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Open AccessJournal ArticleDOI

Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks

TLDR
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 is proposed.
Abstract
We study the system-level effects of the introduction of large populations of Electric Vehicles (EVs) 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.

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Journal ArticleDOI

Network Equilibrium of Coupled Transportation and Power Distribution Systems

TL;DR: A dedicated traffic user equilibrium model is proposed to describe the steady-state distribution of traffic flows comprised of gasoline vehicles and electric vehicles, which encapsulates route selections, charging opportunities, electricity prices, and individual rationalities of minimum travel expense in a convex traffic assignment problem over an extended transportation network.
Journal ArticleDOI

Coordinated Planning Strategy for Electric Vehicle Charging Stations and Coupled Traffic-Electric Networks

TL;DR: An interdisciplinary study on the coordinated planning strategy of EV charging stations in a coupled traffic-electric network and a comprehensive planning model is proposed, which determines the optimal expansion strategies for both TN and PDN.
Journal ArticleDOI

A charging pricing strategy of electric vehicle fast charging stations for the voltage control of electricity distribution networks

TL;DR: The results show that the spatial distribution of EV fast charging loads was reallocated by the proposed charging pricing scheme and it can be seen that the proposed strategy can make full use of the response capacity from EVs to improve the voltage profiles without decreasing the income of the FCSs.
Journal ArticleDOI

Planning for electric vehicle needs by coupling charging profiles with urban mobility

TL;DR: In this article, the authors present a method to estimate individual mobility of PEV drivers at fine temporal and spatial resolution, by integrating three unique datasets of mobile phone activity of 1.39 million Bay Area residents, census data and the PEV driver survey data.
Journal ArticleDOI

EV Charging Schedule in Coupled Constrained Networks of Transportation and Power System

TL;DR: Simulation results show that by introducing a flexible EV charge/travel schedule, the power system generation and delivery costs can be further reduced in which most EV users gain from the optimization of transportation, charge/discharge, and power system delivery schedules.
References
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Journal ArticleDOI

Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem

TL;DR: In this paper, a two-stage adaptive robust unit commitment model for the security constrained unit commitment problem in the presence of nodal net injection uncertainty is proposed, which only requires a deterministic uncertainty set, rather than a hard-to-obtain probability distribution on the uncertain data.
Journal ArticleDOI

Development of an Optimal Vehicle-to-Grid Aggregator for Frequency Regulation

TL;DR: This work proposes an aggregator that makes efficient use of the distributed power of electric vehicles to produce the desired grid-scale power and applies the dynamic programming algorithm to compute the optimal charging control for each vehicle.
Journal ArticleDOI

Real-Time Coordination of Plug-In Electric Vehicle Charging in Smart Grids to Minimize Power Losses and Improve Voltage Profile

TL;DR: This paper proposes a novel load management solution for coordinating the charging of multiple plug-in electric vehicles (PEVs) in a smart grid system based on real-time (e.g., every 5 min) minimization of total cost of generating the energy plus the associated grid energy losses.
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