DocumentCode
1623716
Title
A study on fuzzy modeling for dynamic characteristics
Author
Takeuchi, I. ; Furuhashi, T.
Author_Institution
Graduate Sch. of Eng., Nagoya Univ., Japan
Volume
3
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
34
Abstract
Considers the identification problem of the target plant in the form of state-space representation, focusing on the case that all the state variables are not accessible. We propose a class of fuzzy finite state models, whose dynamics are totally characterized by the dynamically changing set of membership grades in the fuzzy finite states. The proposed model´s identification method that iterates sub-approximator parameter identifications and fuzzy division parameter estimations is developed
Keywords
fuzzy control; modelling; parameter estimation; state-space methods; dynamic characteristics; fuzzy division parameter estimations; fuzzy finite state models; fuzzy modeling; membership grades; state-space representation; sub-approximator parameter identifications; Chemical engineering; Context modeling; Control system synthesis; Fuzzy control; Fuzzy sets; Fuzzy systems; Input variables; Observability; Postal services; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location
Tokyo
ISSN
1062-922X
Print_ISBN
0-7803-5731-0
Type
conf
DOI
10.1109/ICSMC.1999.823148
Filename
823148
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