Top

Published in:

2023 | OriginalPaper | Chapter

Cyber-Resilience Enhancement Framework in Smart Grids

Authors : Achilleas Pasias, Thanasis Kotsiopoulos, George Lazaridis, Anastasis Drosou, Dimitrios Tzovaras, Panagiotis Sarigiannidis

Published in: Power Systems Cybersecurity

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Reliability, resilience and Quality of Service are essential features of modern electric power-system operations that reflect the transition of electric energy infrastructure towards the smart grid deployment. Leveraging the Software Defined Networking technology and other cybersecurity cutting-edge technologies and algorithms, this work aims to bring a innovation in the modern Electrical Power and Energy System environment. To this end, we propose a cyber-resilience enhancement framework with the aim to modernize the traditional electrical grid and provide solutions in the domains of voltage and frequency restoration, cybersecurity and network Quality of Service. Based on the results, the framework is able to detect accurately cyberattacks and perform network path re-allocation by maximizing the Quality of Service in a more accurate way than other state of art algorithms.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter A Novel Self-learning Cybersecurity System for Smart Grids

next chapter SOAR4DER: Security Orchestration, Automation, and Response for Distributed Energy Resources

P. Jiang, Y.V. Fan, J.J. Klemeš, Impacts of covid-19 on energy demand and consumption: challenges, lessons and emerging opportunities. Appl. Energy 285, 116441 (2021). https://www.sciencedirect.com/science/article/pii/S030626192100009X

P.K. Ozili, Global economic consequence of Russian invasion of Ukraine, in Available at SSRN (2022)

S.W. Blume, Electric Power System Basics for the Nonelectrical Professional (Wiley, 2016)

M.F. Islam, A.M. Oo, S.H. Chowdhury, The traditional power generation and transmission system: some fundamentals to overcome challenges, in Smart Grids (Springer, 2013), pp. 1–21

N. Dorsch, F. Kurtz, H. Georg, C. Hägerling, C. Wietfeld, Software-defined networking for smart grid communications: applications, challenges and advantages, in IEEE International Conference on Smart Grid Communications (SmartGridComm). IEEE, vol. 2014 (2014), pp. 422–427

J.E. Sullivan, D. Kamensky, How cyber-attacks in Ukraine show the vulnerability of the U.S. power grid. Electric. J. 30(3), 30–35 (2017). https://www.sciencedirect.com/science/article/pii/S1040619017300507

R. Dudley, D. Golden, The colonial pipeline ransomware hackers had a secret weapon: self-promoting cybersecurity firms (2021)

N.A. Hassan, Ransomware Families (Apress, Berkeley, CA, 2019), pp. 47–68. https://doi.org/10.1007/978-1-4842-4255-1_3

Energy tech firm hit in ransomware attack. https://www.wsj.com/articles/energy-tech-firm-hit-in-ransomware-attack-11620764034. Accessed 18 Apr 2022

10.

O. Saidani Neffati, S. Sengan, K.D. Thangavelu, S. Dilip Kumar, R. Setiawan, M. Elangovan, D. Mani, P. Velayutham, Migrating from traditional grid to smart grid in smart cities promoted in developing country. Sustain. Energy Technol. Assess. 45, 101125 (2021). https://www.sciencedirect.com/science/article/pii/S2213138821001351

11.

A. Pasias, T. Kotsiopoulos, G. Lazaridis, A. Drosou, D. Tzovaras, P. Sarigiannidis, Enabling cyber-attack mitigation techniques in a software defined network, in IEEE International Conference on Cyber Security and Resilience (CSR) vol. 2021 (2021), pp. 497–502

12.

A. Pasias, A. Schoinas, A. Drosou, D. Tzovaras, A scalable multi-agent system for black start restoration in low voltage microgrids, in IEEE International Conference on Cyber Security and Resilience (CSR) vol. 2021 (2021), pp. 479–484

13.

G. Lazaridis, K. Papachristou, A. Drosou, D. Ioannidis, P. Chatzimisios, D. Tzovaras, On the potential of sdn enabled network deployment in tactical environments, in Artificial Intelligence Applications and Innovations. AIAI, IFIP WG 12.5 International Workshops, ed. by I. Maglogiannis, J. Macintyre, L. Iliadis, vol. 2021. (Springer International Publishing, Cham, 2021), pp. 252–263

14.

M.R. Belgaum, S. Musa, M.M. Alam, M.M. Su’ud, A systematic review of load balancing techniques in software-defined networking. IEEE Access 8, 98,612–98 636 (2020)

15.

M.H. Rehmani, A. Davy, B. Jennings, C. Assi, Software defined networks-based smart grid communication: a comprehensive survey. IEEE Commun. Surveys Tutor. 21(3), 2637–2670 (2019)CrossRef

16.

D.A. Chekired, L. Khoukhi, H.T. Mouftah, Decentralized cloud-sdn architecture in smart grid: a dynamic pricing model. IEEE Trans. Ind. Inf. 14(3), 1220–1231 (2017)CrossRef

17.

D. Kaur, G.S. Aujla, N. Kumar, A.Y. Zomaya, C. Perera, R. Ranjan, Tensor-based big data management scheme for dimensionality reduction problem in smart grid systems: sdn perspective. IEEE Trans. Knowl. Data Eng. 30(10), 1985–1998 (2018)CrossRef

18.

K. Nisar, E.R. Jimson, M.H.A. Hijazi, I. Welch, R. Hassan, A.H.M. Aman, A.H. Sodhro, S. Pirbhulal, S. Khan, A survey on the architecture, application, and security of software defined networking: challenges and open issues. Internet Things 12, 100289 (2020). https://www.sciencedirect.com/science/article/pii/S2542660520301219

19.

S. Khan, F.K. Hussain, O.K. Hussain, Guaranteeing end-to-end qos provisioning in soa based sdn architecture: a survey and open issues, in Future Generation Computer Systems, vol. 119 (2021), pp. 176–187. https://www.sciencedirect.com/science/article/pii/S0167739X21000637

20.

A. Syrmakesis, C. Alcaraz, N. Hatziargyriou, Classifying resilience approaches for protecting smart grids against cyber threats. Int. J. Inf. Secur. 05, 1–22 (2022)

21.

A. Starke, J. McNair, R. Trevizan, A. Bretas, J. Peeples, A. Zare, Toward resilient smart grid communications using distributed sdn with ml-based anomaly detection, in Wired/Wireless Internet Communications, ed. by K.R. Chowdhury, M. Di Felice, I. Matta, B. Sheng. (Springer International Publishing, Cham, 2018), pp. 83–94

22.

V.K. Singh, E. Vaughan, J. Rivera, Sharp-net: Platform for self-healing and attack resilient pmu networks, in IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), vol. 2020 (2020), pp. 1–5

23.

P.R. Grammatikis, P. Sarigiannidis, C. Dalamagkas, Y. Spyridis, T. Lagkas, G. Efstathopoulos, A. Sesis, I.L. Pavon, R.T. Burgos, R. Diaz, A. Sarigiannidis, D. Papamartzivanos, S.A. Menesidou, G. Ledakis, A. Pasias, T. Kotsiopoulos, A. Drosou, O. Mavropoulos, A.C. Subirachs, P.P. Sola, J.L. Domínguez-García, M. Escalante, M.M. Alberto, B. Caracuel, F. Ramos, V. Gkioulos, S. Katsikas, H.C. Bolstad, D.-E. Archer, N. Paunovic, R. Gallart, T. Rokkas, A. Arce, Sdn-based resilient smart grid: the sdn-microsense architecture. Digital 1(4), 173–187 (2021). https://www.mdpi.com/2673-6470/1/4/13

24.

M.H. Rehmani, F. Akhtar, A. Davy, B. Jennings, Achieving resilience in sdn-based smart grid: a multi-armed bandit approach, in 2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft) (2018), pp. 366–371

25.

D. Jin, Z. Li, C. Hannon, C. Chen, J. Wang, M. Shahidehpour, C.W. Lee, Toward a cyber resilient and secure microgrid using software-defined networking. IEEE Trans. Smart Grid 8(5), 2494–2504 (2017)CrossRef

26.

H. Maziku, S. Shetty, Software defined networking enabled resilience for iec 61850-based substation communication systems, in 2017 International Conference on Computing, Networking and Communications (ICNC) (2017), pp. 690–694

27.

A. Paszke, S. Gross, F. Massa, A. Lerer, J. Bradbury, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga, A. Desmaison, A. Kopf, E. Yang, Z. DeVito, M. Raison, A. Tejani, S. Chilamkurthy, B. Steiner, L. Fang, J. Bai, S. Chintala, Pytorch: An imperative style, high-performance deep learning library, in Advances in Neural Information Processing Systems 32, ed. by H. Wallach, H. Larochelle, A. Beygelzimer, F. d’Alché-Buc, E. Fox, R. Garnett (Curran Associates, Inc., 2019), pp. 8024–8035. http://papers.neurips.cc/paper/9015-pytorch-an-imperative-style-high-performance-deep-learning-library.pdf

28.

A.D. Bintoudi, L. Zyglakis, A.C. Tsolakis, D. Ioannidis, L. Hadjidemetriou, L. Zacharia, N. Al-Mutlaq, M. Al-Hashem, S. Al-Agtash, E. Kyriakides et al., Hybrid multi-agent-based adaptive control scheme for ac microgrids with increased fault-tolerance needs. IET Renew. Power Gener. 14(1), 13–26 (2020)CrossRef

29.

Containernet|use docker containers as hosts in mininet emulations. https://containernet.github.io. Accessed 06 May 2022

30.

Pymodbus-a python modbus stack-pymodbus 2.5.0 documentation. https://pymodbus.readthedocs.io/en/latest/readme.html. Accessed 03 May 2022

31.

S. Hemminger, Network emulation with netem, in Linux Conf Au (05, 2005)

32.

Ryu sdn framework. https://ryu-sdn.org/

33.

P. Radoglou Grammatikis, P. Sarigiannidis, G. Efstathopoulos, E. Panaousis, Aries: a novel multivariate intrusion detection system for smart grid. Sensors 20(18) (2020). https://www.mdpi.com/1424-8220/20/18/5305

34.

D. Li, X. Wang, Y. Jin, H. Liu, Research on QoS routing method based on NSGAII in SDN. J. Phys. Conf. Ser. 1656, 012027 (2020)

Title: Cyber-Resilience Enhancement Framework in Smart Grids
Authors: Achilleas Pasias
Thanasis Kotsiopoulos
George Lazaridis
Anastasis Drosou
Dimitrios Tzovaras
Panagiotis Sarigiannidis
Publisher: Springer International Publishing
Book: Power Systems Cybersecurity
Print ISBN: 978-3-031-20359-6

Electronic ISBN: 978-3-031-20360-2

Copyright Year: 2023
DOI: https://doi.org/10.1007/978-3-031-20360-2_15

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"