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A smart pool search matheuristic for solving a multi-objective microgrid storage planning problem

delete2016-12-01
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V
Vitor N. Coelho *
I
Igor Machado Coelho
B
Bruno N. Coelho
M
Marcone Jamilson Freitas Souza
H
Haroldo Santos Gambini
N
Nenad Mladenović
F
Frederico Gadelha Guimarães
DOI:10.1016/j.egypro.2016.11.288delete
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Abstract

Abstract

En 中文
In this paper, a multi-objective power dispatching problem that uses Plug-in Electric Vehicle (PEV) as storage units is considered. The problem involves several PEVs and a microgrid community, composed of small houses, residential areas, and different Renewable Energy Resources. Three different objectives are considered: microgrid total costs; usage of PEV batteries and maximum grid peak load. In order to find sets of non-dominated solutions, a matheuristic black box solves several Mixed Integer Linear Programming (MILP) subproblems. We improve a previously developed MILP model and design a new multi-objective matheuristic including new problem initialization mechanisms.
Keywords:
Microgrids
Power dispatching
Energy storage management
Matheuristic
Mixed-Integer Linear Programming
Multiobjetive optimization
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Journal

R
Renewable Energy Integration with Mini and Microgrid
IF:
0
Papers:
40
Citations:
0

Organization

C
centre national de la recherche scientifique (cnrs)
Scholars:
24.5W
Papers: 18.2W
Citations: 279
S
serbian academy of sciences & arts
Scholars:
564
Papers: 723
Citations: 0
U
Universidade Federal de Minas Gerais
Scholars:
2.5W
Papers: 1.5W
Citations: 1.4W
Universidade do Estado do Rio de Janeiro cover
Universidade do Estado do Rio de Janeiro
Scholars:
8.7K
Papers: 6.2K
Citations: 3.6K
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