DocumentCode :
3385828
Title :
Intelligent electric vehicle heuristic for Energy Resource Management using Simulated Annealing
Author :
Sousa, T. ; Pinto, Tiago ; Morais, H. ; Vale, Zita
Author_Institution :
GECAD - Knowledge Eng. & Decision Support Res. Center of the Sch. of Eng., Polytech. of Porto (ISEP/IPP), Porto, Portugal
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
1
Lastpage :
8
Abstract :
The smart grid concept appears as a suitable solution to guarantee the power system operation in the new electricity paradigm with electricity markets and integration of large amounts of Distributed Energy Resources (DERs). Virtual Power Player (VPP) will have a significant importance in the management of a smart grid. In the context of this new paradigm, Electric Vehicles (EVs) rise as a good available resource to be used as a DER by a VPP. This paper presents the application of the Simulated Annealing (SA) technique to solve the Energy Resource Management (ERM) of a VPP. It is also presented a new heuristic approach to intelligently handle the charge and discharge of the EVs. This heuristic process is incorporated in the SA technique, in order to improve the results of the ERM. The case study shows the results of the ERM for a 33-bus distribution network with three different EVs penetration levels, i. e., with 1000, 2000 and 3000 EVs. The results of the proposed adaptation of the SA technique are compared with a previous SA version and a deterministic technique.
Keywords :
distribution networks; electric vehicles; energy management systems; power markets; simulated annealing; smart power grids; 33-bus distribution network; distributed energy resources; electricity markets; energy resource management; intelligent electric vehicle heuristic; power system operation; simulated annealing; smart grid; virtual power player; Discharges (electric); Electric vehicles; Energy resources; Partial discharges; Reactive power; Resource management; Simulated annealing; Energy Resource Management; Heuristic Approach; Simulated Annealing; Vehicle-to-Grid; Virtual Power Player;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on
Conference_Location :
Berlin
ISSN :
2165-4816
Print_ISBN :
978-1-4673-2595-0
Electronic_ISBN :
2165-4816
Type :
conf
DOI :
10.1109/ISGTEurope.2012.6465762
Filename :
6465762
Link To Document :
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