Cho, Haeran; Goude, Yannig; Brossat, Xavier; Yao, Qiwei - London School of Economics (LSE) - 2013
We propose a hybrid approach for the modeling and the short-term forecasting of electricity loads. Two building blocks of our approach are (1) modeling the overall trend and seasonality by fitting a generalized additive model to the weekly averages of the load and (2) modeling the dependence...