Reference:
S.K. Zegeye,
B. De Schutter,
J. Hellendoorn, and
E.A. Breunesse,
"Variable speed limits for area-wide reduction of emissions,"
Proceedings of the 13th International IEEE Conference on
Intelligent Transportation Systems (ITSC 2010), Madeira Island,
Portugal, pp. 507-512, Sept. 2010.
Abstract:
Although traffic congestion is a pressing problem that drivers face
every day, improving the traffic flow does not always create a healthy
environment to the people residing in the neighborhood of the freeway.
Improved traffic flow neither means efficient fuel consumption of the
vehicles. Moreover, reduction of total emissions or travel times in a
traffic network does not always guarantee reduction in the area-wide
emission levels, because there are many other factors that affect the
area-wide emissions. In particular, the direction and speed of wind
are important factors that play a significant role in the area-wide
emission levels. Therefore, in this paper, we systematically model the
effect of wind on the area-wide emission levels and design a
model-based traffic controller to reduce the dispersion of emissions.
More specifically, a model predictive control (MPC) is used to
integrate various variable speed limits in order to provide a balanced
trade-off between the area-wide emissions and the travel times.
Furthermore, we present a case study to demonstrate the proposed
control approach.