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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8434066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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