Privacy-preserving energy theft detection in smart grids

Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops

Volumn 1, Issue , 2012, Pages 605-613

  Salinas, Sergio ^a   Li, Ming ^a   Li, Pan ^a  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTANT RATE; CURRENT POWER; DETECTION ALGORITHM; DETECTION PROBLEMS; EXECUTION TIME; EXTENSIVE SIMULATIONS; LINEAR SYSTEM OF EQUATIONS; LU DECOMPOSITION; METER READINGS; POWER GRIDS; PRIVACY ISSUE; PRIVACY PRESERVING; PRIVATE INFORMATION; SMART GRID; SMART METERS; UTILITY COMPANIES;

ALGORITHMS; ELECTRIC POWER DISTRIBUTION; LINEAR SYSTEMS; MESH NETWORKING; SENSORS; SMART POWER GRIDS;

CRIME;

EID: 84867950092     PISSN: 21555486     EISSN: 21555494     Source Type: Conference Proceeding    
DOI: 10.1109/SECON.2012.6275834     Document Type: Conference Paper

References (19)

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. A. Nizar, Z. Dong, and Y. Wang, "Power utility nontechnical loss analysis with extreme learning machine method," IEEE Transactions on Power Systems, vol. 23, no. 3, pp. 946-955, August 2008.
3. J. Nagi, K. Yap, S. Tiong, S. Ahmed, and A. Mohammad, "Detection of abnormalities and electricity theft using genetic support vector machines," in Proceedings of the IEEE Region 10 Conference, Hyderabad, India, November 2008.
4. S. Depuru, L. Wang, and V. Devabhaktuni, "Support vector machine based data classification for detection of electricity theft," in Proceedings of the Power Systems Conference and Exposition (PSCE), Phoenix, Arizona, USA, March 2011.
5. C. Bandim, J. Alves, A. Pinto, F. Souza, M. Loureiro, C. Magalhges, and F. Galvez-Durand, "Identification of energy theft and tampered meters using a central observer meter: a mathematical approach," in Proceedings of the Transmission and Distribution Conference and Exposition, Dallas, Texas, USA, September 2003.
6. A. Ruzzelli, C. Nicolas, A. Schoofs, and G. O'Hare, "Real-time recognition and profiling of appliances through a single electricity sensor," in Proceedings of IEEE SECON, Boston, Massachusetts, USA, June 2010.
7. E. L. Quinn, "Privacy and the new energy infrastructure," Social Science Research Network, pp. 1995-2008, 2009. [Online]. Available: http://ssrn.com/paper=1370731
8. F. Li, B. Luo, and P. Liu, "Secure information aggregation for smart grids using homomorphic encryption," in Proceedings of IEEE Smart-GridComm, Gaitherburg, Maryland, USA, October 2010.
9. S. Abdelhak, A. Abdelgawad, S. Ghosh, and M. Bayoumi, "A complete scheme for distributed lu decomposition on wireless sensor networks," in Proceedings of the 53rd IEEE International Midwest Symposium on Circuits and Systems, Seattle, Washington, USA, August 2010.
10. A. K. Zille Huma Kamal, Ajay Gupta Leszek Lilien, "Classification using efficient lu decomposition in sensornets," in Proceedings of WSN, Banff, Alberta, Canada, July 2006.
11. G. A. Geistt and C. H. Romine, "Lu factorization algorithms on distributed-memory multiprocessor architectures," SIAM Journal on Scientific and Statistical Computing, vol. 9, no. 4, pp. 639-649, July 1988.
12. S. Depuru, L. Wang, and V. Devabhaktuni, "A conceptual design using harmonics to reduce pilfering of electricity," in Proceedings of the Power and Energy Society General Meeting, Minneapolis, Minnesota, USA, July 2010.
13. M. LeMay and C. A. Gunter, "Cumulative attestation kernels for embedded systems," in Proceedings of the 14th European conference on Research in computer security, Saint Malo, France, September 2009.
14. M. Oliveira and A. Padilha-Feltrin, "A top-down approach for distribution loss evaluation," IEEE Transactions on Power Delivery, vol. 24, no. 4, pp. 2117-2124, October 2009.
15. E. Kreyszig, Advanced engineering mathematics. Wiley, 1993.
16. B. Noble, Applied Linear Algebra. Prentice Hall, 1969.
17. T. Cormen, C. Leiserson, R. Rivest, and C. Stein, Introduction to Algorithms (2nd ed.). MIT Press, 2001.
18. "California commercial end-use survey," Itron, June 2006. [Online]. Available: www.energy.ca.gov/ceus/
19. "Electricity user load profiles by profile class," UKERC Energy Data Center, June 1997. [Online]. Available: http://data.ukedc.rl.ac.uk/browse/ edc/Electricity/LoadProfile/data