Concurrent Cyber Deception Attack Detection of Consensus Control in Isolated AC Microgrids

Lin Yu Lu, Jian Hong Liu, Shin Wen Lin, Chia Chi Chu*

*Corresponding author for this work

Research output: Contribution to journalJournal Article peer-review

12 Scopus citations

Abstract

The sparse communication network exposes the AC microgrid (MG) with higher risk under malicious cyber attacks. Intrusion detection of malicious cyber attacks becomes a critical issue in operations of isolated AC MGs. In this work, a general framework for detecting cyber intrusion deception attacks is proposed by using localized dual variables of the partial primal-dual (PPD) consensus-based distributed droop control. In additional to individual link attacks, node attacks, or stealthy deception attacks considered in conventional studies, concurrent deception attacks, which refer to both link attacks and node attacks will take place in various remote locations of the MG simultaneously, are also investigated. Impacts of concurrent cyber deception attacks on the closed-loop stability of the entire MG will be analyzed comprehensively. Redundancy relationships between the local information and localized dual variables of the PPD algorithm are utilized to derive analytical indices for detecting these concurrent deception attacks. By enhancing our previous cyber defense mechanism with only considering link attacks or node attacks, a new cyber defense mechanism for concurrent deception attacks is presented. Tasks in cyber defense mechanisms including (i) attack localization, (ii) attack isolation, and (iii) resilience enhancement are also presented in details. Numerical experiments on the real-time simulator OPAL-RT are conducted to validate the effectiveness of the proposed detection mechanism.

Original languageEnglish
Pages (from-to)7584-7596
Number of pages13
JournalIEEE Transactions on Industry Applications
Volume59
Issue number6
DOIs
StatePublished - 01 11 2023
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 1972-2012 IEEE.

Keywords

  • Microgrid
  • analytical consistency validation
  • attack isolation
  • attack localization
  • concurrent cyber deception attack detection
  • defense mechanism
  • distributed droop control
  • partial primal-dual (PPD) algorithm
  • resilience enhancement

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