Variability and smoothing effect of wind power production compared to load variability in the Nordic countries

Hannele Holttinen, Simo Rissanen, G. Giebel, X. Larsen, A.-L. Løvholm, E. Berge

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Abstract

This paper analyses the variability of load, wind power production and their combination in the Nordic countries during 2009-11, based on real data measured from large-scale wind power. The results show that wind and load variations are not correlated between the countries, which is beneficial from the viewpoint of wind integration. The smoothing effect is shown as reduction of variability from a single country to Nordic wide wind power. The impact of wind power on the variability that the system sees is depicted by analysing the variability of net load with different wind power penetration levels. The timing of ramps, and occurrence of high wind and low load are studied. With current wind penetration, low production levels (2-5 % of installed wind power) can occur in a single country during peak loads, but in the Nordic region the production during peak loads does not fall to so low levels (minimum 14 % during 10 highest peaks)
Original languageEnglish
Title of host publicationProceedings
Subtitle of host publication11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal
PublisherEnergynautics GmbH
ISBN (Print)978-3-9813870-5-6
Publication statusPublished - 2012
MoE publication typeB3 Non-refereed article in conference proceedings
Event12th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Farms, WIW13 - London, United Kingdom
Duration: 22 Oct 201324 Oct 2013
Conference number: 12

Conference

Conference12th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Farms, WIW13
Abbreviated titleWIW13
CountryUnited Kingdom
CityLondon
Period22/10/1324/10/13

Fingerprint

Wind power

Keywords

  • Wind integration
  • reserve allocation
  • power system operations
  • wind power

Cite this

Holttinen, H., Rissanen, S., Giebel, G., Larsen, X., Løvholm, A-L., & Berge, E. (2012). Variability and smoothing effect of wind power production compared to load variability in the Nordic countries. In Proceedings: 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal Energynautics GmbH.
Holttinen, Hannele ; Rissanen, Simo ; Giebel, G. ; Larsen, X. ; Løvholm, A.-L. ; Berge, E. / Variability and smoothing effect of wind power production compared to load variability in the Nordic countries. Proceedings: 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal. Energynautics GmbH, 2012.
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title = "Variability and smoothing effect of wind power production compared to load variability in the Nordic countries",
abstract = "This paper analyses the variability of load, wind power production and their combination in the Nordic countries during 2009-11, based on real data measured from large-scale wind power. The results show that wind and load variations are not correlated between the countries, which is beneficial from the viewpoint of wind integration. The smoothing effect is shown as reduction of variability from a single country to Nordic wide wind power. The impact of wind power on the variability that the system sees is depicted by analysing the variability of net load with different wind power penetration levels. The timing of ramps, and occurrence of high wind and low load are studied. With current wind penetration, low production levels (2-5 {\%} of installed wind power) can occur in a single country during peak loads, but in the Nordic region the production during peak loads does not fall to so low levels (minimum 14 {\%} during 10 highest peaks)",
keywords = "Wind integration, reserve allocation, power system operations, wind power",
author = "Hannele Holttinen and Simo Rissanen and G. Giebel and X. Larsen and A.-L. L{\o}vholm and E. Berge",
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Holttinen, H, Rissanen, S, Giebel, G, Larsen, X, Løvholm, A-L & Berge, E 2012, Variability and smoothing effect of wind power production compared to load variability in the Nordic countries. in Proceedings: 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal. Energynautics GmbH, 12th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Farms, WIW13, London, United Kingdom, 22/10/13.

Variability and smoothing effect of wind power production compared to load variability in the Nordic countries. / Holttinen, Hannele; Rissanen, Simo; Giebel, G.; Larsen, X.; Løvholm, A.-L.; Berge, E.

Proceedings: 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal. Energynautics GmbH, 2012.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

TY - GEN

T1 - Variability and smoothing effect of wind power production compared to load variability in the Nordic countries

AU - Holttinen, Hannele

AU - Rissanen, Simo

AU - Giebel, G.

AU - Larsen, X.

AU - Løvholm, A.-L.

AU - Berge, E.

N1 - Project code: 79650

PY - 2012

Y1 - 2012

N2 - This paper analyses the variability of load, wind power production and their combination in the Nordic countries during 2009-11, based on real data measured from large-scale wind power. The results show that wind and load variations are not correlated between the countries, which is beneficial from the viewpoint of wind integration. The smoothing effect is shown as reduction of variability from a single country to Nordic wide wind power. The impact of wind power on the variability that the system sees is depicted by analysing the variability of net load with different wind power penetration levels. The timing of ramps, and occurrence of high wind and low load are studied. With current wind penetration, low production levels (2-5 % of installed wind power) can occur in a single country during peak loads, but in the Nordic region the production during peak loads does not fall to so low levels (minimum 14 % during 10 highest peaks)

AB - This paper analyses the variability of load, wind power production and their combination in the Nordic countries during 2009-11, based on real data measured from large-scale wind power. The results show that wind and load variations are not correlated between the countries, which is beneficial from the viewpoint of wind integration. The smoothing effect is shown as reduction of variability from a single country to Nordic wide wind power. The impact of wind power on the variability that the system sees is depicted by analysing the variability of net load with different wind power penetration levels. The timing of ramps, and occurrence of high wind and low load are studied. With current wind penetration, low production levels (2-5 % of installed wind power) can occur in a single country during peak loads, but in the Nordic region the production during peak loads does not fall to so low levels (minimum 14 % during 10 highest peaks)

KW - Wind integration

KW - reserve allocation

KW - power system operations

KW - wind power

M3 - Conference article in proceedings

SN - 978-3-9813870-5-6

BT - Proceedings

PB - Energynautics GmbH

ER -

Holttinen H, Rissanen S, Giebel G, Larsen X, Løvholm A-L, Berge E. Variability and smoothing effect of wind power production compared to load variability in the Nordic countries. In Proceedings: 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants : 13-15 November 2012, Lisbon, Portugal. Energynautics GmbH. 2012