Alternative fault detection method in electrical power systems based on ARMA model

Diego Carrión; Jorge W. González; Gabriel J. López; Idi A. Isaac

doi:10.1109/FISECIGRE48012.2019.8984981

Alternative fault detection method in electrical power systems based on ARMA model

Diego Carrión, Jorge W. González, Gabriel J. López, Idi A. Isaac

Producción científica: Capítulo del libro/informe/acta de congreso › Ponencia publicada en las memorias del evento con ISBN › revisión exhaustiva

3 Citas (Scopus)

Resumen

One of the main elements of electrical power systems is the transmission stage; which is exposed to the occurrence of failures and disturbances; and in case of their presence, it puts the stability, reliability and operation of the system at risk; It can cause damage to equipment in case there is any problem with the performance of the protections. In the present investigation an alternative method is proposed for the detection of faults in the transmission systems based on the analysis of the voltage and current phasors by means of the selfregressive moving average model (ARMA), seeking to improve the safety and reliability of transmission power system. For which an optimal deployment of PMU is necessary that considers contingency restrictions in the power system, so that an estimation of system status can be obtained. To test the proposed method, the IEEE 14-Buses test system was used under different case studies.

Idioma original	Inglés
Título de la publicación alojada	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728142302
DOI	https://doi.org/10.1109/FISECIGRE48012.2019.8984981
Estado	Publicada - dic. 2019
Evento	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019 - Medellin, Colombia Duración: 4 dic. 2019 → 6 dic. 2019

Serie de la publicación

Nombre	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019

Conferencia

Conferencia	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019
País/Territorio	Colombia
Ciudad	Medellin
Período	4/12/19 → 6/12/19

Nota bibliográfica

Publisher Copyright:
© 2019 IEEE.

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Acceder al documento

10.1109/FISECIGRE48012.2019.8984981

Citar esto

Carrión, D., González, J. W., López, G. J., & Isaac, I. A. (2019). Alternative fault detection method in electrical power systems based on ARMA model. En 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019 Artículo 8984981 (2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FISECIGRE48012.2019.8984981

Carrión, Diego ; González, Jorge W. ; López, Gabriel J. et al. / Alternative fault detection method in electrical power systems based on ARMA model. 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019).

@inproceedings{2f8f368a814d45d3a5c6f39df5509d33,

title = "Alternative fault detection method in electrical power systems based on ARMA model",

abstract = "One of the main elements of electrical power systems is the transmission stage; which is exposed to the occurrence of failures and disturbances; and in case of their presence, it puts the stability, reliability and operation of the system at risk; It can cause damage to equipment in case there is any problem with the performance of the protections. In the present investigation an alternative method is proposed for the detection of faults in the transmission systems based on the analysis of the voltage and current phasors by means of the selfregressive moving average model (ARMA), seeking to improve the safety and reliability of transmission power system. For which an optimal deployment of PMU is necessary that considers contingency restrictions in the power system, so that an estimation of system status can be obtained. To test the proposed method, the IEEE 14-Buses test system was used under different case studies.",

keywords = "ARMA Model, Contingencies, Fault Detection, PMU, State Estimation, Transmission Lines",

author = "Diego Carri{\'o}n and Gonz{\'a}lez, {Jorge W.} and L{\'o}pez, {Gabriel J.} and Isaac, {Idi A.}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019 ; Conference date: 04-12-2019 Through 06-12-2019",

year = "2019",

month = dec,

doi = "10.1109/FISECIGRE48012.2019.8984981",

language = "Ingl{\'e}s",

series = "2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019",

}

Carrión, D, González, JW , López, GJ & Isaac, IA 2019, Alternative fault detection method in electrical power systems based on ARMA model. En 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019., 8984981, 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019, Institute of Electrical and Electronics Engineers Inc., 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019, Medellin, Colombia, 4/12/19. https://doi.org/10.1109/FISECIGRE48012.2019.8984981

Alternative fault detection method in electrical power systems based on ARMA model. / Carrión, Diego; González, Jorge W.; López, Gabriel J. et al.
2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8984981 (2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019).

Producción científica: Capítulo del libro/informe/acta de congreso › Ponencia publicada en las memorias del evento con ISBN › revisión exhaustiva

TY - GEN

T1 - Alternative fault detection method in electrical power systems based on ARMA model

AU - Carrión, Diego

AU - González, Jorge W.

AU - López, Gabriel J.

AU - Isaac, Idi A.

PY - 2019/12

Y1 - 2019/12

N2 - One of the main elements of electrical power systems is the transmission stage; which is exposed to the occurrence of failures and disturbances; and in case of their presence, it puts the stability, reliability and operation of the system at risk; It can cause damage to equipment in case there is any problem with the performance of the protections. In the present investigation an alternative method is proposed for the detection of faults in the transmission systems based on the analysis of the voltage and current phasors by means of the selfregressive moving average model (ARMA), seeking to improve the safety and reliability of transmission power system. For which an optimal deployment of PMU is necessary that considers contingency restrictions in the power system, so that an estimation of system status can be obtained. To test the proposed method, the IEEE 14-Buses test system was used under different case studies.

AB - One of the main elements of electrical power systems is the transmission stage; which is exposed to the occurrence of failures and disturbances; and in case of their presence, it puts the stability, reliability and operation of the system at risk; It can cause damage to equipment in case there is any problem with the performance of the protections. In the present investigation an alternative method is proposed for the detection of faults in the transmission systems based on the analysis of the voltage and current phasors by means of the selfregressive moving average model (ARMA), seeking to improve the safety and reliability of transmission power system. For which an optimal deployment of PMU is necessary that considers contingency restrictions in the power system, so that an estimation of system status can be obtained. To test the proposed method, the IEEE 14-Buses test system was used under different case studies.

KW - ARMA Model

KW - Contingencies

KW - Fault Detection

KW - PMU

KW - State Estimation

KW - Transmission Lines

UR - http://www.scopus.com/inward/record.url?scp=85082454076&partnerID=8YFLogxK

U2 - 10.1109/FISECIGRE48012.2019.8984981

DO - 10.1109/FISECIGRE48012.2019.8984981

M3 - Ponencia publicada en las memorias del evento con ISBN

AN - SCOPUS:85082454076

T3 - 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019

BT - 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019

Y2 - 4 December 2019 through 6 December 2019

ER -

Carrión D, González JW , López GJ , Isaac IA. Alternative fault detection method in electrical power systems based on ARMA model. En 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8984981. (2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019). doi: 10.1109/FISECIGRE48012.2019.8984981

Alternative fault detection method in electrical power systems based on ARMA model

Resumen

Serie de la publicación

Conferencia

Nota bibliográfica

ODS de las Naciones Unidas

Acceder al documento

Huella

Citar esto