Horizontal and Vertical Rule Bases Method in Fuzzy Controllers
Joint Authors
Aminifar, Sadegh
bin Marzuki, Arjuna
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-17
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Concept of horizontal and vertical rule bases is introduced.
Using this method enables the designers to look for main behaviors of system and describes them with greater approximations.
The rules which describe the system in first stage are called horizontal rule base.
In the second stage, the designer modulates the obtained surface by describing needed changes on first surface for handling real behaviors of system.
The rules used in the second stage are called vertical rule base.
Horizontal and vertical rule bases method has a great roll in easing of extracting the optimum control surface by using too lesser rules than traditional fuzzy systems.
This research involves with control of a system with high nonlinearity and in difficulty to model it with classical methods.
As a case study for testing proposed method in real condition, the designed controller is applied to steaming room with uncertain data and variable parameters.
A comparison between PID and traditional fuzzy counterpart and our proposed system shows that our proposed system outperforms PID and traditional fuzzy systems in point of view of number of valve switching and better surface following.
The evaluations have done both with model simulation and DSP implementation.
American Psychological Association (APA)
Aminifar, Sadegh& bin Marzuki, Arjuna. 2013. Horizontal and Vertical Rule Bases Method in Fuzzy Controllers. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-1009748
Modern Language Association (MLA)
Aminifar, Sadegh& bin Marzuki, Arjuna. Horizontal and Vertical Rule Bases Method in Fuzzy Controllers. Mathematical Problems in Engineering No. 2013 (2013), pp.1-9.
https://search.emarefa.net/detail/BIM-1009748
American Medical Association (AMA)
Aminifar, Sadegh& bin Marzuki, Arjuna. Horizontal and Vertical Rule Bases Method in Fuzzy Controllers. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-9.
https://search.emarefa.net/detail/BIM-1009748
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1009748