Application of Neural Networks for Short Term Load Forecasting in Power System of North Macedonia

Veljanovski, Goran and Atanasovski, Metodija and Kostov, Mitko and Popovski, Pande (2020) Application of Neural Networks for Short Term Load Forecasting in Power System of North Macedonia. In: 2020 55th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), September, 10-12, 2020, Niš, Serbia, Serbia.

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Official URL: https://doi.org/10.1109/ICEST49890.2020.9232674

Abstract

Air temperature, type of the day and humidity are factors that have significant impact on electricity consumption and power system load on a short term. In the paper, neural networks are successfully applied for load forecasting on a short term in a power system of Republic of North Macedonia. The training of neural network is performed on real input data. The forecast is obtained on the basis on the trained network and learned relationship through training process.

Item Type: Conference or Workshop Item (Paper)
Additional Information: This research is supported by the EU H2020 project TRINITY (Grant Agreement no. 863874) This paper reflects only the author’s views and neither the Agency nor the Commission are responsible for any use that may be made of the information contained therein.
Subjects: Scientific Fields (Frascati) > Engineering and Technology > Electrical engineering, electronic engineering,information engineering
Divisions: Faculty of Technical Sciences
Depositing User: Prof. d-r. Metodija Atanasovski
Date Deposited: 22 Oct 2020 09:18
Last Modified: 22 Oct 2020 09:18
URI: http://eprints.uklo.edu.mk/id/eprint/5818

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