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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...

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Detalles Bibliográficos
Autores principales: Zhu, Chaoqun, Li, Jie, Shen, Jie, Zhou, Lei, Zhang, Xiaoming, Zhu, Dan, Li, Yafei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
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.
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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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