Leveraging AMI Data for Distribution System Model Calibration and Situational Awareness

IEEE Transactions on Smart Grid

Volumn 6, Issue 4, 2015, Pages 2050-2059

  Peppanen, Jouni ^a   Reno, Matthew J ^a   Thakkar, Mohini ^a   Grijalva, Santiago ^a   Harley, Ronald G ^a,b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF KWAZULU NATAL   (South Africa)

Author keywords

Graphical user interfaces; load modeling; parameter estimation (PE); power distribution; power system measurements; smart grids; state estimation (SE); visualization

Indexed keywords

ADVANCED METERING INFRASTRUCTURES; BIG DATA; ELECTRIC LOAD MANAGEMENT; ENERGY RESOURCES; FLOW VISUALIZATION; GRAPHICAL USER INTERFACES; INTERFACE STATES; REGRESSION ANALYSIS; SMART METERS; SMART POWER GRIDS; STATE ESTIMATION; THREE DIMENSIONAL COMPUTER GRAPHICS; USER INTERFACES; VISUALIZATION;

DISTRIBUTED ENERGY RESOURCES; DISTRIBUTION SYSTEM MODELING; DISTRIBUTION SYSTEM STATE ESTIMATIONS; LOAD MODELING; PARAMETER ESTIMATION METHOD; POWER DISTRIBUTIONS; POWER SYSTEM MEASUREMENT; SMART GRID;

PARAMETER ESTIMATION;

EID: 85027926150     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2014.2385636     Document Type: Article

References (33)

1. Y.-F. Huang, S. Werner, J. Huang, N. Kashyap, and V. Gupta, "State estimation in electric power grids: Meeting new challenges presented by the requirements of the future grid," IEEE Signal Process. Mag., vol. 29, no. 5, pp. 33-43, Sep. 2012.
2. X. Feng, F. Yang, and W. Peterson, "A practical multi-phase distribution state estimation solution incorporating smart meter and sensor data," in Proc. IEEE Power Energy Soc. Gen. Meeting, San Diego, CA, USA, Jul. 2012, pp. 1-6.
3. G. Taylor, "Report on use of distribution state estimation results for distribution network automation functions, D2.2.1," High Perform. Comput. Technol. Smart Distrib. Netw. Oper. (HiPerDNO) Res. Consortium, Brunel Univ. London, Uxbridge, U.K., Tech. Rep. FP7-248135, Apr. 2011.
4. D. A. Haughton and G. T. Heydt, "A linear state estimation formulation for smart distribution systems," IEEE Trans. Power Syst., vol. 28, no. 2, pp. 1187-1195, May 2013.
5. I. Roytelman and S. M. Shahidehpour, "State estimation for electric power distribution systems in quasi real-time conditions," IEEE Trans. Power Del., vol. 8, no. 4, pp. 2009-2015, Oct. 1993.
6. 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.
7. M. Baran and T. E. McDermott, "State estimation for real-time monitoring of distribution feeders," in Proc. IEEE Power Energy Soc. Gen. Meeting, Calgary, AB, Canada, Jul. 2009, pp. 1-4.
8. M. E. Baran, J. Jung, and T. E. McDermott, "Including voltage measurements in branch current state estimation for distribution systems,"in Proc. IEEE Power Energy Soc. Gen. Meeting, Calgary, AB, Canada, Jul. 2009, pp. 1-5.
9. M. Baran and T. E. McDermott, "Distribution system state estimation using AMI data," in Proc. IEEE Power Syst. Conf. Expo., Seattle, WA, USA, Jul. 2009, pp. 1-3.
10. J. Peppanen, J. Grimaldo, M. J. Reno, S. Grijalva, and R. G. Harley, "Increasing distribution system model accuracy with extensive deployment of smart meters," in Proc. IEEE Power Energy Soc. Gen. Meeting, Washington, DC, USA, Jul. 2014, pp. 1-5.
11. F. P. Sioshansi, Smart Grid: Integrating Renewable, Distributed and Efficient Energy, 1st ed. New York, NY, USA: Academic Press, 2011.
12. Smart Meters and Smart Meter Systems: A Metering Industry Perspective, EEI-AEIC-UTC, Washington, DC, USA, Mar. 2011.
13. R. Hoffman, "Practical state estimation for electric distribution networks," in Proc. IEEE PES Power Syst. Conf. Expo., Atlanta, GA, USA, Oct./Nov. 2006, pp. 510-517.
14. H. Wang and N. N. Schulz, "A load modeling algorithm for distribution system state estimation," in Proc. IEEE PES Transmiss. Distrib. Conf. Expo., Atlanta, GA, USA, Oct./Nov. 2001, pp. 102-105.
15. E. Manitsas, R. Singh, B. Pal, and G. Strbac, "Modelling of pseudo-measurements for distribution system state estimation," in Proc. IET-CIRED SmartGrids Distrib., Frankfurt, Germany, Jun. 2008, pp. 1-4.
16. A. Mutanen, M. Ruska, S. Repo, and P. Jarventausta, "Customer classification and load profiling method for distribution systems," IEEE Trans. Power Del., vol. 26, no. 3, pp. 1755-1763, Jul. 2011.
17. American National Standard for Electric Power Systems and Equipment-Voltage ratings (60 Hertz), ANSI Standard C84.1-2011, Dec. 2006.
18. F. C. Schweppe and J. Wildes, "Power system static-state estimation, Part I: Exact model," IEEE Trans. Power App. Syst., vol. PAS-89, no. 1, pp. 120-125, Jan. 1970.
19. A. Abur, Power System State Estimation: Theory and Implementation. New York, NY, USA: Marcel Dekker, 2004.
20. P. Zarco and A. Gomez-Exposito, "Power system parameter estimation: A survey," IEEE Trans. Power Syst., vol. 15, no. 1, pp. 216-222, Feb. 2000.
21. M. R. M. Castillo, J. B. A. London, and N. G. Bretas, "An approach to power system branch parameter estimation," in Proc. IEEE Elect. Power Conf., Vancouver, BC, Canada, Oct. 2008, pp. 1-5.
22. A. J. Berrisford, "A tale of two transformers: An algorithm for estimating distribution secondary electric parameters using smart meter data," in Proc. Annu. IEEE Can. Conf. Elect. Comput. Eng., Regina, SK, Canada, May 2013, pp. 1-6.
23. W. Luan, J. Peng, M. Maras, and J. Lo, "Distribution network topology error correction using smart meter data analytics," in Proc. IEEE Power Energy Soc. Gen. Meeting, Vancouver, BC, Canada, Jul. 2013, pp. 1-5.
24. T. A. Short, "Advanced metering for phase identification, transformer identification, and secondary modeling," IEEE Trans. Smart Grid, vol.4, no. 2, pp. 651-658, Jun. 2013.
25. nd ed. Stevenage, U.K.: Peter Peregrinus, 2003.
26. R. Singh. (Feb. 6, 2014). State Estimation in Power Distribution Network Operation. [Online]. Available: http://www.eeh.ee.ethz.ch/fileadmin/user-upload/eeh/news-events/events/Next-Generation-Workshop/Ravindra-Singh.pdf
27. W. H. Kersting, "Center tapped transformer and 120/240 volt secondary models," in Proc. IEEE Rural Elect. Power Conf., Charleston, SC, USA, Apr. 2008, pp. A1-A1-7.
28. Y. Sun and T. J. Overbye, "Visualizations for power system contingency analysis data," IEEE Trans. Power Syst., vol. 19, no. 4, pp. 1859-1866, Nov. 2004.
29. F. Milano, "Three-dimensional visualization and animation for power systems analysis," Elect. Power Syst. Res., vol. 79, no. 12, pp. 1638-1647, Dec. 2009.
30. J. N. Bank, O. A. Omitaomu, S. J. Fernandez, and Y. Liu, "Visualization and classification of power system frequency data streams," in Proc. IEEE Int. Conf. Data Min. Workshops, Miami, FL, USA, Dec. 2009, pp. 650-655.
31. M. J. Reno and K. Coogan, "Grid integrated distributed PV (GridPV),"Sandia Nat. Lab., Albuquerque, NM, USA, Tech. Rep. SAND2013-6733, 2013.
32. C. Y. Evrenosog˜lu, A. Abur, and E. Akleman, "Three dimensional visualization and animation of travelling waves in power systems," Elect. Power Syst. Res., vol. 77, no. 7, pp. 876-883, May 2007.
33. (Aug. 13, 2014). Three.Js - Javascript 3D Library. [Online]. Available: http://threejs.org