Distributed Model Predictive Control Method for Optimal Coordination of Signal Splits in Urban Traffic Networks

2014 ◽  
Vol 17 (3) ◽  
pp. 775-790 ◽  
Author(s):  
Bao-Lin Ye ◽  
Weimin Wu ◽  
Weijie Mao
Keyword(s):  
Model Predictive Control ◽  
Predictive Control ◽  
Control Method ◽  
Urban Traffic ◽  
Distributed Model ◽  
Traffic Networks ◽  
Distributed Model Predictive Control ◽  
Optimal Coordination ◽  
Urban Traffic Networks

Cooperation-Based Explicit Distributed Model Predictive Control

2013 ◽  
Vol 380-384 ◽  
pp. 707-711 ◽  
Author(s):  
Guo Qi Zhong ◽  
Zhi Yuan Liu
Keyword(s):  
Linear System ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Distillation Column ◽  
Control Method ◽  
Parametric Programming ◽  
Distributed Model ◽  
Control Information ◽  
Distributed Model Predictive Control ◽  
Global Cost

in this paper, an explicit distributed model predictive control method for a class of linear system with control information coupling by means of multi-parametric programming is established. In order to get close to the optimal performance of centralized MPC, the method is based on cooperation, which solving weighted global cost instead of local ones. The method is employed on distillation column control problem to verify the efficiency.

scholarly journals Stochastic Model Predictive Control for Urban Traffic Networks

2017 ◽  
Vol 7 (6) ◽  
pp. 588 ◽  
Author(s):  
Bao-Lin Ye ◽  
Weimin Wu ◽  
Huimin Gao ◽  
Yixia Lu ◽  
Qianqian Cao ◽  
...  
Keyword(s):  
Model Predictive Control ◽  
Stochastic Model ◽  
Predictive Control ◽  
Urban Traffic ◽  
Traffic Networks ◽  
Stochastic Model Predictive Control ◽  
Urban Traffic Networks
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