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Node voltage estimation in distribution networks by simple ANN (CROSBI ID 685130)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Barukčić, Marinko ; Varga, Toni ; Jerković Štil, Vedrana ; Benšić, Tin Node voltage estimation in distribution networks by simple ANN // Proceedings of IEEE 2nd International Conference and Workshop in Obuda on Electrical and Power Engineering. Budimpešta, 2019. str. 155-159 doi: 10.1109/CANDO-EPE47959.2019.9110957

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

Povezanost rada

Elektrotehnika

Poveznice