TY - JOUR
T1 - Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks
JF - IEEE Transactions on Control of Network Systems
Y1 - 2016/07//
SP - 1
EP - 1
A1 - Mahnoosh Alizadeh
A1 - Hoi-To Wai
A1 - Mainak Chowdhury
A1 - Andrea Goldsmith
A1 - Anna Scaglione
A1 - Tara Javidi
KW - RM11-007
AB - We study the system-level effects of the introduction of large populations of Electric Vehicles on the power and transportation networks. We assume that each EV owner solves a decision problem to pick a cost-minimizing charge and travel plan. This individual decision takes into account traffic congestion in the transportation network, affecting travel times, as well as congestion in the power grid, resulting in spatial variations in electricity prices for battery charging. We show that this decision problem is equivalent to finding the shortest path on an "extended" transportation graph, with virtual arcs that represent charging options. Using this extended graph, we study the collective effects of a large number of EV owners individually solving this path planning problem. We propose a scheme in which independent power and transportation system operators can collaborate to manage each network towards a socially optimum operating point while keeping the operational data of each system private. We further study the optimal reserve capacity requirements for pricing in the absence of such collaboration. We showcase numerically that a lack of attention to interdependencies between the two infrastructures can have adverse operational effects.
JO - IEEE Trans. Control Netw. Syst.
DO - 10.1109/TCNS.2016.2590259
ER -