  • [ 3 ] [Zhang, Weijing]Beijing Univ Technol, Beijing, Peoples R China
  • [ 4 ] [Yan, Weiming]Beijing Univ Technol, Beijing, Peoples R China

通讯作者信息:

  • [Chen, Shuangye]Beijing Univ Technol, Beijing, Peoples R China

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来源 :

ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 3

ISSN: 2156-2318

年份: 2010

页码: 398-403

语种: 英文

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

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