Title :
A short-term load prediction algorithm for dynamic economic dispatch
Author :
Erkmen, I. ; Adanir, T.
Author_Institution :
Dept. of Electr. Eng., Middle East Tech. Univ., Ankara, Turkey
Abstract :
In this paper, a short-term load prediction (STLP) algorithm for dynamic economic dispatch is presented. This algorithm is based on using a finite autoregressive (AR) time series process in conjunction with a Kalman filter. Its objective is to predict load value with five minute intervals up to one hour into the future, with sufficient accuracy to be used for targeting dynamic economic dispatch
Keywords :
Kalman filters; autoregressive processes; load dispatching; load forecasting; time series; Kalman filter; dynamic economic dispatch; finite autoregressive time series process; load value prediction; short-term load prediction algorithm; Demand forecasting; Economic forecasting; Environmental economics; Fuel economy; Heuristic algorithms; Load forecasting; Power generation; Power generation economics; Prediction algorithms; Weather forecasting;
Conference_Titel :
Electrotechnical Conference, 1994. Proceedings., 7th Mediterranean
Conference_Location :
Antalya
Print_ISBN :
0-7803-1772-6
DOI :
10.1109/MELCON.1994.380960
