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Pregled bibliografske jedinice broj: 84181

A Study on Power System State Estimation Based on Neural Networks


Peharda, Domagoj; Delimar, Marko; Hebel, Zdravko
A Study on Power System State Estimation Based on Neural Networks // Proceedings of the IASTED International Conference Power and Energy Systems / Contaxis ; Antonidakis (ur.).
Kreta, Grčka: ACTA Press, 2002. str. 72-76 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
A Study on Power System State Estimation Based on Neural Networks

Autori
Peharda, Domagoj ; Delimar, Marko ; Hebel, Zdravko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the IASTED International Conference Power and Energy Systems / Contaxis ; Antonidakis - : ACTA Press, 2002, 72-76

Skup
IASTED International Conference Power and Energy Systems

Mjesto i datum
Kreta, Grčka, 25-28.06.2002

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
power system; state estimation; neural network.

Sažetak
Power system control and analysis rely on power system state estimation for the information on the current state of the system. Conventional state estimation methods are computationally intensive and may give unpredictable results when redundancy is low and gross errors are present. This paper explores the potential of the application of neural networks in the area of static state estimation. Several types of neural networks were tried out. Best results were obtained with a multilayer perceptron with linear input and output layer. Multilayer perceptron development and results are discussed in detail.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
0036008

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Domagoj Peharda (autor)

Avatar Url Zdravko Hebel (autor)

Avatar Url Marko Delimar (autor)


Citiraj ovu publikaciju:

Peharda, Domagoj; Delimar, Marko; Hebel, Zdravko
A Study on Power System State Estimation Based on Neural Networks // Proceedings of the IASTED International Conference Power and Energy Systems / Contaxis ; Antonidakis (ur.).
Kreta, Grčka: ACTA Press, 2002. str. 72-76 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Peharda, D., Delimar, M. & Hebel, Z. (2002) A Study on Power System State Estimation Based on Neural Networks. U: Contaxis & Antonidakis (ur.)Proceedings of the IASTED International Conference Power and Energy Systems.
@article{article, author = {Peharda, Domagoj and Delimar, Marko and Hebel, Zdravko}, year = {2002}, pages = {72-76}, keywords = {power system, state estimation, neural network.}, title = {A Study on Power System State Estimation Based on Neural Networks}, keyword = {power system, state estimation, neural network.}, publisher = {ACTA Press}, publisherplace = {Kreta, Gr\v{c}ka} }
@article{article, author = {Peharda, Domagoj and Delimar, Marko and Hebel, Zdravko}, year = {2002}, pages = {72-76}, keywords = {power system, state estimation, neural network.}, title = {A Study on Power System State Estimation Based on Neural Networks}, keyword = {power system, state estimation, neural network.}, publisher = {ACTA Press}, publisherplace = {Kreta, Gr\v{c}ka} }




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