Balancing energy flexibilities through aggregation

Emmanouil Valsomatzis; Katja Hose; Torben Bach Pedersen

doi:10.1007/978-3-319-13290-7_2

Balancing energy flexibilities through aggregation

Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

5 Citations (Scopus)

488 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 language	English
Title of host publication	Data Analytics for Renewable Energy Integration : Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers
Editors	Wei Lee Wonn, Zeyar Aung, Stuart Madnick
Number of pages	21
Volume	8817
Publisher	Springer Publishing Company
Publication date	21 Nov 2014
Pages	17-37
ISBN (Print)	978-3-319-13289-1
ISBN (Electronic)	978-3-319-13290-7
DOIs	https://doi.org/10.1007/978-3-319-13290-7_2
Publication status	Published - 21 Nov 2014
Event	Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 - Centre Prouvé, Nancy, France Duration: 19 Sept 2014 → … Conference number: Second

Workshop

Workshop	Data Analytics for Renewable Energy Integration
Number	Second
Location	Centre Prouvé
Country/Territory	France
City	Nancy
Period	19/09/2014 → …

Series	Lecture Notes in Computer Science
ISSN	0302-9743

Keywords

Energy data management
Energy flexibility
Flex-offers
Balance aggregation

Access to Document

10.1007/978-3-319-13290-7_2

Balancing Energy Flexibilities through AggregationAccepted author manuscript, 1.61 MBLicence: Unspecified

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Totalflex
Skou, A., Pedersen, T. B., Bak-Jensen, B., Kjeldskov, J., Skov, M. B. & Werning Uhrenholt, R.
ForskEL
01/01/2012 → 31/12/2016
Project: Research

Cite this

Valsomatzis, E., Hose, K., & Pedersen, T. B. (2014). Balancing energy flexibilities through aggregation. In W. L. Wonn, Z. Aung, & S. Madnick (Eds.), Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers (Vol. 8817, pp. 17-37). Springer Publishing Company. https://doi.org/10.1007/978-3-319-13290-7_2

Valsomatzis, Emmanouil ; Hose, Katja ; Pedersen, Torben Bach. / Balancing energy flexibilities through aggregation. Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers. editor / Wei Lee Wonn ; Zeyar Aung ; Stuart Madnick. Vol. 8817 Springer Publishing Company, 2014. pp. 17-37 (Lecture Notes in Computer Science).

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title = "Balancing energy flexibilities through aggregation",

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.",

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Valsomatzis, E, Hose, K & Pedersen, TB 2014, Balancing energy flexibilities through aggregation. in WL Wonn, Z Aung & S Madnick (eds), Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers. vol. 8817, Springer Publishing Company, Lecture Notes in Computer Science, pp. 17-37, Data Analytics for Renewable Energy Integration, Nancy, France, 19/09/2014. https://doi.org/10.1007/978-3-319-13290-7_2

Balancing energy flexibilities through aggregation. / Valsomatzis, Emmanouil; Hose, Katja ; Pedersen, Torben Bach.
Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers. ed. / Wei Lee Wonn; Zeyar Aung; Stuart Madnick. Vol. 8817 Springer Publishing Company, 2014. p. 17-37 (Lecture Notes in Computer Science).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Balancing energy flexibilities through aggregation

AU - Valsomatzis, Emmanouil

AU - Hose, Katja

AU - Pedersen, Torben Bach

N1 - Conference code: Second

PY - 2014/11/21

Y1 - 2014/11/21

N2 - 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.

AB - 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.

KW - Energy data management

KW - Energy flexibility

KW - Flex-offers

KW - Balance aggregation

U2 - 10.1007/978-3-319-13290-7_2

DO - 10.1007/978-3-319-13290-7_2

M3 - Article in proceeding

SN - 978-3-319-13289-1

VL - 8817

T3 - Lecture Notes in Computer Science

SP - 17

EP - 37

BT - Data Analytics for Renewable Energy Integration

A2 - Wonn, Wei Lee

A2 - Aung, Zeyar

A2 - Madnick, Stuart

PB - Springer Publishing Company

T2 - Data Analytics for Renewable Energy Integration

Y2 - 19 September 2014

ER -

Valsomatzis E, Hose K , Pedersen TB. Balancing energy flexibilities through aggregation. In Wonn WL, Aung Z, Madnick S, editors, Data Analytics for Renewable Energy Integration: Second ECML PKDD Workshop, DARE 2014 Nancy, France, September 19, 2014 Revised Selected Papers. Vol. 8817. Springer Publishing Company. 2014. p. 17-37. (Lecture Notes in Computer Science). doi: 10.1007/978-3-319-13290-7_2

Balancing energy flexibilities through aggregation

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