Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models
聚合自适应模型的低成本多地电力负荷日前预测
We focus on day-ahead electricity load forecasting of substations of the distribution network in France; therefore, our problem lies between the instability of a single consumption and the stability of a countrywide total demand. Moreover, we are interested in forecasting the loads of over one thousand substations; consequently, we are in the context of forecasting multiple time series. To that end, we rely on an adaptive methodology that provided excellent results at a…