Title :
Study of networked control systems based on implicit generalized predictive control algorithm1
Author :
Han, Pu ; Li, Chao ; Dong, Ze
Author_Institution :
Sch. of Control Sci. & Eng., North China Electr. Power Univ., Baoding, China
Abstract :
Conventional control algorithm cannot deal with packet loss in networked control systems (NCS). To solve this problem, the implicit generalized predictive self-tuning control algorithm is applied. It avoids solving Diophantine equation on-line. The parameters of optimal control law are directly identified by the characteristic of the parallel predictors. Furthermore, a networked control systems based on TrueTime toolbox is constructed. The results of simulations and experiments show that satisfactory robustness and adaptation is ensured by this algorithm to packet loss.
Keywords :
adaptive control; predictive control; robust control; self-adjusting systems; Diophantine equation; NCS; TrueTime toolbox; implicit generalized predictive control algorithm; networked control systems; packet loss; parallel predictors; satisfactory robustness; self-tuning control algorithm; Delay; Mathematical model; Networked control systems; Prediction algorithms; Predictive control; Robust stability; network packet loss; networked control systems (NCS); predictive control; true time toolbox;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554013