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Title: | Multi-objective Metaheuristics’ Challenges in the Optimization of Microgrids Planning and Management | Authors: | Salgueiro, Yamisleydi Rivera, Marco NAPOLES RUIZ, Gonzalo |
Issue Date: | 2019 | Publisher: | IEEE | Source: | 2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), IEEE | Abstract: | Microgrids are essentially an aggregation concept in low-voltage grids with a high penetration of renewable energy sources. During the last years, we observed a rise in the use of multi-objective metaheuristics in the optimization of microgrids' planning and operation. In this paper, we survey the technical elements of multi-objective metaheuristics, essential for the construction of robust solutions and often ignored by researchers. We identified the main problems of the multi-objective metaheuristics applications in the microgrids' planning and management, and provide explanatory comments and recommendations based on experimental studies and previous works. Additionally, we offer suggestions for comparisons between multi-objective metaheuris-tics. This work serves as a guide for researchers in the area and will allow obtaining increasingly robust solutions. | Keywords: | Microgrid;Multi-objective Optimization;P- metaheuristics;Renewable Energy | Document URI: | http://hdl.handle.net/1942/30514 | Link to publication/dataset: | https://ieeexplore.ieee.org/document/8986864 | ISBN: | 9781728131856 | DOI: | 10.1109/CHILECON47746.2019.8986864 | ISI #: | WOS:000542919100008 | Rights: | Copyright 2020 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions. | Category: | C1 | Type: | Proceedings Paper | Validations: | ecoom 2021 vabb 2022 |
Appears in Collections: | Research publications |
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