Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/5896
Título: Simulated Annealing Approach Applied to the Energy Resource Management Considering Demand Response for Electric Vehicle
Autor: Sousa, Tiago
Vale, Zita
Morais, Hugo
Palavras-chave: Demand Response
Electric Vehicle
Energy Resource Management
Simulated Annealing
Data: Jul-2013
Editora: ISAP
Relatório da Série N.º: ISAP;2013
Resumo: The aggregation and management of Distributed Energy Resources (DERs) by an Virtual Power Players (VPP) is an important task in a smart grid context. The Energy Resource Management (ERM) of theses DERs can become a hard and complex optimization problem. The large integration of several DERs, including Electric Vehicles (EVs), may lead to a scenario in which the VPP needs several hours to have a solution for the ERM problem. This is the reason why it is necessary to use metaheuristic methodologies to come up with a good solution with a reasonable amount of time. The presented paper proposes a Simulated Annealing (SA) approach to determine the ERM considering an intensive use of DERs, mainly EVs. In this paper, the possibility to apply Demand Response (DR) programs to the EVs is considered. Moreover, a trip reduce DR program is implemented. The SA methodology is tested on a 32-bus distribution network with 2000 EVs, and the SA results are compared with a deterministic technique and particle swarm optimization results.
URI: http://hdl.handle.net/10400.22/5896
Aparece nas colecções:ISEP – GECAD – Comunicações em eventos científicos

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