Application of artificial neural networks for series compensated line protection
B. Bachmann, D. Novosel, D. Hart, Y. Hu, M.M. Saha, in: IEEE (Ed.), Proceedings of International Conference on Intelligent System Application to Power Systems, IEEE, 1996, pp. 68–73.
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Konferenzbeitrag
| Veröffentlicht
| Englisch
Autor*in
Bachmann, Bernhard
;
Novosel, D.;
Hart, D.;
Hu, Yi;
Saha, M.M.
;
Novosel, D.;
Hart, D.;
Hu, Yi;
Saha, M.M.herausgebende Körperschaft
IEEE
Abstract
This paper investigates the feedforward neural network (with a quasi-Newton method for minimization of the error function) for on-line calculation of the voltage across a nonlinear capacitor installation. This technique is incorporated into a new scheme which is independent of the series capacitor installation, operation of the capacitor protection, and the surrounding power system elements. The proposed scheme is simple and accurate and requires only local voltage and current at the bus to improve the reach measurement of distance relays and fault locators. Detailed testing using EMTP has been done to show the benefits, robustness and generalization capabilities of the ANN technique.
Erscheinungsjahr
Titel des Konferenzbandes
Proceedings of International Conference on Intelligent System Application to Power Systems
Seite
68-73
Konferenz
International Conference on Intelligent System Application to Power Systems
Konferenzort
Orlando, FL, USA
Konferenzdatum
1996-01-28 – 1996-02-02
ISBN
FH-PUB-ID
Zitieren
Bachmann, Bernhard ; Novosel, D. ; Hart, D. ; Hu, Yi ; Saha, M.M.: Application of artificial neural networks for series compensated line protection. In: IEEE (Hrsg.): Proceedings of International Conference on Intelligent System Application to Power Systems : IEEE, 1996, S. 68–73
Bachmann B, Novosel D, Hart D, Hu Y, Saha MM. Application of artificial neural networks for series compensated line protection. In: IEEE, ed. Proceedings of International Conference on Intelligent System Application to Power Systems. IEEE; 1996:68-73. doi:10.1109/ISAP.1996.501046
Bachmann, B., Novosel, D., Hart, D., Hu, Y., & Saha, M. M. (1996). Application of artificial neural networks for series compensated line protection. In IEEE (Ed.), Proceedings of International Conference on Intelligent System Application to Power Systems (pp. 68–73). Orlando, FL, USA: IEEE. https://doi.org/10.1109/ISAP.1996.501046
@inproceedings{Bachmann_Novosel_Hart_Hu_Saha_1996, title={Application of artificial neural networks for series compensated line protection}, DOI={10.1109/ISAP.1996.501046}, booktitle={Proceedings of International Conference on Intelligent System Application to Power Systems}, publisher={IEEE}, author={Bachmann, Bernhard and Novosel, D. and Hart, D. and Hu, Yi and Saha, M.M.}, editor={IEEEEditor}, year={1996}, pages={68–73} }
Bachmann, Bernhard, D. Novosel, D. Hart, Yi Hu, and M.M. Saha. “Application of Artificial Neural Networks for Series Compensated Line Protection.” In Proceedings of International Conference on Intelligent System Application to Power Systems, edited by IEEE, 68–73. IEEE, 1996. https://doi.org/10.1109/ISAP.1996.501046.
B. Bachmann, D. Novosel, D. Hart, Y. Hu, and M. M. Saha, “Application of artificial neural networks for series compensated line protection,” in Proceedings of International Conference on Intelligent System Application to Power Systems, Orlando, FL, USA, 1996, pp. 68–73.
Bachmann, Bernhard, et al. “Application of Artificial Neural Networks for Series Compensated Line Protection.” Proceedings of International Conference on Intelligent System Application to Power Systems, edited by IEEE, IEEE, 1996, pp. 68–73, doi:10.1109/ISAP.1996.501046.
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