Title :
Distribute model predictive control for large-scale systems with multi-rate sampling
Author :
Rongchao Zhang ; Li Yu ; Andong Liu ; Wen-An Zhang
Author_Institution :
Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
Abstract :
The distributed model predictive control (DMPC) problem is investigated in this paper for large-scale systems with multi-rate sampling, where the sampling rate of each subsystem is time-varying. An observer-based distributed controller is designed for the multi-rate large-scale systems by using cooperative DMPC control strategy. Moreover, stability analysis is also presented for the multi-rate large-scale systems. Finally, an illustrative example is given to demonstrate the effectiveness of the proposed method.
Keywords :
control system synthesis; distributed control; large-scale systems; observers; predictive control; sampling methods; stability; controller design; cooperative DMPC control strategy; distributed model predictive control; large-scale systems; multirate sampling; observer-based distributed controller; stability analysis; distributed model predictive control; large-scale systems; multi-rate sampling;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896834