Interval forecasting of electricity demand: A novel bivariate EMD-based support vector regression modeling framework
Proposing a novel interval-valued electricity demand forecasting approach. BEMD and SVR are integrated for interval forecasting of electricity demand. The EMD-based modeling framework are extended to deal with interval forecasting. BEMD is used to decompose both the lower and upper bounds electricity demand series. The proposed modeling framework is justified with real world data sets.
electricity demand forecasting interval-valued data bivariate empirical mode decomposition (bemd) support vector regression (svr)