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Optimal scheduling methods to integrate plug-in electric vehicles with the power system : a review
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Yang, Zhile, Li, Kang, Foley, Aoife and Zhang, Cheng (2014) Optimal scheduling methods to integrate plug-in electric vehicles with the power system : a review. In: 19th IFAC World Congress, Cape Town, SA, 24-29 Aug 2014. Published in: IFAC Proceedings Volumes, 47 (3). pp. 8594-8603. doi:10.3182/20140824-6-ZA-1003.01804 ISSN 1474-6670.
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Official URL: http://dx.doi.org/10.3182/20140824-6-ZA-1003.01804
Abstract
The introduction of the Tesla in 2008 has demonstrated to the public of the potential of electric vehicles in terms of reducing fuel consumption and green-house gas from the transport sector. It has brought electric vehicles back into the spotlight worldwide at a moment when fossil fuel prices were reaching unexpected high due to increased demand and strong economic growth. The energy storage capabilities from of fleets of electric vehicles as well as the potentially random discharging and charging offers challenges to the grid in terms of operation and control. Optimal scheduling strategies are key to integrating large numbers of electric vehicles and the smart grid. In this paper, state-of-the-art optimization methods are reviewed on scheduling strategies for the grid integration with electric vehicles. The paper starts with a concise introduction to analytical charging strategies, followed by a review of a number of classical numerical optimization methods, including linear programming, non-linear programming, dynamic programming as well as some other means such as queuing theory. Meta-heuristic techniques are then discussed to deal with the complex, high-dimensional and multi-objective scheduling problem associated with stochastic charging and discharging of electric vehicles. Finally, future research directions are suggested.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||
Journal or Publication Title: | IFAC Proceedings Volumes | ||||
Publisher: | Elsevier | ||||
ISSN: | 1474-6670 | ||||
Official Date: | 25 April 2014 | ||||
Dates: |
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Volume: | 47 | ||||
Number: | 3 | ||||
Page Range: | pp. 8594-8603 | ||||
DOI: | 10.3182/20140824-6-ZA-1003.01804 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 19th IFAC World Congress | ||||
Type of Event: | Conference | ||||
Location of Event: | Cape Town, SA | ||||
Date(s) of Event: | 24-29 Aug 2014 |
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