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 :
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