DocumentCode
701722
Title
Prediction error observer for networked predictive control systems with network delay and model error
Author
Takahashi, Takuya ; Uchimura, Yutaka
Author_Institution
Shibaura Inst. of Technol., Tokyo, Japan
fYear
2015
fDate
6-8 March 2015
Firstpage
592
Lastpage
597
Abstract
This paper proposes the prediction error observer (PEOB) in the design of networked predictive control systems (NPCSs) with network delays and model errors and proposes stability criteria for closed-loop NPCSs. In the NPCSs, a prediction error occurs due to model errors. Based on a-priori predictions, the PEOB compensates for the prediction error when the controller predicts the current and future states. The proposed method improves the performance of the conventional NPC associated with network delays and model errors. Simulation results illustrate the effectiveness of the proposed control strategies.
Keywords
closed loop systems; compensation; control system synthesis; delays; networked control systems; observers; predictive control; stability; PEOB compensation; a-priori prediction; closed-loop NPCS; model error; network delay; networked predictive control system design; prediction error observer; stability criterion; Actuators; Delays; Observers; Predictive models; Stability criteria;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics (ICM), 2015 IEEE International Conference on
Conference_Location
Nagoya
Type
conf
DOI
10.1109/ICMECH.2015.7084043
Filename
7084043
Link To Document