The influence of weather regimes on European renewable energy production and demand

The growing share of variable renewable energy increases the meteorological sensitivity of power systems. This study investigates if large-scale weather regimes capture the influence of meteorological variability on the European energy sector. For each weather regime, the associated changes to winte...

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Main Authors: van der Wiel, Karin, Bloomfield, Hannah, Lee, Robert W, Stoop, Laurens, Blackport, Russell, Screen, James, Selten, Frank M
Other Authors: Sub Algorithmic Data Analysis, Algorithmic Data Analysis
Format: Article in Journal/Newspaper
Language:English
Published: 2019
Subjects:
Online Access:https://dspace.library.uu.nl/handle/1874/385454
id ftunivutrecht:oai:dspace.library.uu.nl:1874/385454
record_format openpolar
spelling ftunivutrecht:oai:dspace.library.uu.nl:1874/385454 2023-12-03T10:27:02+01:00 The influence of weather regimes on European renewable energy production and demand van der Wiel, Karin Bloomfield, Hannah Lee, Robert W Stoop, Laurens Blackport, Russell Screen, James Selten, Frank M Sub Algorithmic Data Analysis Algorithmic Data Analysis 2019-09-06 image/pdf https://dspace.library.uu.nl/handle/1874/385454 en eng 1748-9326 https://dspace.library.uu.nl/handle/1874/385454 info:eu-repo/semantics/OpenAccess energy meteorology energy transition renewable energy weather regimes wind energy solar energy energy demand Article 2019 ftunivutrecht 2023-11-08T23:15:19Z The growing share of variable renewable energy increases the meteorological sensitivity of power systems. This study investigates if large-scale weather regimes capture the influence of meteorological variability on the European energy sector. For each weather regime, the associated changes to wintertime—mean and extreme—wind and solar power production, temperature-driven energy demand and energy shortfall (residual load) are explored. Days with a blocked circulation pattern, i.e. the 'Scandinavian Blocking' and 'North Atlantic Oscillation negative' regimes, on average have lower than normal renewable power production, higher than normal energy demand and therefore, higher than normal energy shortfall. These average effects hide large variability of energy parameters within each weather regime. Though the risk of extreme high energy shortfall events increases in the two blocked regimes (by a factor of 1.5 and 2.0, respectively), it is shown that such events occur in all regimes. Extreme high energy shortfall events are the result of rare circulation types and smaller-scale features, rather than extreme magnitudes of common large-scale circulation types. In fact, these events resemble each other more strongly than their respective weather regime mean pattern. For (sub-)seasonal forecasting applications weather regimes may be of use for the energy sector. At shorter lead times or for more detailed system analyses, their ineffectiveness at characterising extreme events limits their potential. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Utrecht University Repository
institution Open Polar
collection Utrecht University Repository
op_collection_id ftunivutrecht
language English
topic energy meteorology
energy transition
renewable energy
weather regimes
wind energy
solar energy
energy demand
spellingShingle energy meteorology
energy transition
renewable energy
weather regimes
wind energy
solar energy
energy demand
van der Wiel, Karin
Bloomfield, Hannah
Lee, Robert W
Stoop, Laurens
Blackport, Russell
Screen, James
Selten, Frank M
The influence of weather regimes on European renewable energy production and demand
topic_facet energy meteorology
energy transition
renewable energy
weather regimes
wind energy
solar energy
energy demand
description The growing share of variable renewable energy increases the meteorological sensitivity of power systems. This study investigates if large-scale weather regimes capture the influence of meteorological variability on the European energy sector. For each weather regime, the associated changes to wintertime—mean and extreme—wind and solar power production, temperature-driven energy demand and energy shortfall (residual load) are explored. Days with a blocked circulation pattern, i.e. the 'Scandinavian Blocking' and 'North Atlantic Oscillation negative' regimes, on average have lower than normal renewable power production, higher than normal energy demand and therefore, higher than normal energy shortfall. These average effects hide large variability of energy parameters within each weather regime. Though the risk of extreme high energy shortfall events increases in the two blocked regimes (by a factor of 1.5 and 2.0, respectively), it is shown that such events occur in all regimes. Extreme high energy shortfall events are the result of rare circulation types and smaller-scale features, rather than extreme magnitudes of common large-scale circulation types. In fact, these events resemble each other more strongly than their respective weather regime mean pattern. For (sub-)seasonal forecasting applications weather regimes may be of use for the energy sector. At shorter lead times or for more detailed system analyses, their ineffectiveness at characterising extreme events limits their potential.
author2 Sub Algorithmic Data Analysis
Algorithmic Data Analysis
format Article in Journal/Newspaper
author van der Wiel, Karin
Bloomfield, Hannah
Lee, Robert W
Stoop, Laurens
Blackport, Russell
Screen, James
Selten, Frank M
author_facet van der Wiel, Karin
Bloomfield, Hannah
Lee, Robert W
Stoop, Laurens
Blackport, Russell
Screen, James
Selten, Frank M
author_sort van der Wiel, Karin
title The influence of weather regimes on European renewable energy production and demand
title_short The influence of weather regimes on European renewable energy production and demand
title_full The influence of weather regimes on European renewable energy production and demand
title_fullStr The influence of weather regimes on European renewable energy production and demand
title_full_unstemmed The influence of weather regimes on European renewable energy production and demand
title_sort influence of weather regimes on european renewable energy production and demand
publishDate 2019
url https://dspace.library.uu.nl/handle/1874/385454
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_relation 1748-9326
https://dspace.library.uu.nl/handle/1874/385454
op_rights info:eu-repo/semantics/OpenAccess
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