Extended distributed state estimation: A detection method against tolerable false data injection attacks in smart grids

Energies

Volumn 7, Issue 3, 2014, Pages 1517-1538

  Wang, Dai ^a   Guan, Xiaohong ^a   Liu, Ting ^a   Gu, Yun ^a   Shen, Chao ^a   Xu, Zhanbo ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Bad data detection; Extended distributed state estimation (EDSE); False data injection (FDI); Security; Smart grids

Indexed keywords

DETECTORS; ERRORS; NETWORK SECURITY;

BAD DATA DETECTIONS; DISTRIBUTED STATE ESTIMATION; FALSE DATA INJECTION; SECURITY; SMART GRID;

SMART POWER GRIDS;

EID: 84896974419     PISSN: None     EISSN: 19961073     Source Type: Journal    
DOI: 10.3390/en7031517     Document Type: Article

References (30)

1. Bou-Harb, E.; Fachkha, C.; Pourzandi, M.; Debbabi, M.; Assi, C. Communication security for smart grid distribution networks. IEEE Commun. Mag. 2013, 51, 42-49.
2. Schweppe, F.C.; Wildes, J. Power system static-state estimation, Part I: Exact model. IEEE Trans. Power Appar. Syst. 1970, PAS-89, 120-125.
3. Abur, A.; Exposito, A.G. Power System State Estimation: Theory and Implementation; CRC Press: Boca Raton, FL, USA, 2004; pp. 44-80.
4. Hug, G.; Giampapa, J.A. Vulnerability Assessment of AC state estimation with respect to false data injection cyber-attacks. IEEE Trans. Smart Grid 2012, 3, 1362-1370.
5. Kosut, O.; Liyan, J.; Thomas, R.J.; Lang, T. Malicious data attacks on the smart grid. IEEE Trans. Smart Grid 2011, 2, 645-658.
6. Giani, A.; Bitar, E.; Garcia, M.; McQueen, M.; Khargonekar, P.; Poolla, K. Smart grid data integrity attacks. IEEE Trans. Smart Grid 2013, 4, 1244-1253.
7. Xie, L.; Mo, Y.; Sinopoli, B. Integrity data attacks in power market operations. IEEE Trans. Smart Grid 2011, 2, 659-666.
8. Liu, Y.; Ning, P.; Reiter, M.K. False data injection attacks against state estimation in electric power grids. ACM Trans. Inf. Syst. Secur. (TISSEC) 2011, 14, 21-32.
9. Huang, Y.; Esmalifalak, M.; Nguyen, H.; Zheng, R.; Han, Z.; Li, H.; Song, L. Bad data injection in smart grid: Attack and defense mechanisms. IEEE Commun. Mag. 2013, 51, 27-33.
10. Yang, Q.; Yang, J.; Yu, W.; An, D.; Zhang, N.; Zhao, W. On false data injection attacks against power system state estimation: modeling and countermeasures. IEEE Trans. Parallel Distrib. Syst. 2013, 25, 717-729.
11. Bobba, R.B.; Rogers, K.M.; Wang, Q.; Khurana, H.; Nahrstedt, K.; Overbye, T.J. Detecting False Data Injection Attacks on DC State Estimation. In Proceedings of the Preprints of the First Workshop on Secure Control Systems, CPSWeek, Stockholm, Sweden, 12 April 2010.
12. Dán, G.; Sandberg, H. Stealth Attacks and Protection Schemes for State Estimators in Power Systems. In Proceedings of the First IEEE International Conference on Smart Grid Communications (SmartGridComm), Gaithersburg, MD, USA, 4-6 October 2010; pp. 214-219.
13. Vukovic, O.; Kin, C.S.; Dan, G.; Sandberg, H. Network-aware mitigation of data integrity attacks on power system state estimation. IEEE J. Sel. Areas Commun. 2012, 30, 1108-1118.
14. Kim, T.T.; Poor, H.V. Strategic protection against data injection attacks on power grids. IEEE Trans. Smart Grid 2011, 2, 326-333.
15. Pasqualetti, F.; Dorfler, F.; Bullo, F. Cyber-Physical Attacks in Power Networks: Models, Fundamental Limitations and Monitor Design. In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, FL, USA, 12-15 December 2011; pp. 2195-2201.
16. Shuguang, C.; Zhu, H.; Kar, S.; Kim, T.T.; Poor, H.V.; Tajer, A. Coordinated data-injection attack and detection in the smart grid: A detailed look at enriching detection solutions. IEEE Signal Process. Mag. 2012, 29, 106-115.
17. Zonouz, S.; Rogers, K.M.; Berthier, R.; Bobba, R.B.; Sanders, W.H.; Overbye, T.J. SCPSE: Security-oriented cyber-physical state estimation for power grid critical infrastructures. IEEE Trans. Smart Grid 2012, 3, 1790-1799.
18. Choi, D.-H.; Xie, L. Fully Distributed Bad Data Processing for Wide Area State Estimation. In Proceedings of the IEEE International Conference on Smart Grid Communications (SmartGridComm), Brussels, Belgium, 17-20 October 2011; pp. 546-551.
19. Xie, L.; Dae-Hyun, C.; Kar, S.; Poor, H.V. Fully distributed state estimation for wide-area monitoring systems. IEEE Trans. Smart Grid 2012, 3, 1154-1169.
20. Electric Rates. Availiable online: http://www.pge.com/nots/rates/tariffs/electric.shtml#RESELEC (accessed on 30 October 2013).
21. Wang, Z.; Gao, F.; Zhai, Q.; Wu, J.; Guan, X.; Zhang, H.; Liu, K.; Pan, L.; Dong, M. A Gradient Information Based Real Time Pricing Mechanism for Microgrid in Energy Intensive Enterprise. In Proceedings of the 10th World Congress on Intelligent Control and Automation (WCICA), Beijing, China, 6-8 July 2012; pp. 2473-2478.
22. Reid, G.F.; Hasdorff, L. Economic dispatch using quadratic programming. IEEE Trans. Power Appar. Syst. 1973, PAS-92, 2015-2023.
23. Zimmerman, R.D.; Murillo-Sanchez, C.E.; Thomas, R.J. MATPOWER's Extensible Optimal Power Flow Architecture. In Proceedings of the Power & Energy Society General Meeting, Calgary, AB, Canada, 26-30 July 2009; pp. 1-7.
24. Dommel, H.W.; Tinney, W.F. Optimal power flow solutions. IEEE Trans. Power Appar. Syst. 1968, PAS-87, 1866-1876.
25. Hespanha, J.P. An Efficient MATLAB Algorithm for Graph Partitioning; Department of Electrical and Computer Engineering, University of California, Santa Barbara: Santa Barbara, CA, USA, 8 October 2004; pp. 25-67.
26. Zhang, Q.; Couloigner, I. A New and Efficient k-Medoid Algorithm for Spatial Clustering. In Computational Science and Its Applications-ICCSA 2005; Springer: Berlin/Heidelberg, Germany, 2005; pp. 181-189.
27. Karypis, G.; Han, E.; Kumar, V. Chameleon: Hierarchical clustering using dynamic modeling. Computer 1999, 32, 68-75.
28. Dopazo, J.F.; Ehrmann, S.T.; Sasson, A.M.; van Slyck, L.S. The AEP state estimation monitoring and security system. IEEE Trans. Power Appar. Syst. 1976, 95, 1618-1624.
29. Vukovic, O.; Dan, G. On the Security of Distributed Power System State Estimation under Targeted Attacks. In Proceedings of the 28th Annual ACM Symposium on Applied Computing, Coimbra, Portugal, 18-22 March 2013; pp. 666-672.
30. Jiang, W.; Vittal, V.; Heydt, G.T. A distributed state estimator utilizing synchronized phasor measurements. IEEE Trans. Power Syst. 2007, 22, 563-571.