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Publicação
Intelligent energy resource management considering vehicle-to-grid: A simulated annealing approach
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Orientador(es)
Resumo(s)
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.
Descrição
Palavras-chave
Distributed generation Energy resource management Simulated annealing Smart grid Vehicle-to-grid (V2G) Virtual power player (VPP)
Contexto Educativo
Citação
Editora
IEEE