Wind Energy and Ireland: Could forecasting errors lead to a flawed market?

Michael McDonald, Thomas Woolmington, Keith Sunderland

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper explores wind energy forecasting consistency by considering the error benchmarks associated with the generation output of a small wind farm in comparison to the national forecasting as provided by Eirgrid, the Irish TSO. This percentage error analysis will contrast the predicted (Eirgrid) capacity and actual wind energy output observations (Wind farm) and postulations that consider alternative prediction metrics are discussed. The findings suggest that in monthly like for like comparisons over a twelve month period, total MWh percentage errors of -0.36% and 5.7% are observed respectively for the actual generation and the forecasted prediction, when a monthly averaged window is considered. However if one considers higher frequency observations, such as those available through Eirgrid (15 minute periods), a mean absolute error of 28.5% is evident for the national wind generation capacity over the course of the same year. In the context of the proposed Irish wholesale and integrated single electricity market (I-SEM), an error of this magnitude could have severe financial implications for the wind energy sector; particularly if wind is to become the primary component of the future Irish energy mix.

Original languageEnglish
Title of host publicationProceedings - 2015 50th International Universities Power Engineering Conference, UPEC 2015
PublisherIEEE Computer Society
ISBN (Electronic)9781467396820
DOIs
Publication statusPublished - 30 Nov 2015
Event50th International Universities Power Engineering Conference, UPEC 2015 - Stoke-on-Trent, United Kingdom
Duration: 1 Sep 20154 Sep 2015

Publication series

NameProceedings of the Universities Power Engineering Conference
Volume2015-November

Conference

Conference50th International Universities Power Engineering Conference, UPEC 2015
Country/TerritoryUnited Kingdom
CityStoke-on-Trent
Period1/09/154/09/15

Keywords

  • Forecasting
  • Percentage Error
  • Wind Energy

Fingerprint

Dive into the research topics of 'Wind Energy and Ireland: Could forecasting errors lead to a flawed market?'. Together they form a unique fingerprint.

Cite this