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A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units

The power industry is in the process of grid modernization with the introduction of phasor measurement units (PMUs), advanced metering infrastructure (AMI), and other technologies. Although these technologies enable more reliable and efficient operation, the risk of cyber threats has increased, as e...

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Autores principales: Almasabi, Saleh, Alsuwian, Turki, Javed, Ehtasham, Irfan, Muhammad, Jalalah, Mohammed, Aljafari, Belqasem, Harraz, Farid A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434066/
https://www.ncbi.nlm.nih.gov/pubmed/34502682
http://dx.doi.org/10.3390/s21175791
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author Almasabi, Saleh
Alsuwian, Turki
Javed, Ehtasham
Irfan, Muhammad
Jalalah, Mohammed
Aljafari, Belqasem
Harraz, Farid A.
author_facet Almasabi, Saleh
Alsuwian, Turki
Javed, Ehtasham
Irfan, Muhammad
Jalalah, Mohammed
Aljafari, Belqasem
Harraz, Farid A.
author_sort Almasabi, Saleh
collection PubMed
description The power industry is in the process of grid modernization with the introduction of phasor measurement units (PMUs), advanced metering infrastructure (AMI), and other technologies. Although these technologies enable more reliable and efficient operation, the risk of cyber threats has increased, as evidenced by the recent blackouts in Ukraine and New York. One of these threats is false data injection attacks (FDIAs). Most of the FDIA literature focuses on the vulnerability of DC estimators and AC estimators to such attacks. This paper investigates FDIAs for PMU-based state estimation, where the PMUs are comparable. Several states can be manipulated by compromising one PMU through the channels of that PMU. A Phase Locking Value (PLV) technique was developed to detect FDIAs. The proposed approach is tested on the IEEE 14-bus and the IEEE 30-bus test systems under different scenarios using a Monte Carlo simulation where the PLV demonstrated an efficient performance.
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spelling pubmed-84340662021-09-12 A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units Almasabi, Saleh Alsuwian, Turki Javed, Ehtasham Irfan, Muhammad Jalalah, Mohammed Aljafari, Belqasem Harraz, Farid A. Sensors (Basel) Article The power industry is in the process of grid modernization with the introduction of phasor measurement units (PMUs), advanced metering infrastructure (AMI), and other technologies. Although these technologies enable more reliable and efficient operation, the risk of cyber threats has increased, as evidenced by the recent blackouts in Ukraine and New York. One of these threats is false data injection attacks (FDIAs). Most of the FDIA literature focuses on the vulnerability of DC estimators and AC estimators to such attacks. This paper investigates FDIAs for PMU-based state estimation, where the PMUs are comparable. Several states can be manipulated by compromising one PMU through the channels of that PMU. A Phase Locking Value (PLV) technique was developed to detect FDIAs. The proposed approach is tested on the IEEE 14-bus and the IEEE 30-bus test systems under different scenarios using a Monte Carlo simulation where the PLV demonstrated an efficient performance. MDPI 2021-08-28 /pmc/articles/PMC8434066/ /pubmed/34502682 http://dx.doi.org/10.3390/s21175791 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Almasabi, Saleh
Alsuwian, Turki
Javed, Ehtasham
Irfan, Muhammad
Jalalah, Mohammed
Aljafari, Belqasem
Harraz, Farid A.
A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title_full A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title_fullStr A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title_full_unstemmed A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title_short A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units
title_sort novel technique to detect false data injection attacks on phasor measurement units
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434066/
https://www.ncbi.nlm.nih.gov/pubmed/34502682
http://dx.doi.org/10.3390/s21175791
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