Techniques of applying wavelet de-noising into a combined model for short-term load forecasting
A novel hybrid approach is proposed for STLF. Proposed approach consists of two steps to increase forecasting accuracy. Wavelet transform is used for removing useless information in the first step. SARIMA and BPNN are used for forecasting in the second step. Proposed approach can improve forecasting accuracy.
wavelet de-noising combined model stlf sarima bpnn wdcm