Title :
Robust model predictive control based on linear programming
Author :
Cui, Hairong ; Wang, Wei ; Liu, Xiangjie
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Beijing, China
Abstract :
We use linear criterion instead of standard quadratic criterion to improve the computational performance. The infinite horizon cost and terminal constraint is constructed to grantee the stability. We formulate the proposed RMPC which solves a linear program at each time, so a computation advantage is achieved without losing the performance even when the model uncertainty exists.
Keywords :
linear programming; linear systems; predictive control; robust control; infinite horizon cost; linear programming; robust model predictive control; standard quadratic criterion; Computational modeling; Linear programming; Predictive control; Predictive models; Robustness; Stability analysis; Uncertainty;
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
DOI :
10.1109/ICICIP.2011.6008405