State estimation for energy theft detection in microgrids

Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014

Volumn , Issue , 2015, Pages 96-101

  Salinas, Sergio ^a   Luo, Changqing ^a   Liao, Weixian ^a   Li, Pan ^a  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CIRCUIT THEORY; CRIME; ELECTRIC POWER TRANSMISSION NETWORKS; LOSSES; NETWORK SECURITY; SMART METERS; STATE ESTIMATION; SYSTEM STABILITY;

DATA COLLECTION; EXTENSIVE SIMULATIONS; ILLEGAL ACTIVITIES; LEGITIMATE USERS; MEASUREMENT BIAS; THEFT DETECTIONS; UTILITY COMPANIES; WEIGHTED LEAST SQUARES;

SMART POWER GRIDS;

EID: 84926058259     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CHINACOM.2014.7054266     Document Type: Conference Paper

References (21)

1. P. McDaniel and S. McLaughlin, "Security and privacy challenges in the smart grid, " IEEE Security Privacy, vol. 7, no. 3, pp. 75-77, May-June 2009.
2. E. Journal, Pot growers stealing 100M worth of power: B.C. Hydro, 2010. [Online]. Available: http://www2.canada.com/edmontonjournal/news/story.html?id=0d0332f0-b8c8-42f1-a9a2-696728dbae57
3. J. Smith, Smart Meters Take Bite Out of Electricity Theft, 2011. [Online]. Available: http://news.nationalgeographic.com/news/energy/2011/09/110913-smart-meters-for-electricity-theft/
4. P. Kelly-Detwiler, Electricity Theft: A Bigger Issue Than You Think, 2013. [Online]. Available: http://www.forbes.com/sites/peterdetwiler/2013/04/23/electricity-theft-a-bigger-issue-than-you-thi nk/
5. B. Krebs, FBI: Smart Meter Hacks Likely to Spread, 2012. [Online]. Available: http://krebsonsecurity.com/2012/04/fbi-smart-meter-hacks-likely-to-spread/
6. H. Rosenbaum, Danville Ut ilities Sees Increase in Meter Tampering, 2012. [Online]. Available: http://www.wset.com/story/20442252/danville-utilities-sees-increase-in-meter-tampering
7. S. McLaughlin, B. Holbert, A. Fawaz, R. Berthier, and S. Zonouz, " A multi-sensor energy theft detection framework for advanced metering infrastructures," Selected Areas in Communications, IEEE Journal on, vol. 31, no. 7, pp. 1319-1330, July 2013.
8. A. Cárdenas, S. Amin, G. Schwartz, R. Dong, and S. Sastry, " A game theory model for electricity theft detection and privacy-aware control in ami systems," in Fiftieth Annual Conference on Communication, Control, and Computing, Allerton, IL, USA, 2012, pp. 1830-1837.
9. D. Mashima and A. A. Cárdenas, "Evaluating electricity theft detectors in smart grid networks, " in Proceedings of the 15th international conference on Research in Attacks, Intrusions, and Defenses, Amsterdam, Netherlands, 2012.
10. L. Pereira, L. Afonso, J. Papa, Z. Vale, C. Ramos, D. Gastaldello, and A. Souza, " Multilayer perceptron neural networks training through charged system search and its application for non-technical losses detection, " in IEEE Conference on Innovative Smart Grid Technologies Latin America (ISGT LA), April 2013, pp. 1-6.
11. S.-C. Huang, Y.-L. Lo, and C.-N. Lu, "Non-technical loss detection using state estimation and analysis of variance, " IEEE Transactions on Power Systems, vol. 28, no. 3, pp. 2959-2966, July 2013.
12. S. Weckx,C. Gonzalez,J. Tant,T. De Rybel,J. Driesen Parameter identification of unknown radial grids for theft detection in Innovative Smart Grid Technologies (ISGT Europe), Berlin, Germany 2012.
13. S. Salinas, M. Li, and P. Li, "Privacy-preserving energy theft detection in smart grids, " in IEEE Communications Society Conference o nSensor, Mesh and Ad Hoc Communications and Networks (SECON), Seoul, Republic of Korea, June 2012, pp. 605-613.
14. S. Salinas, "Privacy-preserving energy theft detection in smar t grids: A p2p computing approach," IEEE Journal on Selected Areas in Communications, vol. 31, no. 9, pp. 1-11, September 2013.
15. Itron, Online. [Online]. Available: https://www.itron.com/na/PublishedContent/OpenWay\%20Centron\%20Meter.pdf
16. F. Briese, C. Fouquet, C. Hyder, C. Lowe, and J. Schlarb, Patent US20080068004 A1, 2008. [Online]. Available: http://www.google. com/patents/US20080068004
17. S. Depuru, L. Wang, V. Devabhaktuni, and N. Gudi, " Smart meters for power grid; challenges, issues, advantages and status," in IEEE/PES Power Systems Conference and Exposition (PSCE), Phoenix, AZ, March 2011, pp. 1-7.
18. W. H. Kersting, Distribution System Modeling and Analysis. CRC Press, 2001.
19. A. Monticelli, State Estimation In Electric Power Systems: A Generalized Approach. Kluwer Academic Publishers Group, 1999.
20. M. E. Baran and A. W. Kelley, "A branch-current based state estimation method for distribuition systems, " IEEE Transactions on Power Systems, vol . 10, no. 1, pp. 483-491, February 1995.
21. I. power and E. Society, Distribution Test Feeders, 2010. [Online]. Available: http://ewh.ieee.org/soc/pes/dsacom/testfeeders/