Authors: | Coelho, Vitor Coelho, Igor Coelho, Bruno Souza, Marcone J.F. Gambini, Haroldo Mladenović, Nenad Guimarães, Frederico |
Title: | A Smart Pool Search Matheuristic for Solving a Multi-objective Microgrid Storage Planning Problem | Journal: | Energy Procedia | Volume: | 103 | First page: | 292 | Last page: | 297 | Issue Date: | 1-Dec-2016 | ISSN: | 1876-6102 | DOI: | 10.1016/j.egypro.2016.11.288 | Abstract: | 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: | Energy storage management | Matheuristic | Microgrids | Mixed-Integer Linear Programming | Multi-objetive optimization | Power dispatching | Publisher: | Elsevier | Project: | CAPES, CNPq (grants 305506/2010-2, 552289/2011-6, 306694/2013-1 and 312276/2013-3) FAPEMIG (grant PPM CEX 772-15) |
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