A Protocol for Standardazing the performance evaluation of short term wind power prediction models - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Wind Engineering Année : 2005

A Protocol for Standardazing the performance evaluation of short term wind power prediction models

(1) , (2) , (2) , (1) , (3)
1
2
3

Résumé

Short-term wind power prediction is a primary requirement for efficient large-scale integration of wind generation in power systems and electricity markets. The choice of an appropriate prediction model among the numerous available models is not trivial, and has to be based on an objective evaluation of model performance.This paper proposes a standardized protocol for the evaluation of short-term wind-power prediction systems. A number of reference prediction models are also described, and their use for performance comparison is analysed. The use of the protocol is demonstrated, using results from both on-shore and offshore wind farms. The work was developed in the frame of the Anemos project (EU R&D project) where the protocol has been used to evaluate more than 10 prediction systems.
Fichier principal
Vignette du fichier
standardizing_-_00527248.pdf (330.38 Ko) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte
Loading...

Dates et versions

hal-00527248 , version 1 (18-10-2010)

Identifiants

Citer

Henrik Madsen, Pierre Pinson, Georges Kariniotakis, Henrik Aa. Nielsen, Torben Skov Nielsen. A Protocol for Standardazing the performance evaluation of short term wind power prediction models. Wind Engineering, 2005, 29 (6), p. 475-489. ⟨10.1260/030952405776234599⟩. ⟨hal-00527248⟩
163 Consultations
1510 Téléchargements

Altmetric

Partager

Gmail Facebook Twitter LinkedIn More