A method of extracting fuzzy control rules of structural vibration using FCM algorithm

Author

Chen, Shuangye ; Chen, Yawei ; Zhang, Weijing ; Yan, Weiming

Author_Institution

Beijing Univ. of Technol., Beijing, China

fYear

2010

fDate

15-17 June 2010

Firstpage

1550

Lastpage

1555

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.

Keywords

fuzzy control; structural engineering; vibration control; FCM algorithm; fuzzy c-means algorithm; fuzzy control rules; fuzzy region divisions; rule extraction; structural vibration; Civil engineering; Clustering algorithms; Data mining; Displacement control; Earthquakes; Force control; Fuzzy control; Space technology; Velocity control; Vibration control; FCM; fuzzy control; rules extraction; structural vibration;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on

Conference_Location

Taichung

Print_ISBN

978-1-4244-5045-9

Electronic_ISBN

978-1-4244-5046-6

Type

conf

DOI

10.1109/ICIEA.2010.5514696

Filename

5514696