DocumentCode
2439690
Title
The Character Study of Dynamic Matrix Control
Author
Jiang, Zhijun ; Huang, Xiaoling
Author_Institution
Dept. of Electr. & Automatical Eng., Nanchang Univ., Nanchang, China
Volume
2
fYear
2009
fDate
26-27 Aug. 2009
Firstpage
138
Lastpage
141
Abstract
Predictive control algorithm based on the step or impulse response of the object, using a rolling over method realizing process on-line optimization control. In the optimization process, it gets the feedback correction continuously through the comparison between the measured system output and prediction model output, it is able to overcome certain extent impact as a result of prediction model error structure disturbance and some state of uncertainty noise disturbance. There are lots of methods of predictive control, the predictive control can deal directly with a pure lagged object and has a strong adaptability of large inertia and a good tracking performance and robustness, this paper analyzed the stability and robustness of the dynamic matrix control, this response can directly access from the industrial scene, it does not require a priori knowledge of the model structure, so we can design control systems without going through the complex process of identification.
Keywords
optimisation; predictive control; robust control; step response; transient response; dynamic matrix control; feedback correction; impulse response; on-line optimization control; prediction model error structure disturbance; prediction model output; predictive control algorithm; priori knowledge; pure lagged object; robustness; rolling over method; step response; system output; tracking performance; Noise robustness; Optimization methods; Output feedback; Prediction algorithms; Predictive control; Predictive models; Process control; Robust control; Robust stability; State feedback; dynamic matrix control; predictive control; robustness; stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
Conference_Location
Hangzhou, Zhejiang
Print_ISBN
978-0-7695-3752-8
Type
conf
DOI
10.1109/IHMSC.2009.158
Filename
5336025
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