Non-technical loss detection using state estimation and analysis of variance

IEEE Transactions on Power Systems

Volumn 28, Issue 3, 2013, Pages 2959-2966

  Huang, Shih Che ^a   Lo, Yuan Liang ^a   Lu, Chan Nan ^a  

^a NATIONAL SUN YAT SEN UNIVERSITY   (Taiwan)

Author keywords

Advanced metering infrastructure (AMI); analysis of variance (ANOVA); data validation estimation and editing; meter tampering detection; non technical loss; state estimation

Indexed keywords

DATA VALIDATION; DISTRIBUTION FEEDERS; DISTRIBUTION TRANSFORMER; ESTIMATION RESULTS; INJECTION MEASUREMENT; METER TAMPERING; NON-TECHNICAL LOSS; TAIWAN POWER COMPANIES;

ANALYSIS OF VARIANCE (ANOVA); CRIME; ELECTRIC TRANSFORMERS; ESTIMATION; FEEDING; SALES; STATE ESTIMATION;

ADVANCED METERING INFRASTRUCTURES;

EID: 84881030918     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2012.2224891     Document Type: Article

References (19)

1. P. Kadurek, J. Blom, J. F. G. Cobben, and W. L. Kling, "Theft detection and smart metering practices and expectations in the Netherlands," in Proc. IEEE PES Innovative Smart Grid Technologies Conf. Europe (ISGT Europe), 2010.
2. S. McLaughlin, D. Podkuiko, and P. McDaniel, "Energy theft in the advanced metering infrastructure," in Proc. CRITIS 2009, 2010, vol. LNCS 6027, pp. 176-187.
3. I. H. Cavdar, "A solution to remote detection of illegal electricity usage via power line communication," IEEE Trans. Power Del., vol. 19, no. 4, pp. 1663-1667, Oct. 2004.
4. A. Pasdar and S. Mirzakouchaki, "A solution to remote detecting of illegal electricity usage based on smart metering," in Proc. 2nd IEEE Int. Workshop Soft Computing Applications (SOFA 2007), Aug. 21-23, 2007.
5. J. Nagi, A. M. Mohammad, K. S. Yap, S. K. Tiong, and S. K. Ahmed, "Non-technical loss analysis for detection of electricity theft using support vectormachines," in Proc. 2nd IEEE Int. Conf. Power and Energy, Dec. 1-3, 2008.
6. D. Matheson, C. Jmg, and F. Monforte, "Meter data management for the electricity market," in Proc. 8th Int. Conf. Probabilistic Methods Applied to Power Systems, 2004.
7. VEE Standard for the Ontario Smart Metering System, Issue 3.0, Mar. 31, 2010.
8. Release 2.0 of the NIST Framework and Roadmap for SmartGrid Interoperability Standards, NIST Special Publication 1108R2, Feb. 2012.
9. I. Roytelman, "Real-time distribution power flow-lessons from practical implementations," in Proc. IEEE PES PSCE, Oct./Nov. 2006, pp. 505-509.
10. R. C. Dugan, R. F. Arritt, T. E. McDermott, S. M. Brahma, and K. Schneider, "Distribution system analysis to support the smart grid," in Proc. IEEE Power Energy Soc. Gen. Meeting, 2010, pp. 1-8.
11. M. Baran and T. E. McDermott, "Distribution system state estimation using AMI data," in Proc. IEEE PES PSCE, Seattle, WA, Mar. 2009, pp. 1-3.
12. M. E. Baran and A. W. Kelley, "State estimation for real-time monitoring of distribution systems," IEEE Trans. Power Syst., vol. 9, no. 3, pp. 1601-1609, Aug. 1994.
13. C. N. Lu, J. H. Teng, and W. E.-H. Liu, "Distribution system state estimation," IEEE Trans. Power Syst., vol. 10, no. 1, pp. 229-240, Feb. 1995.
14. J. Wan and K. N. Miu, "Weighted least squares methods for load estimation in distribution networks," IEEE Trans. Power Syst., vol. 18, no. 4, pp. 1338-1345, Nov. 2003.
15. Z. J. Simendic, V. C. Strezoski, and G. S. Svenda, "In-field verification of the real-time distribution state estimation," in Proc. 18th Int. Conf. Electricity Distribution (CIRED), Turin, Italy, Jun. 6-9, 2005.
16. A. Monticelli, State Estimation in Electric Power Systems a Generalized Approach. Norwell, MA: Kluwer, 1999.
17. "NIST/SEMATECH e-Handbook of Statistical Methods" [Online]. Available: http://www.itl.nist.gov/div898/handbook/, date
18. M. L. Berenson, D. M. Levine, and T. C. Krehbiel, Basic Business Statistics. Upper Saddle River, NJ: Pearson Prentice Hall, 2009.
19. H. Wang, "Distribution system state estimation," Ph.D. dissertation, Michigan Technol. Univ., Houghton, MI, 2002.