Aarhus Universitets segl

Santiago Gil Arboleda

A Fuzzy-Based Multi-agent Model to Control the Micro-grid Operation Based on Energy Market Dynamics

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  • Santiago Gil Arboleda
  • Oscar M. Salazar, Universidad Nacional de Colombia
  • ,
  • Demetrio A. Ovalle, Universidad Nacional de Colombia

The concept of distributed generation and renewable energy has increased the need for using Smartgrids which are electric micro-grids having intelligent characteristics that provide autonomy to the system not only to improve their operation but also to make it easier for users their management. The aim of this paper is to propose a fuzzy-based Multi-Agent Model to control a micro-grid by determining optimal operation states based on real-time process conditions and energy market dynamics. The Prometheus methodology is used for the MAS architecture design and development. The implementation of the system is carried out using Java, the JADE framework and the JFuzzyLogic library. Based on the proposed fuzzy MAS model, a prototype was implemented and validated through a case study. Results obtained demonstrate the effectiveness of this approach to automatically manage the states of a micro-grid when connected to external grid in a dynamic energy market environment. It is also possible to extend this application for different micro-grid applications involving other power generation, storage, and consumption capabilities.

OriginalsprogEngelsk
TitelHighlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection : International Workshops of PAAMS 2018, Toledo, Spain, June 20–22, 2018, Proceedings
RedaktørerJavier Bajo, Juan M. Corchado, Elena María Navarro Martínez, Eneko Osaba Icedo, Philippe Mathieu, Patrycja Hoffa-Dąbrowska, Elena del Val, Sylvain Giroux, Antonio J.M. Castro, Nayat Sánchez-Pi, Vicente Julián, Ricardo Azambuja Silveira, Alberto Fernández, Rainer Unland, Rubén Fuentes-Fernández
Antal sider13
ForlagSpringer
Udgivelsesår20 jun. 2018
Sider299-311
ISBN (trykt)978-3-319-94778-5
ISBN (Elektronisk)978-3-319-94779-2
DOI
StatusUdgivet - 20 jun. 2018
Eksternt udgivetJa
Begivenhed16th International Conference on Practical Applications of Agents and Multi-Agent Systems - Toledo, Spanien
Varighed: 20 jun. 201822 jun. 2018

Konference

Konference16th International Conference on Practical Applications of Agents and Multi-Agent Systems
LandSpanien
ByToledo
Periode20/06/201822/06/2018
SerietitelCommunications in Computer and Information Science
Vol/bind887
ISSN1865-0929

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