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
Link To Document :
بازگشت