OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)

Didem Erdoğan; Neriman Serıfoglu; Mukden Ugur; Osman Nuri Ucan

EN

OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)

Abstract

Disturbances in electrical power system cause imbalances in electromechanical and mechanical torque of all machines. These imbalances result in oscillations between synchronous generators. In order to damp these oscillations, the stability analysis has been performed on a one machine system by using some regulator gain coefficients, which should eventually improve the recovery time after a system failure. The boundaries of the coefficients are initially defined and only some coefficients among all the calculated parameters are selected for test purposes. By measuring and recording the regulator terminal voltage continuously, some regulator parameters has been determined which finally help in optimizing the system stability by using Artificial Neural Networks.

Keywords

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Details

Primary Language

English

Subjects

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Journal Section

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Authors

Didem Erdoğan This is me

Neriman Serıfoglu This is me

Mukden Ugur This is me

Osman Nuri Ucan This is me

Publication Date

December 28, 2011

Submission Date

December 28, 2011

Acceptance Date

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Published in Issue

Year 2004 Volume: 4 Number: 1

IZ

https://izlik.org/JA42BG92NX

Cite

RIS / Bibtex

APA

Erdoğan, D., Serıfoglu, N., Ugur, M., & Ucan, O. N. (2011). OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN). IU-Journal of Electrical & Electronics Engineering, 4(1), 1113-1117. https://izlik.org/JA42BG92NX

AMA

1.Erdoğan D, Serıfoglu N, Ugur M, Ucan ON. OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN). IU-Journal of Electrical & Electronics Engineering. 2011;4(1):1113-1117. https://izlik.org/JA42BG92NX

Chicago

Erdoğan, Didem, Neriman Serıfoglu, Mukden Ugur, and Osman Nuri Ucan. 2011. “OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)”. IU-Journal of Electrical & Electronics Engineering 4 (1): 1113-17. https://izlik.org/JA42BG92NX.

EndNote

Erdoğan D, Serıfoglu N, Ugur M, Ucan ON (December 1, 2011) OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN). IU-Journal of Electrical & Electronics Engineering 4 1 1113–1117.

IEEE

[1]D. Erdoğan, N. Serıfoglu, M. Ugur, and O. N. Ucan, “OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)”, IU-Journal of Electrical & Electronics Engineering, vol. 4, no. 1, pp. 1113–1117, Dec. 2011, [Online]. Available: https://izlik.org/JA42BG92NX

ISNAD

Erdoğan, Didem - Serıfoglu, Neriman - Ugur, Mukden - Ucan, Osman Nuri. “OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)”. IU-Journal of Electrical & Electronics Engineering 4/1 (December 1, 2011): 1113-1117. https://izlik.org/JA42BG92NX.

JAMA

1.Erdoğan D, Serıfoglu N, Ugur M, Ucan ON. OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN). IU-Journal of Electrical & Electronics Engineering. 2011;4:1113–1117.

MLA

Erdoğan, Didem, et al. “OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN)”. IU-Journal of Electrical & Electronics Engineering, vol. 4, no. 1, Dec. 2011, pp. 1113-7, https://izlik.org/JA42BG92NX.

Vancouver

1.Didem Erdoğan, Neriman Serıfoglu, Mukden Ugur, Osman Nuri Ucan. OPTIMIZATION THE REGULATION PARAMETERS OF A SYNCHRONOUS GENERATOR BY USING ARTIFICIAL NEURAL NETWORKS (ANN). IU-Journal of Electrical & Electronics Engineering [Internet]. 2011 Dec. 1;4(1):1113-7. Available from: https://izlik.org/JA42BG92NX