Abstract

With the development of smart grid and the increase of global resident Plug-In Electric Vehicle (PEV) market in the near future, the interaction between limited distribution grid capacity and uncontrollable PEV charging loads can lead to violations of local grid restrictions. And the proper model charging scheduling mechanism is the key to assess and satisfy various resident charging requirements and help in optimizing utility utilization. In this paper, the distribution grid profile model with PEV charging power is firstly constructed for the purpose of studying resident PEV charging impact on the distribution grid. To better reflect the actual impact of PEVs, we use real data on driving behaviors, vehicle characteristics, and electricity loads to generate our model. Furthermore, an improved queuing-theory-based scheduling mechanism is proposed, the distribution grid communication structure and the algorithm are illustrated, and computer simulations are demonstrated to verify their performance. The results show that the proposed scheduling mechanism will enhance the distribution grid flexibility to meet various charging requirements while maximizing the grid capacity.

Highlights

  • The smart grid represents a new paradigm in electrical power distribution and management

  • In order to maximize the grid utilization to support the future growth of Plug-In Electric Vehicle (PEV) market without investing heavily in upgrading existing grid capacity, the PEV charging activity scheduling mechanism should be developed

  • Solar panel charging requirements brought by the increasing penetration of PEVs, this paper proposes an improved queuing-theorybased dynamic scheduling algorithm that assigns each PEV with different priority levels, with which the schedule queue can be considered as a soft real-time system comprising mainly aperiodic tasks [25, 26]

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Summary

Introduction

The smart grid represents a new paradigm in electrical power distribution and management. A number of papers in this field have established the benefits of optimizing PEV charging activities, the PEV charging model in the smart grid has not been practically and clearly demonstrated; the real-time impact of PEVs on the distribution grid has yet to be fully explored. This paper proposed a resident PEV charging model based on the driving data from National Household Travel Survey (NHTS), 2009 [16]. Based on the model this paper illustrates the communication structure of the distribution grid, and an improved queuing-theory-based scheduling algorithm is proposed, which would work to coordinate PEVs charging activity with the consideration of both distribution grid safety and the various PEV charging requirements.

PEV Charging Activity Analysis and Modeling
PEV Charging Activity Scheduling Mechanism
Computer Simulation
Conclusions
Full Text
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