A smart pool search matheuristic for solving a multi-objective microgrid storage planning problem
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 obje...
| Autores: | , , , , , , |
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| Tipo de recurso: | artículo |
| Estado: | Versión publicada |
| Fecha de publicación: | 2016 |
| País: | Brasil |
| Institución: | Universidade Federal de Minas Gerais (UFMG) |
| Repositorio: | Repositório Institucional da UFMG |
| Idioma: | inglés |
| OAI Identifier: | oai:repositorio.ufmg.br:1843/56922 |
| Acceso en línea: | https://doi.org/10.1016/j.egypro.2016.11.288 http://hdl.handle.net/1843/56922 https://orcid.org/0000-0001-9238-8839 |
| Access Level: | acceso abierto |
| Palabra clave: | Microgrids Power dispatching Energy storage management Matheuristic Mixed-Integer Linear Programming Multi-objetive optimization Engenharia elétrica Desenho elétrico |
| Sumario: | 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. |
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