Title :
A robust fuzzy control of a nonlinear magnetic ball suspension system
Author :
Tao, C.W. ; Taur, J.S.
Author_Institution :
Dept. of Electr. Eng., Nat. I-Lan Inst. of Agric. & Technol., Taiwan
Abstract :
A methodology for the position control of a nonlinear magnetic ball suspension system based on fuzzy if-then rules is presented in this paper. With the experience of stabilizing the magnetic ball at a desired position using a PD controller, a robust complexity-reduced fuzzy controller is designed. Simulations with different initial position conditions of the ball suspension system are provided. Simulation results illustrate that the fuzzy controller is more robust than a classical PD controller in the sense of being able to stabilize a steel ball with a larger range of initial position conditions. Also, the performances of the fuzzy controller is shown to be better than a PD controller
Keywords :
control system synthesis; fuzzy control; fuzzy logic; intelligent control; magnetic levitation; nonlinear systems; position control; robust control; PD controller; fuzzy control; fuzzy if-then rules; nonlinear magnetic ball suspension system; position control; robust control; Control systems; Equations; Fuzzy control; Fuzzy logic; Fuzzy systems; Magnetic levitation; Nonlinear magnetics; PD control; Robust control; Steel;
Conference_Titel :
Industrial Automation and Control: Emerging Technologies, 1995., International IEEE/IAS Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2645-8
DOI :
10.1109/IACET.1995.527589