Search Results - subject:"Short term load forecasting"

A gradient boosting approach to the Kaggle load forecasting competition

Ben Taieb, Souhaib; Hyndman, Rob J. - In: International journal of forecasting 30 (2014) 2, pp. 382-394

Persistent link: https://www.econbiz.de/10010510897

The analysis of the short-term power system load forecasting model based on the fuzzy clustering

Dudek, Grzegorz - In: Operations Research and Decisions 2 (2007), pp. 15-34

A model of the short-term power system load forecasting based on fuzzy clustering is presented. It can be classified as similarity-based models relying on the assumption that if patterns of the time series sequences are similar, then the forecast patterns associated with them are also similar....

Persistent link: https://www.econbiz.de/10008777283

Short-term load forecasting using SVR (support vector regression)-based radial basis function neural network with dual extended Kalman filter

Ko, Chia-Nan; Lee, Cheng-Ming - In: Energy 49 (2013) C, pp. 413-422

network), and DEKF (dual extended Kalamn filter) to construct a prediction model (SVR–DEKF–RBFNN) for short-term load … forecasting. In the proposed model, first, the SVR model is employed to determine both the structure and initial parameters of the …

Persistent link: https://www.econbiz.de/10010808210

Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction

Deihimi, Ali; Orang, Omid; Showkati, Hemen - In: Energy 57 (2013) C, pp. 382-401

(short-term load forecasting) and STTF (short-term temperature forecasting). Wavelet transform is used as the front stage for …

Persistent link: https://www.econbiz.de/10010809602

Application of echo state networks in short-term electric load forecasting

Deihimi, Ali; Showkati, Hemen - In: Energy 39 (2012) 1, pp. 327-340

The paper presents the application of echo state network (ESN) to short-term load forecasting (STLF) problem in power …

Persistent link: https://www.econbiz.de/10010808024

A hybrid fuzzy modeling method for short-term load forecasting

Mastorocostas, P.A.; Theocharis, J.B.; Kiartzis, S.J.; … - In: Mathematics and Computers in Simulation (MATCOM) 51 (2000) 3, pp. 221-232

This paper presents the development of a hybrid fuzzy modeling method for short-term load forecasting. The new approach …

Persistent link: https://www.econbiz.de/10010749380