Publication detail

Design and modeling approaches to cyberattacks for grid-tied PV systems

KHAN, M. KURUKURU, V.

Original Title

Design and modeling approaches to cyberattacks for grid-tied PV systems

Type

book chapter

Language

English

Original Abstract

This chapter provides a detailed understanding of physics- and data-oriented approaches for emulating cyberattack in a grid-connected system through FDI attacks. The physics-oriented tools are developed based on the graph model of the systems control architecture, whereas the data-oriented tools are based on the GT approach and GAN. The design process for all three approaches is carried out on the same system. The physics-oriented tools are identified to have an average FDIA accuracy of 75 to emulate the fault with long training times. Furthermore, the data-oriented approach with game theory has less training accuracy with less training time, and the GANs have the highest training accuracy of 99.4% with a training time of 1 min 36 s for 7 000 iterations. Besides, the GAN-based FDIA is also identified to have a maximum-likelihood ratio while emulating the cyberattack profile.

Keywords

Cyber-attack, False data injection attack, Power electronics converters, Photovoltaic systems

Authors

KHAN, M.; KURUKURU, V.

Released

9. 9. 2022

Publisher

IET

Location

London, England

ISBN

9781839533327

Book

Cyber Security for Microgrids

Edition

Subham Sahoo, Frede Blaabjerg, Tomislav Dragicevic

Edition number

1

Pages from

179

Pages to

201

Pages count

23

URL

https://digital-library.theiet.org/content/books/10.1049/pbpo196e_ch9

BibTex

@inbook{BUT180753,
  author="V S Bharath {Kurukuru} and Mohammed Ali {Khan}",
  title="Design and modeling approaches to cyberattacks for grid-tied PV systems",
  booktitle="Cyber Security for Microgrids",
  year="2022",
  publisher="IET",
  address="London, England",
  series="Subham Sahoo, Frede Blaabjerg, Tomislav Dragicevic",
  edition="1",
  pages="179--201",
  doi="10.1049/pbpo196e\{_}ch9",
  isbn="9781839533327",
  url="https://digital-library.theiet.org/content/books/10.1049/pbpo196e_ch9"
}