Title :
Electric load forecasting with multilayer perceptron and Elman neural network
Author :
Tsakoumis, A.C. ; Vladov, S.S. ; Mladenov, V.M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Greece
Abstract :
Multilayer perceptron (MLP) network,and Elman neural network have been compared in electric load forecasting. The electric load profile is considered as a time series and it has been shown that Elman network models load in an electric power utility better than MLP network.
Keywords :
load forecasting; multilayer perceptrons; power engineering computing; Elman neural network; MLP; electric load forecasting; electric power utility; multilayer perceptron; time series; Computer networks; Electronic mail; Load forecasting; Load modeling; Multi-layer neural network; Multilayer perceptrons; Neural networks; Neurofeedback; Statistics; Temperature;
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2002. NEUREL '02. 2002 6th Seminar on
Print_ISBN :
0-7803-7593-9
DOI :
10.1109/NEUREL.2002.1057974
