Title :
A simple fuzzy controller for the magnetic suspension system: A paper for 2009 FUZZ-IEEE conference competition
Author :
Wong, Hok Lam ; Hu, Chenglin ; Wan, Feng
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Macau, Macau, China
Abstract :
This year, the competition challenge is to develop a fuzzy controller for a nonlinear multi-input multi-output (MIMO) magnetic suspension system with satisfactory performance under different initial conditions. This paper aims at developing a concise but effective fuzzy controller, for the reason that the MIMO system can be divided into four physically independent single-input single-output (SISO) magnetic suspension systems which can be successfully controlled by a fuzzy controller with simple structure that is easy to be created, modified and understood. More specifically, a two-stage control strategy is adopted, consisting of an individual control stage that each SISO subsystem is controlled by a simple Mamdani-type fuzzy controller with intuitive rules, and a coordination stage to balance the four subsystems for the overall performance requirement. Simulation results are provided to show the performance for the required tasks.
Keywords :
MIMO systems; fuzzy control; mechanical variables control; motion control; nonlinear control systems; suspensions (mechanical components); MIMO system; Mamdani-type fuzzy controller; fuzzy controller; independent single-input single-output system; magnetic suspension system; nonlinear multi-input multi-output system; two-stage control strategy;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277297