Title of article :
Constrained Controller Design for Real-time Delay Recovery in Metro Systems
Author/Authors :
Najafi, Sima School of Railway Engineering - Iran University of Science and Technology, Tehran, Iran , Moaveni, Bijan School of Railway Engineering - Iran University of Science and Technology, Tehran, Iran
Abstract :
This study is concerned with the real-time delay recovery problem in metro
loop lines. Metro is the backbone of public transportation system in large
cities. A discrete event model for traffic system of metro loop lines is
derived and presented. Two effective automatic controllers, linear
quadratic regulator (LQR) and model predictive controller (MPC), are
used to recover train delays. A newly-designed real-time algorithms for
constrained LQR and constrained MPC in the presence of operational
constraint on control actions is introduced. MPC and LQR automatic
controllers are compared for traffic regulation in metro loop lines. To
facilitate fair comparison of the performance of the automatic controllers,
different scenarios are considered. The results are then compared to
determine the relative effectiveness of the controllers.
Keywords :
Constrained control , Linear quadratic regulator , Model predictive controller , Delay recovery , Metro loop line
Journal title :
Astroparticle Physics