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Erschienen in: Soft Computing 15/2019

13.06.2018 | Methodologies and Application

Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm

verfasst von: C. Camacho-Gómez, S. Jiménez-Fernández, R. Mallol-Poyato, Javier Del Ser, S. Salcedo-Sanz

Erschienen in: Soft Computing | Ausgabe 15/2019

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Abstract

In this paper, we tackle the joint optimization of the network topology and the optimal location of distributed renewable energy resources in a Microgrid (MG). The MG network topology optimization problem is focused on obtaining network deployments with minimal cost, whereas the location of distributed renewable generation is associated with the minimization of the electricity losses in the MG lines. In order to solve this joint optimization problem, we analyze the efficiency of the Harmony Search (HS), a novel meta-heuristic solver inspired by the music improvisation procedure observed in jazz bands. We consider two different approaches, the first one is a single-objective formulation of the problem, where the classical HS is applied with some adaptations. The second approach is to consider a multi-objective version of the HS algorithm, able to evolve a whole family of solutions in a Pareto front. Both approaches have been tested on two small-sized MGs: an 8 node MG and a 12 node MG, and results have been compared to an 8 node and a 12 node baseline scenario, respectively, obtaining improvements of up to 42%.

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Fußnoten
1
“Reglamento Electrotécnico para Baja Tensión. ITC-07. Redes Subterráneas de Distribución en Baja Tensión,” Spanish Ministry of Science and Technology (Ministerio de Ciencia y Tecnología), http://​www.​f2i2.​net/​documentos/​lsi/​rbt/​ITC_​BT_​07.​pdf, 2002. Last access: (April 2018).
 
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Metadaten
Titel
Optimal design of Microgrid’s network topology and location of the distributed renewable energy resources using the Harmony Search algorithm
verfasst von
C. Camacho-Gómez
S. Jiménez-Fernández
R. Mallol-Poyato
Javier Del Ser
S. Salcedo-Sanz
Publikationsdatum
13.06.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 15/2019
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3300-0

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