DocumentCode
2241724
Title
An active disturbance rejection controller design for ball and plate system
Author
Zhenye, Dong ; Jie, Zhang
Author_Institution
School of Automation, Beijing Institute of Technology, Beijing 100081, China
fYear
2015
fDate
28-30 July 2015
Firstpage
928
Lastpage
933
Abstract
Ball and plate system is a multivariable system with inherent nonlinearity. It is a two-dimensional extension of the classic ball and beam system. In this paper, the idea of Active Disturbance Rejection Control (ADRC) is introduced. The extended state observer (ESO) is applied to estimate the disturbance including nonlinearity and the friction. Then, the disturbance estimated can be eliminated from the control. For the sake of reducing the impact of the measurement noise, the Fal function filter is applied to filter the output of the system with measurement noise. Meanwhile, the feedforward compensator is designed to reduce the error of the system. In the end, the simulations of the set-point experiments and the circle trajectory tracking experiments are completed. The simulation results show that the ADRC controller combined with a feedforward compensator performances better.
Keywords
Estimation; Feedforward neural networks; Friction; Mathematical model; Noise; Noise measurement; Trajectory; ADRC; Fal function filter; disturbance; feedforward compensator; nonlinearity;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2015 34th Chinese
Conference_Location
Hangzhou, China
Type
conf
DOI
10.1109/ChiCC.2015.7259759
Filename
7259759
Link To Document