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Proceedings ArticleDOI

Optimal charging of plug-in hybrid electric vehicles in smart grids

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TLDR
In this paper, the authors study how to schedule the charging of the PHEV batteries and show that the duality gap is zero for the joint optimal power flow (OPF)-charging problem.
Abstract
Plug-in hybrid electric vehicles (PHEVs) play an important role in making a greener future. Given a group of PHEVs distributed across a power network equipped with the smart grid technology (e.g. wireless communication devices), the objective of this paper is to study how to schedule the charging of the PHEV batteries. To this end, we assume that each battery must be fully charged by a pre-specified time, and that the charging rate can be time-varying at discrete-time instants. The scheduling problem for the PHEV charging can be augmented into the optimal power flow (OPF) problem to obtain a joint OPF-charging (dynamic) optimization. A solution to this highly nonconvex problem optimizes the network performance by minimizing the generation and charging costs while satisfying the network, physical and inelastic-load constraints. A global optimum to the joint OPF-charging optimization can be found efficiently in polynomial time by solving its convex dual problem whenever the duality gap is zero for the joint OPF-charging problem. It is shown in a recent work that the duality gap is expected to be zero for the classical OPF problem. We build on this result and prove that the duality gap is zero for the joint OPF-charging optimization if it is zero for the classical OPF problem. The results of this work are applied to the IEEE 14 bus system.

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Citations
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Journal ArticleDOI

Energy-Efficient Information and Communication Infrastructures in the Smart Grid: A Survey on Interactions and Open Issues

TL;DR: This paper provides a comprehensive survey on the smart grid-driven approaches in energy-efficient communications and data centers, and the interaction between smart grid and information and communication infrastructures.
Journal ArticleDOI

Economics of Electric Vehicle Charging: A Game Theoretic Approach

TL;DR: It is shown that the proposed game possesses a socially optimal Stackelberg equilibrium in which the grid optimizes its price while the PEVGs choose their equilibrium strategies, and a distributed algorithm that enables thePEVGs and the smart grid to reach this equilibrium is proposed and assessed by extensive simulations.
Posted Content

Economics of Electric Vehicle Charging: A Game Theoretic Approach

TL;DR: In this paper, the problem of grid-to-vehicle energy exchange between a smart grid and plug-in electric vehicle groups (PEVGs) is studied using a non-cooperative Stackelberg game.
Journal ArticleDOI

Convex Relaxation for Optimal Power Flow Problem: Mesh Networks

TL;DR: In this article, a convex relaxation based on semidefinite programming (SDP) is shown to find a global solution of OPF for IEEE benchmark systems, and moreover this technique is guaranteed to work over acyclic (distribution) networks.
Journal ArticleDOI

Review of recent trends in optimization techniques for plug-in hybrid, and electric vehicle charging infrastructures

TL;DR: In this paper, the literature bearing on the use of optimization methods for charging infrastructure is considered, and the authors present a review study of the literature related to the optimization of EV charging infrastructure.
References
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Journal ArticleDOI

A review of selected optimal power flow literature to 1993. I. Nonlinear and quadratic programming approaches

TL;DR: In this paper, a review of literature on optimal power flow tracing progress in this area over from 1962-93 is presented. Part I deals with the application of nonlinear and quadratic programming.
Journal ArticleDOI

A review of selected optimal power flow literature to 1993. II. Newton, linear programming and interior point methods

TL;DR: A survey of literature on optimal power flow from 1968-93 can be found in this article, where Newton-based, linear programming, and interior point methods of solution are considered.
Proceedings ArticleDOI

Smart grid design for efficient and flexible power networks operation and control

TL;DR: In this article, the authors present a special case for the development of Dynamic Stochastic Optimal Power Flow (DSOPF) technology as a tool needed in Smart Grid design.
Proceedings ArticleDOI

MATPOWER's extensible optimal power flow architecture

TL;DR: This paper describes the optimal power flow (OPF) architecture implemented in MATPOWER, an open-source Mat-lab power system simulation package, which utilizes an extensible architecture that allows the user to easily add new variables, constraints and costs to the standard OPF problem formulation while preserving the structure needed to use pre-compiled solvers.
Journal ArticleDOI

Environmental assessment of plug-in hybrid electric vehicles using naturalistic drive cycles and vehicle travel patterns: A Michigan case study

TL;DR: In this paper, the authors proposed a novel PHEV energy consumption modeling approach and compared it to a second approach from the literature, each using actual trip patterns from the 2009 National Household Travel Survey (NHTS).
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