A search method for obtaining initial guesses for smart grid state estimation

2012 IEEE 3rd International Conference on Smart Grid Communications, SmartGridComm 2012

Volumn , Issue , 2012, Pages 599-604

  Weng, Yang ^a   Negi, Rohit ^a   Ilic, Marija D ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

historical data; iterative algorithm; kernel ridge regression; Smart grid; state estimation

Indexed keywords

BAYESIAN FRAMEWORKS; COMPUTATIONAL POWER; ESTIMATION PROBLEM; HISTORICAL DATA; ITERATIVE ALGORITHM; KERNEL RIDGE REGRESSIONS; SMART GRID; WEIGHTED LEAST SQUARES;

ALGORITHMS; ASYNCHRONOUS MACHINERY; ELECTRIC POWER GENERATION; ENERGY MANAGEMENT SYSTEMS; ESTIMATION; INFORMATION MANAGEMENT; NEWTON-RAPHSON METHOD; REGRESSION ANALYSIS; STATE ESTIMATION; UNCERTAINTY ANALYSIS;

SMART POWER GRIDS;

EID: 84876040045     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SmartGridComm.2012.6486051     Document Type: Conference Paper

References (20)

1. A. Wood and B. Wollenberg, Power generation, operation, and control, 2nd ed. , 1996.
2. F. C. Schweppe, J. Wildes, and D. B. Rom, "Power system static state estimation, parts 1, 2, 3. " IEEE Transactions on Power Apparatus and Systems, p. 120, Jan. 1970.
3. A. Abur and A. G. Exposito, "Power system state estimation: Theory and implementation, " CRC Press, Mar. 2004.
4. E. Handschin, F. C. Schweppe, J. Kohlas, and A. Fiechter, "Bad data analysis for power system state estimation, " IEEE Transactions on Power Apparatus and Systems, p. 329, Apr. 1975.
5. D. M. Falcao, P. A. Cooke, and A. Brameller, "Power system tracking state estimation and bad data processing, " IEEE Transactions on Power Apparatus and Systems, p. 325, Feb. 1982.
6. L. Mili, M. G. Cheniae, N. S. Vichare, and P. J. Rousseeuw, "Algorithm for least median of squares estimation of power systems, " Proc. 35-th Midwest Symp. Circuit and Systems, pp. 1276-1283, Aug. 1992.
7. S. Gastoni, G. P. Granelli, and M. Montagna. , "Robust state estimation procedure based on the maximum agreement between measurements, " IEEE Transactions on Power Systems, p. 2038, Nov. 2004.
8. Y. Weng, R. Negi, Q. Liu, and M. D. Ilíc, "Robust state-estimation procedure using a least trimmed squares pre-processor, " IEEE Innovative Smart Grid Technologies, pp. 1-6, Jan. 2011.
9. H. Zhu and G. B. Giannakis, "Estimating the state of ac power systems using semidefinite programming, " Proceedings 43rd North America Power Symposium (NAPS), pp. 1-7, Aug. 2011.
10. Y. Weng, Q. Li, R. Negi, and M. D. Ilíc, "Semidefinite programming for power system state estimation, " IEEE Power and Energy Society General Meeting, Jul. 2012.
11. F. F. Wu, "Power system state estimation: A survey, " International Journal of Electrical and Power Engineering, vol. 12, pp. 80-87, 1990.
12. A. Monticelli, "The impact of modeling short circuit branches in state estimation, " IEEE Transactions on Power Systems, vol. 8, no. 1, pp. 364-370, Feb. 1993.
13. A. G. Exposito, A. Abur, A. V. Jaen, and C. G. Quiles, "A multilevel state estimation paradigm for smart grids, " Proceedings of the IEEE, p. 952, Jun. 2011.
14. B. V. Tuykom, J. C. Maun, and A. Abur, "Use of phasor measurements and tuned weights for unbalanced system state estimation, " North American Power Symposium (NAPS), p. 1, Sep. 2010.
15. A. P. S. Meliopoulos, B. Fardanesh, and S. Zelingher, Power system state estimation: modeling error effects and impact on system operation, Jan. 2001.
16. H. Wu and J. Giri, "Pmu impact on the state estimation reliability for improved grid security, " IEEE Power Energy Society Transmission and Distribution Conference and Exhibition, p. 1349, Mar. 2005.
17. T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd ed. Springer, Feb. 2009.
18. R. D. Zimmerman, C. E. Murillo-Sanchez, , and R. J. Thomas, "Matpower's extensible optimal power flow architecture, " IEEE Power and Energy Society General Meeting, pp. 1-7, Jul. 2009.
19. R. D. Zimmerman and C. E. Murillo-Sanchez, "Matpower, a matlab power system simulation package, " http://www. pserc. cornell. edu/matpower/manual. pdf, Jul. 2010.
20. NYISO, "Load data profile, " http://www. nyiso. com, May. 2012.