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Transient Power System Stabilizer Design Using Simple Neuron Structure

  • Conference paper
Neural Nets (WIRN 2005, NAIS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3931))

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Abstract

In this paper, a new power system stabilizer, which guarantees the voltage regulation as well, is designed using a simple neuron structure. The Neuro-controller is trained on-line based on a modified function. It consists of one neuron, one weight, hard limit activation function, and a constant input. Some simulation studies on a nonlinear third order generator model with the proposed neuro-controller are provided. The obtained results demonstrate the effectiveness of this simple neuro-controller.

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References

  1. Jalili-Kharaajoo, M., Moezi-Madani, K.: Optimal Nonlinear Transient Controller for a Single Machine-Infinite Bus Power System. In: Proc. IEEE International Conference on Control Applications (CCA 2003), Istanbul, Turkey, pp. 306–311 (2003)

    Google Scholar 

  2. Jalili-Kharaajoo, M., Mohammadi-Milasi, R.: Design of simple neuro-controller for global transient control and voltage regulation of power systems. International Journal of Control, Systems and Automation 3(2), 302–307 (2005)

    Google Scholar 

  3. Shamsollahi, P., Malik, O.P.: An Adaptive Power System Stabilizer Using On-Line Trained Neural Networks. IEEE Transactions on Energy Conversion 12(4), 382–387 (1997)

    Article  Google Scholar 

  4. Salem, M., El-Zahab, A., Malik, O.P.: Generating Unit Excitation Neuro-Controller. In: Proc. IFAC Symposium on Power Plants and Power Systems Control, Brussels, Belgium, pp. 97–102 (2000)

    Google Scholar 

  5. Kundur, P.: Power system stability and control. EORI Power System Engineering Series. New York, Mc Grow Hill (1994)

    Google Scholar 

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Author information

Authors and Affiliations

  1. Iran Telecom Research Center, Ministry of ICT, Tehran, Iran

    Farzad Habibipour Roudsari, Behzad Jalaie & Mehdi Galily

Authors
  1. Farzad Habibipour Roudsari
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  2. Behzad Jalaie
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  3. Mehdi Galily
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Editor information

Editors and Affiliations

  1. Dipartimentimento di Scienze dell’Informazione, via Comelico 39/41, 20135, Milano, Italy

    Bruno Apolloni

  2. Dipartimento di Fisica “E.R. Caianiello”, Università degli Studi di Salerno, Via S. Allende, 84081, Baronissi (SA), Italy

    Maria Marinaro

  3. Department of Mathematics and Computer Science, University of Catania, Viale A. Doria 6, 95125, Catania, Italy

    Giuseppe Nicosia

  4. Department of Mathematics and Informatics, University of Salerno, Via Ponte Don Melillo, 84084, Fisciano (SA), Italy

    Roberto Tagliaferri

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© 2006 Springer-Verlag Berlin Heidelberg

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Roudsari, F.H., Jalaie, B., Galily, M. (2006). Transient Power System Stabilizer Design Using Simple Neuron Structure. In: Apolloni, B., Marinaro, M., Nicosia, G., Tagliaferri, R. (eds) Neural Nets. WIRN NAIS 2005 2005. Lecture Notes in Computer Science, vol 3931. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11731177_14

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  • DOI: https://doi.org/10.1007/11731177_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-33183-4

  • Online ISBN: 978-3-540-33184-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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