TY - JOUR
T1 - GEFCom2014 probabilistic electric load forecasting using time series and semi-parametric regression models
AU - Dordonnat, Virginie
AU - Pichavant, Audrey
AU - Pierrot, Amandine
PY - 2016/9/30
Y1 - 2016/9/30
N2 - This paper describes the forecasting methodology used by the team ADADA in the load forecasting track of GEFCom2014. The approach includes a semi-parametric regression model for point load forecasting, a multivariate time series simulation model for temperature forecasting, and a resampling strategy for building probabilistic forecasts from point load forecast residuals.
AB - This paper describes the forecasting methodology used by the team ADADA in the load forecasting track of GEFCom2014. The approach includes a semi-parametric regression model for point load forecasting, a multivariate time series simulation model for temperature forecasting, and a resampling strategy for building probabilistic forecasts from point load forecast residuals.
U2 - 10.1016/j.ijforecast.2015.11.010
DO - 10.1016/j.ijforecast.2015.11.010
M3 - Article
SN - 0169-2070
VL - 332
SP - 1005
EP - 1011
JO - International Journal of Forecasting
JF - International Journal of Forecasting
IS - 3
ER -