DocumentCode :
537196
Title :
Anti-Windup for Two-Link Flexible Arms with Actuator Saturation Using Neural Network
Author :
Ding Yue-jiao ; Chen Xi ; Zhang Ming ; Rong Jun
Author_Institution :
Hunan Inst. of Sci. & Technol., Coll. of Inf. & Commun. Eng., Yueyang, China
fYear :
2010
fDate :
7-9 Nov. 2010
Firstpage :
1
Lastpage :
4
Abstract :
Anti-windup saturation compensation schemes in two-link flexible arms are studied. The singular perturbation approach is used to decompose the nonlinear system into a rigid subsystem and a fast subsystem, which allows a composite control design for the original system. A neural network is designed to compensate the saturation nonlinear in rigid subsystem, and a robust controller is employed to attenuate the vibration in fast subsystem. On-line weights tuning law is derived and guaranteed based on Lyapunov approach. Simulation results show the effectiveness of the proposed technique.
Keywords :
Lyapunov methods; actuators; flexible manipulators; neural nets; nonlinear systems; Lyapunov approach; actuator saturation; anti windup saturation compensation schemes; composite control design; neural network; nonlinear system; online weights tuning law; two link flexible arms; Actuators; Artificial neural networks; Equations; Manipulators; Robustness; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location :
Henan
Print_ISBN :
978-1-4244-7159-1
Type :
conf
DOI :
10.1109/ICEEE.2010.5661136
Filename :
5661136
Link To Document :
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