Balancing energy flexibilities through aggregation

Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

5 Citations (Scopus)
515 Downloads (Pure)

Abstract

One of the main goals of recent developments in the Smart Grid area is to increase the use of renewable energy sources. These sources are characterized by energy fluctuations that might lead to energy imbalances and congestions in the electricity grid. Exploiting inherent flexibilities, which exist in both energy production and consumption, is the key to solving these problems. Flexibilities can be expressed as flex-offers, which due to their high number need to be aggregated to reduce the complexity of energy scheduling. In this paper, we discuss balance aggregation techniques that already during aggregation aim at balancing flexibilities in production and consumption to reduce the probability of congestions and reduce the complexity of scheduling. We present results of our extensive experiments.
Original languageEnglish
Title of host publicationData Analytics for Renewable Energy Integration : Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers
EditorsWei Lee Wonn, Zeyar Aung, Stuart Madnick
Number of pages21
Volume8817
PublisherSpringer Publishing Company
Publication date21 Nov 2014
Pages17-37
ISBN (Print)978-3-319-13289-1
ISBN (Electronic)978-3-319-13290-7
DOIs
Publication statusPublished - 21 Nov 2014
EventData Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 - Centre Prouvé, Nancy, France
Duration: 19 Sept 2014 → …
Conference number: Second

Workshop

WorkshopData Analytics for Renewable Energy Integration
NumberSecond
LocationCentre Prouvé
Country/TerritoryFrance
CityNancy
Period19/09/2014 → …
SeriesLecture Notes in Computer Science
ISSN0302-9743

Keywords

  • Energy data management
  • Energy flexibility
  • Flex-offers
  • Balance aggregation

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