Abstract
In this chapter, we discuss cyber security issues that can arise in the voltage regulation of distribution systems. As the amount of distributed generation rapidly increases, voltage regulation along the distribution lines becomes more complicated. This change in the system has prompted the use of more voltage measurements collected over networks for accurate monitoring and control. Here, we provide an overview of our recent research on false data injection attacks on voltage measurements transmitted by sensors to a centralized controller. Our approach is to first introduce an attack detection algorithm and then enhance the security level by a resilient controller that is capable of performing the regulation in the presence of attacks by utilizing the detection results. We illustrate our methods by simulation studies on a realistic, small-scale distribution system.
This work was supported by Japan Science and Technology Agency under the CREST Program, Grant No. JPMJCR15K3 and JPMJCR15K5. Some of the material have appeared in the papers [13] and [24] and are reused with the permissions of the IEEE and the American Automatic Control Council (AACC), respectively.
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References
W. Ananduta, J.M. Maestre, C. Ocampo-Martinez, H. Ishii, Resilient distributed energy management for systems of interconnected microgrids, in Proceedings of 57th IEEE Conference on Decision and Control (2018), pp. 6159–6164
Y. Aoki, S. Yoshizawa, Y. Fujimoto, H. Ishii, I. Ono, T. Onoda, Y. Hayashi, A study of cyber attack scenarios against large-scale distribution systems based on centralized voltage regulation (in Japanese), in Proceedings of SICE Symposium on Systems and Information (2017)
Y. Chakhchoukh, H. Ishii, Coordinated cyber-attacks on the measurement function in hybrid state estimation. IEEE Trans. Power Syst. 30, 2487–2497 (2015)
Y. Chakhchoukh, H. Ishii, Enhancing robustness to cyber-attacks in power systems through multiple least trimmed squares state estimations. IEEE Trans. Power Syst. 31, 4395–4405 (2016)
Y. Chakhchoukh, V. Vittal, G.T. Heydt, H. Ishii, LTS-based robust hybrid SE integrating correlation. IEEE Trans. Power Syst. 32, 3127–3135 (2017)
S.M. Dibaji, H. Ishii, R. Tempo, Resilient randomized quantized consensus. IEEE Trans. Autom. Control 63, 2508–2522 (2018)
M.E. Elkhatib, R. El-Shatshat, M.M.A. Salama, Novel coordinated voltage control for smart distribution networks with DG. IEEE Trans. Smart Grid 2, 598–605 (2011)
H.E. Farag, E.F. El-Saadany, R. Seethapathy, A two ways communication-based distributed control for voltage regulation in smart distribution feeders. IEEE Trans. Smart Grid 3, 271–281 (2012)
M. Govindarasu, P.W. Bauer (guest editors), Special section on keeping the smart grid safe. IEEE Power Energy Mag. 10(1) (2012)
A. Hahn, A. Ashok, S. Sridhar, M. Govindarasu, Cyber-physical security testbeds: architecture, application, and evaluation for smart grid. IEEE Trans. Smart Grid 4(2), 847–855 (2013)
Y. Hanai, Y. Hayashi, J. Matsuki, Voltage control for loop distribution system with renewable energy sources, in Proceedings of International Conference on Renewable Energies and Power Quality (2010)
J.M. Hendrickx, K.H. Johansson, R.M. Jungers, H. Sandberg, K.C. Sou, Efficient computations of a security index for false data attacks in power networks. IEEE Trans. Autom. Control 59, 3194–3208 (2014)
Y. Isozaki, S. Yoshizawa, Y. Fujimoto, H. Ishii, I. Ono, T. Onoda, Y. Hayashi, Detection of cyber attacks against voltage control in distribution power grids with PVs. IEEE Trans. Smart Grid 7, 1824–1835 (2016)
O. Kosut, Malicious data attacks against dynamic state estimation in the presence of random noise, in Proceedings of IEEE Global Conference on Signal and Information Processing (2013), pp. 261–264
O. Kosut, L. Jia, R. Thomas, L. Tong, Malicious data attacks on the smart grid. IEEE Trans. Smart Grid 2, 645–658 (2011)
H.J. LeBlanc, H. Zhang, X. Koutsoukos, S. Sundaram, Resilient asymptotic consensus in robust networks. IEEE J. Sel. Areas Commun. 31, 766–781 (2013)
T.G. Lewis, Critical Infrastructure Protection in Homeland Security: Defending a Networked Nation, 2nd edn. (Wiley, Hoboken, 2015)
Y. Liu, P. Ning, M. Reiter, False data injection attacks against state estimation in electric power grids. ACM Trans. Inf. Syst. Secur. 14, 1–33 (2011)
N.A. Lynch, Distributed Algorithms (Morgan Kaufmann, Burlington, 1996)
M. Ma, A. Teixeira, J. van den Berg, P. Palensky, Voltage control in distributed generation under measurement falsification attacks, in Proceedings of 20th IFAC World Congress (2017), pp. 8379–8384
R.A. Maronna, R.D. Martin, V.J. Yohai, Robust Statistics: Theory and Methods (Wiley, Hoboken, 2006)
Y. Mo, T.H. Kim, K. Brancik, D. Dickinson, H. Lee, A. Perrig, B. Sinopoli, Cyber-physical security of a smart grid infrastructure. Proc. IEEE 100(1), 195–209 (2012)
H. Nishino, H. Ishii, Distributed detection of cyber attacks and faults for power systems, in Proceedings of 18th IFAC World Congress (2014), pp. 11932–11937
M. Onogawa, S. Yoshizawa, Y. Fujimoto, H. Ishii, I. Ono, T. Onoda, Y. Hayashi, Enhancing security for voltage control of distribution systems under data falsification attacks, in Proceedings of American Control Conference (2019)
T. Senjyu, Y. Miyazato, A. Yona, N. Urasaki, T. Funabashi, Optimal distribution voltage control and coordination with distributed generation. IEEE Trans. Power Delivery 23, 1236–1242 (2008)
K. Sou, H. Sandberg, K.H. Johansson, Electric power network security analysis via minimum cut relaxation, in Proceedings of 50th IEEE Conference on Decision and Control (2011), pp. 4054–4059
A. Teixeira, G. Dán, H. Sandberg, R. Berthier, R. Bobba, A. Valdes, Security of smart distribution grids: data integrity attacks on integrated Volt/VAR control and countermeasures, in Proceedings of American Control Conference (2014), pp. 4372–4378
P. Velarde, J.M. Maestre, H. Ishii, R.R.Negenborn, Vulnerabilities in Lagrange-based distributed model predictive control. Optimal Control Appl. Methods 39, 601–621 (2018)
V. Venkataramanan, A. Srivastava, A. Hahn, Real-time co-simulation testbed for microgrid cyber-physical analysis, in Proceedings of Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES) (2016), pp. 1–6
R.A. Walling, R. Saint, R.C. Dugan, J. Burke, Summary of distributed resources impact on power delivery systems. IEEE Trans. Power Delivery 23, 1636–1644 (2008)
W. Wang, Z. Lu, Cyber security in the smart grid: survey and challenges. Comput. Netw. 57(5), 1344–1371 (2013)
I. Watanabe, K. Masutomi, I. Ono, Robust meter placement against false data injection attacks on power system state estimation, in Proceedings of ICONIP. Lecture Notes in Computer Science, vol. 8226 (Springer, Berlin, 2013), pp. 569–576
T. Yardley, R. Berthier, D. Nicol, W.H. Sanders, Smart grid protocol testing through cyber-physical testbeds, in Proceedings of IEEE PES Innovative Smart Grid Technologies Conference (ISGT) (2013), pp. 1–6
S. Yoshizawa, Y. Hayashi, M. Tsuji, E. Kamiya, Centralized voltage control method of load ratio control transformer and step voltage regulator for bank fault restoration, in Proceedings of 3rd IEEE PES Innovative Smart Grid Technologies Europe (2012)
Acknowledgements
The authors are grateful to Yusuke Aoki, Yasunori Isozaki, Mizuki Onogawa, and Atsushi Suzuki for their help in the course of this research.
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Ishii, H., Yoshizawa, S., Fujimoto, Y., Ono, I., Onoda, T., Hayashi, Y. (2020). Cyber Security for Voltage Control of Distribution Systems Under Data Falsification Attacks. In: Suzuki, T., Inagaki, S., Susuki, Y., Tran, A. (eds) Design and Analysis of Distributed Energy Management Systems. Power Electronics and Power Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-33672-1_8
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