A Smart Pool Search Matheuristic for Solving a Multi-objective Microgrid Storage Planning Problem

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• 作者：Vitor N. Coelho^a ; ^b ; ¹ ; ^{vncoelho@ufmg.br} ; ^{vncoelho@gmail.com} ; Igor M. Coelho^b ; ^c ; Bruno N. Coelho^b ; Marcone J.F. Souza^d ; Haroldo Gambini^d ; N. Mladenović^e ; ^f ; Frederico G. Guimarã ; es^g
• 关键词：Microgrids ; Power dispatching ; Energy storage management ; Matheuristic ; Mixed-Integer Linear Programming ; Multi-objetive optimization
• 刊名：Energy Procedia
• 出版年：2016
• 出版时间：December 2016
• 年：2016
• 卷：103
• 期：Complete
• 页码：292-297
• 全文大小：492 K
• 卷排序：103

文摘

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.