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
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;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529494