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Electrical Event Detection and Monitoring Data Storage from Wide Area Measurement System

Author

Listed:
  • Vinicius Tertulino Parede

    (Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil)

  • Alexandre Rasi Aoki

    (Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil)

  • Mateus Duarte Teixeira

    (Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil)

  • Thelma S. Piazza Fernandes

    (Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil)

  • Nathan Elias Maruch Barreto

    (Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil)

  • Flavio Lori Grando

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Vanderlei Aparecido da Silva

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Fabio Alessandro Guerra

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Milton Pires Ramos

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Clayton Hilgemberg da Costa

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Bruna Machado Mulinari

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Germano Lambert-Torres

    (Institute Gnarus, Itajubá 81070-190, MG, Brazil)

  • Ricardo Rodrigues de Almeida

    (Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil)

  • Rafael Rodrigues

    (Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil)

  • Victor Frederico Müller Junior

    (Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil)

  • André Katayama dos Santos

    (Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil)

Abstract

Synchronized phasor measurement systems are being widely used around the world and have become essential elements in the evolution of the operation of large electrical power systems (EPS). These systems, called Phasor Measurement Units (PMUs), are capable of recording and communicating dynamic data from the EPSs in a synchronized way by GPS and with a high sampling rate, generate a huge set of data that, among many applications, has the capacity to detect events. In this way, this work presents a data management system architecture applied to a real PMU system located in the state of Paraná, Brazil that detects and storages events using principal component analysis and Pearson correlation. This method can detect and store electrical events that occurred during the operation of the national interconnected system of Brazil with good results.

Suggested Citation

  • Vinicius Tertulino Parede & Alexandre Rasi Aoki & Mateus Duarte Teixeira & Thelma S. Piazza Fernandes & Nathan Elias Maruch Barreto & Flavio Lori Grando & Vanderlei Aparecido da Silva & Fabio Alessand, 2023. "Electrical Event Detection and Monitoring Data Storage from Wide Area Measurement System," Energies, MDPI, vol. 16(4), pages 1-17, February.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:4:p:1713-:d:1062460
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