Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/1342
Título: Intelligent electric vehicle heuristic for energy resource management using simulated annealing
Autor: Sousa, Tiago
Pinto, Tiago
Morais, H.
Vale, Zita
Palavras-chave: Energy resource management
Heuristic approach
Simulated annealing
Vehicle-to-Grid
Virtual power player
Data: 2012
Editora: IEEE
Resumo: 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.
URI: http://hdl.handle.net/10400.22/1342
ISBN: 978-1-4673-2596-7
978-1-4673-2595-0
ISSN: 2165-4816
Versão do Editor: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6465762
Aparece nas colecções:ISEP – GECAD – Comunicações em eventos científicos

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