DocumentCode
2507299
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
fYear
2002
fDate
2002
Firstpage
87
Lastpage
90
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Network Applications in Electrical Engineering, 2002. NEUREL '02. 2002 6th Seminar on
Print_ISBN
0-7803-7593-9
Type
conf
DOI
10.1109/NEUREL.2002.1057974
Filename
1057974
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