TY - GEN
T1 - Bootstrap prediction interval estimation for wind speed forecasting
AU - Errouissi, Rachid
AU - Cardenas-Barrera, Julian
AU - Meng, Julian
AU - Castillo-Guerra, Eduardo
AU - Gong, Xun
AU - Chang, Liuchen
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/10/27
Y1 - 2015/10/27
N2 - In this work we apply a bootstrap method to obtain probabilistic forecasts from past single-valued forecasts offered by a Numerical Weather Prediction model. The potential of the proposed method is assessed with real data from four wind farms in Eastern Canada. The methodology can be extended to other existing point forecasting methods.
AB - In this work we apply a bootstrap method to obtain probabilistic forecasts from past single-valued forecasts offered by a Numerical Weather Prediction model. The potential of the proposed method is assessed with real data from four wind farms in Eastern Canada. The methodology can be extended to other existing point forecasting methods.
KW - bootstrap
KW - prediction interval
KW - probabilistic forecasting
KW - uncertainty
KW - wind energy
UR - http://www.scopus.com/inward/record.url?scp=84963594871&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84963594871&partnerID=8YFLogxK
U2 - 10.1109/ECCE.2015.7309931
DO - 10.1109/ECCE.2015.7309931
M3 - Conference contribution
AN - SCOPUS:84963594871
T3 - 2015 IEEE Energy Conversion Congress and Exposition, ECCE 2015
SP - 1919
EP - 1924
BT - 2015 IEEE Energy Conversion Congress and Exposition, ECCE 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th Annual IEEE Energy Conversion Congress and Exposition, ECCE 2015
Y2 - 20 September 2015 through 24 September 2015
ER -