Wavelet Analysis of PMU Measurements for Identification of Cyberattacks on WAMS
Abstract
Electric power system is a critical infrastructure and loss of its resilience and/or operability can lead to negative consequences for the national economy. Modern power systems based on sophisticated computer and communication technologies are characterized by elevated vulnerability to different types of unauthorized malicious access, i.e. cyberattacks. Wide Area Monitoring System based on the technology for vector measurements with phasor measurement units refers to the subsystems of electric power systems which are most vulnerable in terms of the aftermath of cyberattacks. In the paper we considered a WAMS structure, revealed vulnerable “points”, and analyzed potential cyberattacks. This paper proposes an approach to processing and verification of PMU data streams. The approach combines a wavelet analysis and a theory of random processes, and makes it possible to detect both systematic errors and bad data in measurements, and malicious noise disturbances caused by cyber attacks on WAMS
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Mohd Rihan, Mukhtar Ahmad, Salim Beg M. Vulnerability Analysis of Wide Area Measurement System in the Smart Grid, Smart Grid and Renewable Energy, Sep. 2013, pp. 1-7 – URL: http://www.scirp.org/journal/sigre. DOI: 10.4236/sgre.2013.46A001
Kolosok I., Korkina E., Gurina L. Vulnerability Analysis of the State Estimation Problem under Cyber Attacks on WAMS, International Conference on Problems of Critical Infrastructures, Proceedings, Irkutsk, Energy Systems Institute, 2015, pp. 73-83.
Sridhar S., Hanh A., Govindarasu M. Cyber-Physical System Security for the Electric Power Grid, Proceeding of the IEEE, Jan. 2012, vol. 100, pp. 210-224. DOI: 10.1109/JPROC.2011.2165269
Voropai N.I., Domyshev A.V., Nepomnyashchy V.A. Models and methods for the study of regime reliability of electric power systems [Modeli i metody issledovaniya rezhimnoy nadezhnosti elektroenergeticheskikh system], Nadezhnost' sistem energetiki: problemy, modeli i metody ikh resheniya [Reliability of energy systems: problems, models and methods for their solution], Novosibirsk, Science, 2014, pp. 57-74. (in Russ.)
Kolosok I., Gurina L. Calculation of Cyber Security Index in the Problem of Power System State Estimation Based on SCADA and WAMS Measurements, Lecture Notes in Computer Science, 2016, vol. 8985, pp. 172-177. DOI: 10.1007/978-3-319-31664-2_18
Hua Lin, Yi Deng, Sandeep Shukla et al. Cyber Security Impacts on All-PMU State Estimator – A Case Study on Co-Simulation Platform GECO, 2012 IEEE Third International Conference on Smart Grid Communications (SmartGridComm), 2012, pp. 587-592. DOI: 10.1109/SmartGridComm.2012.6486049
Yao Liu, Peng Ning, Michael K. Reiter. False Data Injection Attacks against State Estimation in Electric Power Grids, CCS’09 Proceedings (Chicago, 9-13 November 2009), Chicago, Illinois, USA, pp. 21-32. DOI: 10.1145/1653662.1653666
Kebina Manandhar, Xiaojun Cao, Yao Liu. Detection of Faults and Attacks Including False Data Injection Attacks in Smart Grid Using Kalman Filter, IEEE Transactions of Control of Network Systems, December 2014, Vol. 1, No 4, pp. 370-379. DOI: 10.1109/TCNS.2014.2357531
Morris T.H., Shengyi P., Adhikari U. Cyber Security Recommendations for Wide Area Monitoring, Protection and Control Systems, IEEE Power and Energy Society General Meeting Proceedings (22-26 July 2012), 2012, pp. 1-6. DOI: 10.1109/PESGM.2012.6345127
Liang Heng, Jonathan J. Makela, Alejandro D. et al. Reliable GPS-Based Timing for Power Systems: A Multi-Layered Multi-Receiver Architecture, Power and Energy Conference at Illinois (PECI) Proceedings, 2014, pp. 1-7. DOI: 10.1109/PECI.2014.6804565
Nudelman G.S., Oganesyan A.A. On the protection of synchronization systems using GLONASS / GPS signals from the effects of intelligent interference [O zashchite sistem sinkhronizatsii, ispol'zuyushchikh signaly GLONASS/GPS ot vozdeystviya intellektual'nykh pomekh], Trudy KhKhII konferentsii "Releynaya zashchita i avtomatika energosistem" [Proceedings of the XXII Conference "Relay Protection and Automation of Power Systems" (Moscow, May 27-29, 2014)], 2014, pp. 427-431. (in Russ.)
Dyakonov V.P. Veyvlety. Ot teorii k praktike. – 2-e izd. pererab. i dop. [Wavelets From theory to practice. - 2nd ed. reclaiming and add.], Moscow, SOLON-Press, 2004, 400 p. (in Russ.)
Savina N.V., Gurin L.A. Features of modeling the operating parameters of power systems with low quality information flows [Osobennosti modelirovaniya rezhimnykh parametrov energosistem pri nizkom kachestve informatsionnykh potokov], Trudy chetvertoy vseros. nauch.-tekhn. konf. s mezhdunarodnym uchastiem "Energetika: upravlenie, kachestvo i effektivnost' ispol'zovaniya energoresursov" [Proceedings of the fourth Vseros. scientific and technical conf. with international participation "Energy: management, quality and energy efficiency" (Blagoveshchensk, October 5-7, 2005)], 2005, pp. 43-48. (in Russ.)
Kolosok I.N., Gurina L.A. Data verification of synchronized vector measurements during cyber attacks on SMPR [Dostoverizatsiya dannykh sinkhronizirovannykh vektornykh izmereniy pri kiberatakakh na SMPR], Informatsionnye i matematicheskie tekhnologii v nauke i upravlenii [Information and Mathematical Technologies in Science and Management], 2017, no.1 (5), pp. 19-29. (in Russ.)
Glazunova А.М., Kolosok I.N., Korkina E.S. et al. The use of SVI to improve the accuracy of calculating the current mode of EPS using state estimation methods [Ispol'zovanie SVI dlya povysheniya tochnosti rascheta tekushchego rezhima EES metodami otsenivaniya sostoyaniya], Releynaya zashchita i avtomatika energosistem 2017. Materialy Mezhdunarodnoy nauchno-tekhnicheskoy konferentsii [Relay Protection and Automation of Energy Systems 2017. Materials of the International Scientific and Technical Conference], 2017, pp. 1081-1087. (in Russ.)
DOI: http://dx.doi.org/10.24892/RIJIE/20180304
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