Title :
Output feedback tracking control of MIMO systems using a fuzzy disturbance observer and its application to the speed control of a PM synchronous motor
Author :
Kim, Euntai ; Lee, Sungryul
Author_Institution :
Sch. of Electr. & Electron. Eng., Yonsei Univ. Seoul, South Korea
Abstract :
One of the most important objectives in the design of control systems is to achieve the good tracking performance in the presence of the internal parameter uncertainty and external disturbance. In this paper, a new multiple-input-multiple-output (MIMO) fuzzy disturbance observer (FDO) based on output measurement is developed to achieve the goal. A filtered signal is introduced to resolve the algebraic loop encountered in the conventional FDO. The contribution of the disturbance observation error ζ to updating the parameters of the fuzzy system is analyzed in the sense of L2 and L∞. Then, the MIMO FDO is modified and the high gain observer (HGO) is employed to implement the output tracking control system. It is shown in a rigorous manner that the disturbance observation error, the tracking error and the state observation error converge to a compact set of which size can be kept arbitrarily small. Finally, the suggested method is applied to the speed control of a permanent magnet synchronous motor (PMSM) in the presence of the internal parameter uncertainty and external disturbance. The effectiveness and the feasibility of the suggested method are demonstrated by computer simulation.
Keywords :
MIMO systems; angular velocity control; feedback; machine control; observers; permanent magnet motors; synchronous motors; MIMO systems; control system design; disturbance observation error; fuzzy disturbance observer; high gain observer; multiple-input-multiple-output system; output feedback tracking control; permanent magnet synchronous motors; speed control; Control systems; Fuzzy control; Fuzzy systems; MIMO; Output feedback; Permanent magnet motors; Signal resolution; Synchronous motors; Uncertain systems; Velocity control; MIMO; PM synchronous motor; filtered signal; fuzzy disturbance observer; high gain observer;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2005.859306