Short-run electricity load forecasting with combinations of stationary wavelet transforms.

•Day-ahead forecast of electricity load is performed in the French wholesale Market.•The aggregate load is decomposed in subseries with stationary wavelet transforms.•New boundary treatments are proposed for the wavelet decomposition.•Combining forecasts including the wavelet predictions beats individual predictors.