Title :
Model predictive control of multi-line metro systems: A distributed approach
Author :
Núñez, Felipe ; Cipriano, Aldo
Author_Institution :
Dept. of Electr. Eng., Pontificia Univ. Catolica de Chile, Santiago, Chile
Abstract :
Metros are the principal means of public transportation in many of the world´s cities. Expanding metro infrastructure is costly, however, and at a certain point becomes unsustainable. When this occurs, the only feasible solution is to improve the management system. This can be done using either offline or online approaches. In this work, a distributed predictive control approach for multi-line metro systems is proposed. The metro system is partitioned into sub-systems each of them associated to a local predictive controller in charge of local optimization. Performance comparisons of the proposed distributed scheme with a fully decentralized and a simple control approach are presented, using average passengers wait time and train´s occupation as performance criteria. Results show that the distributed model predictive control scheme outperforms decentralized and simple control approaches.
Keywords :
decentralised control; distributed control; optimisation; predictive control; rail traffic control; rapid transit systems; decentralized control; distributed model predictive control scheme; distributed scheme; local optimization; local predictive controller; management system improvement; metro infrastructure; multiline metro systems; public transportation; Computational modeling; Mathematical model; Optimization; Predictive control; Real time systems; Schedules; Simulation;
Conference_Titel :
Control and Automation (ICCA), 2011 9th IEEE International Conference on
Conference_Location :
Santiago
Print_ISBN :
978-1-4577-1475-7
DOI :
10.1109/ICCA.2011.6137913