Title :
A novel distributed nonlinear MPC algorithm of signaling split in urban traffic system
Author :
Zhou, Xuanhao ; Pan, Zaisheng ; Chen, Peng ; Liang, Shiwu ; Lu, Yongzai
Author_Institution :
Zhejiang SUPCON Research CO., LTD., 309, Liuhe Road, Hangzhou, 310053, P.R. China
Abstract :
Based on the linear dynamic model(LDN) on urban traffic system proposed by Lucas Barcelos et al. in 2010, the MPC method has been successfully used in the signal splitting control area. In this paper, we extend the model to a nonlinear form employing the idea from S Lin et al. which is close to the real world, and the Gradient-based distributed dynamic optimization method (GBDDO) is introduced to distributively solving the large-scale problem. The simulation results show that our method can derive an approving solution.
Keywords :
Computational modeling; Nonlinear dynamical systems; Optimization; Predictive control; Predictive models; Roads; Vehicles; Distributed algorithm; GBDDO; Model Predictive Control; Nonlinear; Traffic network;
Conference_Titel :
Control Conference (CCC), 2015 34th Chinese
Conference_Location :
Hangzhou, China
DOI :
10.1109/ChiCC.2015.7260981