Using ANN to Estimate the Voltage of Unobservable Buses When One PMU or its Communication Fails

Authors

  • M. Gholami Author
  • G. B. Gharehpetian Author
  • B. Fahimi Author
  • M. J. Sanjari Author

DOI:

https://doi.org/10.24084/repqj09.450

Abstract

In monitoring system, the PMUs send their data to a control center. If one PMU fails or its communication fail, the data of that PMU do not send to the control center. This lack of data leads to some unobservable buses. In this paper, Artificial Neural Network (ANN) has been used to estimate the voltage of unobservable buses. We implement this method in IEEE 14-Bus.

Author Biographies

  • M. Gholami

    Electrical Engineering Department, Amirkabir University of Technology, Tehran. Iran

    Phone/Fax number: +0098 2164543504,

    E-mail: mostafagholami@aut.ac.ir

  • G. B. Gharehpetian

    Electrical Engineering Department, Amirkabir University of Technology, Tehran. Iran

    Phone/Fax number: +0098 2164543504,

    E-mail: grptian@aut.ac.ir

  • B. Fahimi

    Electrical Engineering Department, University of Texas at Dallas

    E-mail: fahimi@uta.edu

  • M. J. Sanjari

    Electrical Engineering Department, Amirkabir University of Technology, Tehran. Iran  Phone/Fax number: +0098 2164543504, m_j_sanjari@aut.ac.ir

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Published

2024-01-17

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Section

Articles