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

Research Group on Smart Electrical Grids (GIREI)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

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.

Original language	English
Title of host publication	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728142302
DOIs	https://doi.org/10.1109/FISECIGRE48012.2019.8984981
State	Published - Dec 2019
Event	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019 - Medellin, Colombia Duration: 4 Dec 2019 → 6 Dec 2019

Publication series

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

Conference

Conference	2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019
Country/Territory	Colombia
City	Medellin
Period	4/12/19 → 6/12/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Keywords

ARMA Model
Contingencies
Fault Detection
PMU
State Estimation
Transmission Lines

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/FISECIGRE48012.2019.8984981

Cite this

Carrión, D., González, J. W., López, G. J., & Isaac, I. A. (2019). Alternative fault detection method in electrical power systems based on ARMA model. In 2019 FISE-IEEE/CIGRE Conference - Living the Energy Transition, FISE/CIGRE 2019 Article 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).

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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 = "English",

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

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Carrión, D, González, JW, López, GJ & Isaac, IA 2019, Alternative fault detection method in electrical power systems based on ARMA model. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

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KW - Contingencies

KW - Fault Detection

KW - PMU

KW - State Estimation

KW - Transmission Lines

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M3 - Conference contribution

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. In 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

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