conference paper

System performance and controller design of the PI-ALINEA ramp metering scheme

Proceedings of the 95th annual meeting of the transportation research board

Publication Date

January 1, 2016

Abstract

Ramp metering (RM) has been deployed for decades and it is considered an efficient technique to control lane-drop bottlenecks by limiting ramp demand and avoiding the so-called capacity-drop phenomena, drop in the downstream flux that occurs when queues form up- stream of bottleneck. In this study, the authors use a simple link queue model to describe traffic dynamics inside a merge zone with an ordinary differential equation, which combines a capacity drop model and a proportional-integral feedback control algorithm (PI-ALINEA). This enables us to analytically study the system performance and controller design for the ramp metering problem. First they analyze the systemâ??s equilibrium states, their stability, and transition subject to varying demand levels. They consider impacts of both fixed and dynamical metering rates on the equilibrium states of the system and examine the reachability of the system. They further analyze the closed-loop systems and design parameters of PI-ALINEA such that the system can be stabilized at the optimal state at a high demand level. With numerical examples they verify the analytical results with respect to the systemâ??s stability and robustness.

Suggested Citation
Felipe Augusto de Souza and Wenlong Jin (2016) “System performance and controller design of the PI-ALINEA ramp metering scheme”, in Proceedings of the 95th annual meeting of the transportation research board, p. 24p.