DocumentCode
3261292
Title
Fuzzy logic control of 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) is an attractive alternative to existing classical or modern controllers for designing the challenging Non-linear control systems as it provides a heuristically method by If-Then Rules which resembles human intelligence. This paper presents the design and analysis of a FLC for the outer loop and a PD controller for the inner loop of a ball and beam system. Additionally, a classical PID controller based on ITAE equations for the beam position is also designed to compare the performance of both types of controllers. Results reveal that FLC found to give better transient and steady state results compare to classical PID.
Keywords
PD control; control system synthesis; fuzzy control; nonlinear control systems; three-term control; FLC; ITAE equations; PD controller; PID controller; ball and beam system; beam position; fuzzy logic controller; human intelligence; if-then rules; inner loop; nonlinear control systems; outer loop; Automatic control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Mathematical model; Nonlinear control systems; Nonlinear equations; Three-term control; Fuzzy logic controller; ITAE; MATLAB; PID; ball and beam;
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.2010.5529494
Filename
5529494
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