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Aggregation of Consumers and Producers in a Community with different Clustering Methods

descriptionPublicationkeyboard_double_arrow_right Conference object , Other literature type , Article 01 Jan 2019 Portugal English Publisher:ZenodoJournal:DREAM-GO 4th Whorshop - Demand response approaches for real-time renewable energy integrationFunded by:EC | DREAM-GO

Authors: Silva, Cátia; Faria, Pedro; Vale, Zita; Starzacher, Nikolaus;

doi: 10.5281/zenodo.2672880 , 10.5281/zenodo.2672879

handle: 10400.22/17092

Aggregation of Consumers and Producers in a Community with different Clustering Methods

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Abstract

The consumer concept is shaping up as the grid is improving to a smart way. Moving from an actor with little information about what was happening in the energy market, to player with an active and important role in its management. The term prosumer will revolutionize the way the electrical system operates. The possibility of the participation of distributed small-scale energy resources in the network infrastructure changes the current management model. The authors propose a model that optimally associates all concepts. Scheduling, aggregation and compensation are the main phases that compose this model. In this paper, the author focusses only on the second, being the main goal compare between being a consumer, a producer or a prosumer in this method. In this way, two partitional clustering methods were used, testing different k clusters.

CONTEST Project (P2020- 23575) and UID/EEA/00760/2019 funded by FEDER Funds through COMPETE program and by National Funds through FCT.

Country

Portugal

Related Organizations

Polytechnic Institute of Porto
Portugal

Keywords

Aggregation, Energy market, Smart grid, Market, Clustering, Prosumers

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