Electric load forecasting with multilayer perceptron and Elman neural network

2002 6th Seminar on Neural Network Applications in Electrical Engineering, NEUREL 2002 - Proceedings

Volumn , Issue , 2002, Pages 87-90

  Tsakoumis, A C ^a   Vladov, S S ^b   Mladenov, V M ^b  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^b TECHNICAL UNIVERSITY OF SOFIA   (Bulgaria)

Author keywords

electric load forecast; Elman neural network; Multilayer perceptron (MLP); time series

Indexed keywords

ELECTRIC NETWORK PARAMETERS; ELECTRIC POWER PLANT LOADS; ELECTRIC POWER SYSTEMS; FORECASTING; MULTILAYERS; TIME SERIES;

ELECTRIC POWER UTILITIES; ELMAN NETWORK; ELMAN NEURAL NETWORK; MULTI LAYER PERCEPTRON;

ELECTRIC LOAD FORECASTING;

EID: 84944453480     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NEUREL.2002.1057974     Document Type: Conference Paper

References (4)

1. Hayin, S., "Neural Networks: A comprehensive foundation", Macmillan College Publishing Company, New York, 1994.
2. B. de Vries and J. Principe, "The gamma model: A new neural net model for temporal processing", Neural Networks, Vol. 5, pp. 565-575, 1992.
3. Elman, J.L., "Finding structure in time", Cognitive Science, Vol. 14, pp. 179-211, 1990.
4. Demuth, H. and M.Beale, "Neural Network Toolbox for use with MATLAB", The MathWorks Inc., 1998.