DocumentCode
3261242
Title
A simplified intelligent controller for ball and beam system
Author
Amjad, M. ; Kashif, M.I. ; Abdullah, S.S. ; Shareef, Z.
Author_Institution
Fac. of Electr. Eng., Univ. Teknol. Malaysia, Johor Bahru, Malaysia
Volume
3
fYear
2010
fDate
22-24 June 2010
Abstract
Fuzzy Logic Controller (FLC) performance is greatly dependent on its inference rules. In most cases, the more rules being applied to a FLC, the accuracy of the control action is enhanced. Nevertheless, a large set of rules requires more computation time. As a result, FLC implementation requires fast and high performance processors. In this paper, it is shown that the inference rule table of a two-input FLCs used to control a ball and beam system can be reduced to form a Single Input Fuzzy Logic Controller (SIFLC), which can be easily implemented using a lookup table. Simulated results are presented to demonstrate the better dynamic performance of the ball and beam using SIFLC compared to the conventional FLC (CFLC) and classical PID.
Keywords
fuzzy control; fuzzy logic; intelligent control; SIFLC; ball and beam system; inference rules; simplified intelligent controller; single input fuzzy logic controller; Automatic control; Communication system control; Control systems; Feedback control; Fuzzy control; Fuzzy logic; Modems; Open loop systems; Table lookup; Three-term control; Ball and Beam; Fuzzy Logic Controller; ITAE; PID; Signed Distance Method; Single Input Fuzzy Logic Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-6367-1
Type
conf
DOI
10.1109/ICETC.2010.5529491
Filename
5529491
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