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Author:

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

Indexed by:

CPCI-S

Abstract:

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.

Keyword:

fuzzy control FCM rules extraction structural vibration

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

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

ISSN: 2156-2318

Year: 2010

Page: 398-403

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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