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

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 Alessandro Guerra; Milton Pires Ramos; Clayton Hilgemberg da Costa; Bruna Machado Mulinari; Germano Lambert-Torres; Ricardo Rodrigues de Almeida; Rafael Rodrigues; Victor Frederico Müller Junior; André Katayama dos Santos

LAPSE:2023.10406

Published Article

LAPSE:2023.10406

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

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 Alessandro Guerra, Milton Pires Ramos, Clayton Hilgemberg da Costa, Bruna Machado Mulinari, Germano Lambert-Torres, Ricardo Rodrigues de Almeida, Rafael Rodrigues, Victor Frederico Müller Junior, André Katayama dos Santos

February 27, 2023

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.

Record ID

LAPSE:2023.10406

Keywords

electrical events detection, phasor measurement units, principal component analysis, wide-area monitoring

Subject

Numerical Methods and Statistics

Suggested Citation

Parede VT, Aoki AR, Teixeira MD, Fernandes TSP, Barreto NEM, Grando FL, da Silva VA, Guerra FA, Ramos MP, da Costa CH, Mulinari BM, Lambert-Torres G, de Almeida RR, Rodrigues R, Müller Junior VF, dos Santos AK. Electrical Event Detection and Monitoring Data Storage from Wide Area Measurement System. (2023). LAPSE:2023.10406

Author Affiliations

Parede VT: Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil
Aoki AR: Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil [ORCID]
Teixeira MD: Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil
Fernandes TSP: Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil
Barreto NEM: Department of Electrical Engineering, Federal University of Parana, Curitiba 81531-990, PR, Brazil
Grando FL: Institute Gnarus, Itajubá 81070-190, MG, Brazil
da Silva VA: Institute Gnarus, Itajubá 81070-190, MG, Brazil [ORCID]
Guerra FA: Institute Gnarus, Itajubá 81070-190, MG, Brazil
Ramos MP: Institute Gnarus, Itajubá 81070-190, MG, Brazil
da Costa CH: Institute Gnarus, Itajubá 81070-190, MG, Brazil
Mulinari BM: Institute Gnarus, Itajubá 81070-190, MG, Brazil
Lambert-Torres G: Institute Gnarus, Itajubá 81070-190, MG, Brazil [ORCID]
de Almeida RR: Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil
Rodrigues R: Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil [ORCID]
Müller Junior VF: Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil
dos Santos AK: Copel Generation and Transmission S.A, Curitiba 81200-240, PR, Brazil

Journal Name

Energies

Volume

16

Issue

4

First Page

1713

Year

2023

Publication Date

2023-02-09