Node voltage estimation in distribution networks by simple ANN (CROSBI ID 685130)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Barukčić, Marinko ; Varga, Toni ; Jerković Štil, Vedrana ; Benšić, Tin
engleski
Node voltage estimation in distribution networks by simple ANN
The procedure for estimation of steady-state node voltage magnitudes in distribution network has been presented. The estimation method is based on the simple Artificial Neural Network (ANN) using voltage measurements in a few network nodes. The nodes used for voltage measurements are determined based on the proposed node index. The ANN is employed to estimate the voltages in the rest of network nodes. The ANN training data are generated by power flow calculations performed in the simulation tool. After ANN was trained the new data set has been used for testing the ANN. The performances of the proposed method are tested on standard distribution test network IEEE 13 node system. The highest estimation error for tested data is about 0.025 p.u.
distribution network, spectral decomposition, voltage estimation
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Podaci o prilogu
155-159.
2019.
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objavljeno
10.1109/CANDO-EPE47959.2019.9110957
Podaci o matičnoj publikaciji
Proceedings of IEEE 2nd International Conference and Workshop in Obuda on Electrical and Power Engineering
Budimpešta:
Podaci o skupu
2nd International Conference AND Workshop in Óbuda on Electrical and Power Engineering
predavanje
20.11.2019-21.11.2019
Budimpešta, Mađarska