A Novel Online Self-Structuring Fuzzy Control Algorithm and Its Application
Joint Authors
Bao, Hong
Feng, Siyuan
Duan, Xuechao
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-06-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper proposes a novel self-structuring algorithm for the online adaptive fuzzy controller (SA-OAFC).
The SA-OAFC capable of adding and deleting inference rules autonomously can start operating with an empty set of fuzzy rules based on the desired output and actual output of the system to avoid conventional differential operation.
It also takes advantage of the auxiliary fuzzy system to evaluate the approximated results with little information of the plant.
The SA-OAFC is characterized by its good engineering approachability, robustness for all kinds of perturbations of the plant, and the ability to perform variable selection among a group of candidate input variables.
Moreover, it manages to remarkably reduce the amount of computation and decrease the complexity of the system.
This paper demonstrates the capabilities of SA-OAFC by a simulation example and then hardware-in-the-loop (HIL) experiment.
American Psychological Association (APA)
Feng, Siyuan& Bao, Hong& Duan, Xuechao. 2015. A Novel Online Self-Structuring Fuzzy Control Algorithm and Its Application. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073690
Modern Language Association (MLA)
Feng, Siyuan…[et al.]. A Novel Online Self-Structuring Fuzzy Control Algorithm and Its Application. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073690
American Medical Association (AMA)
Feng, Siyuan& Bao, Hong& Duan, Xuechao. A Novel Online Self-Structuring Fuzzy Control Algorithm and Its Application. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073690
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073690