Round-Robin-Based Cooperative Resilient Control for AC/DC MG Under FDI Attacks

In this article, the Round-Robin (RR) based cooperative resilient secondary control problem for ac/dc microgrid (MG) under false data injection (FDI) attacks is solved. To solve the problem, a cooperative resilient control method is proposed, which consists of a decentralized iterative observer, a R...

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Published inIEEE transactions on industrial electronics (1982) Vol. 72; no. 8; pp. 8419 - 8428
Main Authors Fan, Sha, Fu, Yu-Kai, Liu, Yiyang, Deng, Chao
Format Journal Article
LanguageEnglish
Published New York IEEE 01.08.2025
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Ac/dc microgrid
Active-reactive power
Control methods
Controllers
Cooperative control
Data buses
Design of experiments
Distributed generation
distributed resilient secondary control
false data injection attacks
Frequency control
Iterative methods
Job shop scheduling
Microgrids
Observers
Protocols
Reactive power
Real time
Real-time systems
RR scheduling protocol
Scheduling
Telecommunications
Transient performance
Voltage control
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Abstract In this article, the Round-Robin (RR) based cooperative resilient secondary control problem for ac/dc microgrid (MG) under false data injection (FDI) attacks is solved. To solve the problem, a cooperative resilient control method is proposed, which consists of a decentralized iterative observer, a RR scheduling protocol, and a distributed resilient secondary controller. Specifically, a decentralized iterative observer is first designed to estimate the state of the ac main bus voltage amplitude, ac bus frequency, bidirectional interlinking converter (BIC) active/reactive power, and FDI attacks. Then, a RR scheduling protocol is introduced to reduce communication among BICs. Based on the designed iterative observer and the RR scheduling protocol, a distributed resilient secondary controller is designed to compensate the influence of FDI attacks. Compared with existing resilient control strategies in hybrid ac/dc MGs under FDI attacks, the proposed resilient cooperative control method can exhibit better transient performance with less communication. Finally, the efficacy of the proposed approach is confirmed through experiments in a real-time simulator OPAL-RT.
AbstractList In this article, the Round-Robin (RR) based cooperative resilient secondary control problem for ac/dc microgrid (MG) under false data injection (FDI) attacks is solved. To solve the problem, a cooperative resilient control method is proposed, which consists of a decentralized iterative observer, a RR scheduling protocol, and a distributed resilient secondary controller. Specifically, a decentralized iterative observer is first designed to estimate the state of the ac main bus voltage amplitude, ac bus frequency, bidirectional interlinking converter (BIC) active/reactive power, and FDI attacks. Then, a RR scheduling protocol is introduced to reduce communication among BICs. Based on the designed iterative observer and the RR scheduling protocol, a distributed resilient secondary controller is designed to compensate the influence of FDI attacks. Compared with existing resilient control strategies in hybrid ac/dc MGs under FDI attacks, the proposed resilient cooperative control method can exhibit better transient performance with less communication. Finally, the efficacy of the proposed approach is confirmed through experiments in a real-time simulator OPAL-RT.
Author Liu, Yiyang
Fu, Yu-Kai
Fan, Sha
Deng, Chao
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Cites_doi 10.1109/TPWRS.2022.3209981
10.1109/ICPSAsia48933.2020.9208447
10.1109/TSTE.2024.3418494
10.1109/TCST.2021.3061651
10.1109/TIE.2020.2987275
10.1109/TSG.2017.2703582
10.1109/TPEL.2020.2994776
10.1109/TIE.2023.3299023
10.1109/TSG.2018.2805839
10.1109/tie.2024.3390733
10.1109/TII.2019.2925133
10.1109/TSTE.2022.3210223
10.1109/TSG.2022.3141395
10.1109/TIE.2024.3371003
10.1109/TSTE.2016.2516530
10.1080/23307706.2022.2136274
10.1109/TIE.2023.3269470
10.1109/TSG.2017.2737946
10.1109/TII.2016.2618754
10.1109/TSG.2018.2890420
10.1109/TSTE.2021.3095085
10.1109/TIE.2018.2793241
10.1109/TIE.2020.3020033
10.1109/TCNS.2020.2966648
10.1109/TIE.2021.3057018
10.1109/TSG.2022.3190680
10.1109/TSG.2021.3072218
10.1109/TPWRS.2021.3133487
10.1109/JSYST.2023.3280185
10.1080/23307706.2024.2417826
10.1109/TIE.2019.2903772
10.1109/JESTPE.2022.3157979
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References ref13
ref12
ref15
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ref31
ref30
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ref10
ref32
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ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
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  doi: 10.1109/TPWRS.2022.3209981
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  doi: 10.1109/ICPSAsia48933.2020.9208447
– ident: ref6
  doi: 10.1109/TSTE.2024.3418494
– ident: ref1
  doi: 10.1109/TCST.2021.3061651
– ident: ref10
  doi: 10.1109/TIE.2020.2987275
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  doi: 10.1109/TSG.2017.2703582
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  doi: 10.1109/TPEL.2020.2994776
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  doi: 10.1109/TSG.2018.2805839
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  doi: 10.1109/tie.2024.3390733
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  doi: 10.1109/TII.2019.2925133
– ident: ref13
  doi: 10.1109/TSTE.2022.3210223
– ident: ref28
  doi: 10.1109/TSG.2022.3141395
– ident: ref9
  doi: 10.1109/TIE.2024.3371003
– ident: ref15
  doi: 10.1109/TSTE.2016.2516530
– ident: ref23
  doi: 10.1080/23307706.2022.2136274
– ident: ref11
  doi: 10.1109/TIE.2023.3269470
– ident: ref5
  doi: 10.1109/TSG.2017.2737946
– ident: ref17
  doi: 10.1109/TII.2016.2618754
– ident: ref7
  doi: 10.1109/TSG.2018.2890420
– ident: ref18
  doi: 10.1109/TSTE.2021.3095085
– ident: ref22
  doi: 10.1109/TIE.2018.2793241
– ident: ref25
  doi: 10.1109/TIE.2020.3020033
– ident: ref27
  doi: 10.1109/TCNS.2020.2966648
– ident: ref31
  doi: 10.1109/TIE.2021.3057018
– ident: ref20
  doi: 10.1109/TSG.2022.3190680
– ident: ref32
  doi: 10.1109/TSG.2021.3072218
– ident: ref8
  doi: 10.1109/TPWRS.2021.3133487
– ident: ref30
  doi: 10.1109/JSYST.2023.3280185
– ident: ref21
  doi: 10.1080/23307706.2024.2417826
– ident: ref26
  doi: 10.1109/TIE.2019.2903772
– ident: ref19
  doi: 10.1109/JESTPE.2022.3157979
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Snippet In this article, the Round-Robin (RR) based cooperative resilient secondary control problem for ac/dc microgrid (MG) under false data injection (FDI) attacks...
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SubjectTerms Ac/dc microgrid
Active-reactive power
Control methods
Controllers
Cooperative control
Data buses
Design of experiments
Distributed generation
distributed resilient secondary control
false data injection attacks
Frequency control
Iterative methods
Job shop scheduling
Microgrids
Observers
Protocols
Reactive power
Real time
Real-time systems
RR scheduling protocol
Scheduling
Telecommunications
Transient performance
Voltage control
Title Round-Robin-Based Cooperative Resilient Control for AC/DC MG Under FDI Attacks
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