DocumentCode
2001607
Title
Modified Sliding Mode Controller with Extended Kalman Filter for Stochastic Systems
Author
Ahmed, Mohamed Said Sayed ; Ping, Zhang ; Jie, Wu Yun
Author_Institution
Beihang Univ. Beijing, Beijing
fYear
2007
fDate
May 30 2007-June 1 2007
Firstpage
630
Lastpage
635
Abstract
In this paper, we proposed a modified sliding mode controller with chattering free and high robust for stochastic systems. The proposed controller uses an integration term of the error in the sliding surface and uses a continuously exponentially varying time sliding surface to eliminate the chattering problem. Also a model-based state estimator that works with system errors and noisy measurements is presented based on the extended Kalman filter (EKF). The estimator is then used in a nonlinear and robust control algorithm based on sliding mode control. The proposed controller can result in fast transient dynamics and keep the robustness properties. By using the proposed controller, we make it applicable in automation industry. Also a systematic design procedure of sliding mode controller for nonlinear system is presented. To verify superiority of the proposed controller, the proposed controller applied to a nonlinear model of a permanent magnet synchronous motor (PMSM) where we assume that the only output accessible to measure is the angular velocity.
Keywords
Kalman filters; nonlinear systems; permanent magnet motors; stochastic systems; variable structure systems; angular velocity; chattering free; extended Kalman filter; model-based state estimator; nonlinear control algorithm; nonlinear model; nonlinear system; permanent magnet synchronous motor; robust control algorithm; sliding mode controller; stochastic system; transient dynamics; varying time sliding surface; Angular velocity control; Automatic control; Automation; Control systems; Error correction; Nonlinear dynamical systems; Robust control; Sliding mode control; State estimation; Stochastic systems; PID; extended kalman filter and chattering; nonlinear systems; relative degree; sliding mode control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4244-0818-4
Electronic_ISBN
978-1-4244-0818-4
Type
conf
DOI
10.1109/ICCA.2007.4376432
Filename
4376432
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