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Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network
In recent years, with the development of smart grid, the power systems and other energy systems are gradually forming integrated energy systems. The electric-thermal integrated energy system is a mature integrated energy system at present. The electric-thermal integrated energy system uses modern co...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440793/ https://www.ncbi.nlm.nih.gov/pubmed/36065363 http://dx.doi.org/10.1155/2022/9594267 |
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author | Zhu, Chaoqun Li, Jie Shen, Jie Zhou, Lei Zhang, Xiaoming Zhu, Dan Li, Yafei |
author_facet | Zhu, Chaoqun Li, Jie Shen, Jie Zhou, Lei Zhang, Xiaoming Zhu, Dan Li, Yafei |
author_sort | Zhu, Chaoqun |
collection | PubMed |
description | In recent years, with the development of smart grid, the power systems and other energy systems are gradually forming integrated energy systems. The electric-thermal integrated energy system is a mature integrated energy system at present. The electric-thermal integrated energy system uses modern communication technology to realize the comprehensive regulation of electric energy and thermal energy, which greatly improves the efficiency of energy use. However, this also greatly increases the risk of malicious tampering with the energy dispatch system. In this paper, we study the regulation of electric-thermal integrated energy systems considering false data injection attacks. First, we establish a compromised model of an electric-thermal integrated energy system considering false data injection attacks. Then, we designed vulnerable variable observers for different tampering scenarios to observe the tampered variables. Finally, considering the relationship between the observed data and the measured data, we design a tampering behavior detection method based on relation network. The simulation results verify the effectiveness of the detection method proposed in this paper. |
format | Online Article Text |
id | pubmed-9440793 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-94407932022-09-04 Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network Zhu, Chaoqun Li, Jie Shen, Jie Zhou, Lei Zhang, Xiaoming Zhu, Dan Li, Yafei Comput Intell Neurosci Research Article In recent years, with the development of smart grid, the power systems and other energy systems are gradually forming integrated energy systems. The electric-thermal integrated energy system is a mature integrated energy system at present. The electric-thermal integrated energy system uses modern communication technology to realize the comprehensive regulation of electric energy and thermal energy, which greatly improves the efficiency of energy use. However, this also greatly increases the risk of malicious tampering with the energy dispatch system. In this paper, we study the regulation of electric-thermal integrated energy systems considering false data injection attacks. First, we establish a compromised model of an electric-thermal integrated energy system considering false data injection attacks. Then, we designed vulnerable variable observers for different tampering scenarios to observe the tampered variables. Finally, considering the relationship between the observed data and the measured data, we design a tampering behavior detection method based on relation network. The simulation results verify the effectiveness of the detection method proposed in this paper. Hindawi 2022-08-27 /pmc/articles/PMC9440793/ /pubmed/36065363 http://dx.doi.org/10.1155/2022/9594267 Text en Copyright © 2022 Chaoqun Zhu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhu, Chaoqun Li, Jie Shen, Jie Zhou, Lei Zhang, Xiaoming Zhu, Dan Li, Yafei Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title | Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title_full | Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title_fullStr | Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title_full_unstemmed | Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title_short | Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based on Relation Network |
title_sort | detection scheme for tampering behavior on distributed controller of electric-thermal integrated energy system based on relation network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9440793/ https://www.ncbi.nlm.nih.gov/pubmed/36065363 http://dx.doi.org/10.1155/2022/9594267 |
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