Hybrid artificial neural network system for short-term load forecasting

Hybrid artificial neural network system for short-term load forecasting

This paper presents a novel hybrid method for Short-Term Load Forecasting (STLF). The system comprises of two Artificial Neural Networks (ANN), assembled in a hierarchical order. The first ANN is a Multilayer Perceptron (MLP) which functions as integrated load predictor (ILP) for the foreca...

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Bibliographic Details
Main Authors: Ilić Slobodan A., Vukmirović Srđan M., Erdeljan Aleksandar M., Kulić Filip J.
Format: Article
Language:English
Published: VINCA Institute of Nuclear Sciences 2012-01-01
Series:Thermal Science
Subjects:
STLF
MLP
prediction model
Hybrid Neural Network Structure
Online Access:http://www.doiserbia.nb.rs/img/doi/0354-9836/2012/0354-98361200073I.pdf

Internet

http://www.doiserbia.nb.rs/img/doi/0354-9836/2012/0354-98361200073I.pdf

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