Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/1345
Título: Intelligent energy resource management considering vehicle-to-grid: A simulated annealing approach
Autor: Sousa, Tiago
Morais, H.
Vale, Zita
Faria, Pedro
Soares, João
Palavras-chave: Distributed generation
Energy resource management
Simulated annealing
Smart grid
Vehicle-to-grid (V2G)
Virtual power player (VPP)
Data: 2012
Editora: IEEE
Relatório da Série N.º: IEEE Transactions on Smart Grid; Vol. 3, Issue 1
Resumo: This paper proposes a simulated annealing (SA) approach to address energy resources management from the point of view of a virtual power player (VPP) operating in a smart grid. Distributed generation, demand response, and gridable vehicles are intelligently managed on a multiperiod basis according to V2G user´s profiles and requirements. Apart from using the aggregated resources, the VPP can also purchase additional energy from a set of external suppliers. The paper includes a case study for a 33 bus distribution network with 66 generators, 32 loads, and 1000 gridable vehicles. The results of the SA approach are compared with a methodology based on mixed-integer nonlinear programming. A variation of this method, using ac load flow, is also used and the results are compared with the SA solution using network simulation. The proposed SA approach proved to be able to obtain good solutions in low execution times, providing VPPs with suitable decision support for the management of a large number of distributed resources.
URI: http://hdl.handle.net/10400.22/1345
ISSN: 1949-3053
Versão do Editor: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6096428
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