Forecasting-aided state estimation - Part I: Panorama

IEEE Transactions on Power Systems

Volumn 24, Issue 4, 2009, Pages 1667-1677

  Do Coutto Filho, Milton Brown ^a   Stacchini de Souza, Julio Cesar ^a  

^a FLUMINENSE FEDERAL UNIVERSITY   (Brazil)

Author keywords

State estimation; State forecasting

Indexed keywords

APRIORI; BAD DATA; COMPUTATIONAL EFFORT; DATA REDUNDANCY; ELECTRIC ENERGIES; ENERGY MANAGEMENT SYSTEM; FORECASTING CAPABILITY; FORECASTING TECHNIQUES; INNOVATION ANALYSIS; NETWORK CONFIGURATION; PARAMETER ERROR; POWER SYSTEM STATE ESTIMATION; RESEARCH EFFORTS; RESEARCH RESULTS; STATE ESTIMATORS; STATE FORECASTING;

ELECTRIC LOAD FORECASTING; ENERGY MANAGEMENT; INDUSTRIAL RESEARCH; RANDOM PROCESSES; STATE ESTIMATION; TECHNOLOGICAL FORECASTING;

ESTIMATION;

EID: 70350712145     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2009.2030295     Document Type: Article

References (69)

1. F. C. Schweppe, J. Wildes, and D. Rom, "Power system static state estimation: Parts I, II, and III," IEEE Trans. Power App. Syst., vol. PAS-89, pp. 120-135, Jan. 1970.
2. T. E. D. Liacco, "Real-time computer control of power systems," Proc. IEEE, vol. 62, pp. 884-891, Jul. 1974.
3. A. Bose and K. A. Clements, "Real-time modeling of power networks," Proc. IEEE, vol. 75, pp. 1607-1622, Dec. 1987.
4. F. F. Wu, "Power system state estimation: A survey," Elect. Power & Energy Syst., vol. 12, no. 1, pp. 80-87, Jan. 1990.
5. M. B. Do Coutto Filho, A. M. Leite da Silva, and D. M. Falcão, "Bibliography on power system state estimation (1968-1989)," IEEE Trans. Power Syst., vol. 5, no. 3, pp. 950-961, Aug. 1990.
6. O. Alsaç, N. Vempati, B. Stott, and A. Monticelli, "Generalized state estimation," IEEE Trans. Power Syst., vol. 13, no. 3, pp. 1069-1075, Aug. 1998.
7. A. Monticelli, State Estimation in Electric Power Systems: A Generalized Approach. Norwell, MA: Kluwer, 1999.
8. A. Abur and A. G. Expósito, Power System State Estimation: Theory and Implementation. New York: Marcel Decker, 2004.
9. M. Kezunovic, A. Abur, A. Edris, and D. Sobajic, "Data integration/ exchange, part 1 and part 2: Existing/future technical and business opportunities," IEEE Power & Energy Mag., pp. 14-19, May/Jun. 2004.
10. P. Rousseaux, T. V. Cutsem, and T. E. D. Liacco, "Whither dynamic state estimation," Elect. Power & Energy Syst., vol. 12, no. 2, pp. 237-244, Apr. 1990.
11. M. B. Do Coutto Filho, J. D. Glover, and A. M. Leite da Silva, "State estimators with forecasting capability," in Proc. 11th Power Syst. Comput. Conf. (PSCC), Avignon, France, Aug. 1993, vol. II, pp. 689-695.
12. M. B. Do Coutto Filho, J. C. Stacchini de Souza, and R. S. Freund, "Forecasting-aided state estimation - Part II: Implementation," IEEE Trans. Power Syst., vol. 24, no. 4, pp. 1678-1685, Nov. 2009.
13. M. Ilic and J. Zaborszky, Dynamics and Control of Large Electric Systems. New York: Wiley, 2000.
14. T. E. D. Liacco, "The adaptative reliability control system," IEEE Trans. Power App. Syst., vol. PAS-86, pp. 517-531, May 1967.
15. L. H. Fink and K. Carlsen, "Operating under stress and strain," IEEE Spectr., pp. 48-53, Mar. 1978.
16. P. Kundur et al., "Definition and classification of power system stability," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 1387-1401, May 2004.
17. A. P. Alves da Silva, A. M. Leite da Silva, J. C. Stacchini de Souza, and M. B. Do Coutto Filho, "State forecasting based on artificial neural networks," in Proc. 11th Power Syst. Comput. Conf. (PSCC , Avignon, France, Aug. 1993, vol. I, pp. 461-468.
18. A. S. Debs and R. E. Larson, "A dynamic estimator for tracking the state of a power system," IEEE Trans. Power App. Syst., vol. PAS-89, pp. 1670-1678, Sep./Oct. 1970.
19. K. Srinivasan and Y. Robichaud, "A dynamic estimator for complex bus voltage determination," IEEE Trans. Power App. Syst., vol. PAS-93, pp. 1581-1588, Sep./Oct. 1974.
20. M. F. Allam and M. A. Laughton, "Power-system dynamic-state estimation by optimal variable incremental displacements," Proc. Inst. Elect. Eng. C, vol. 123, no. 5, pp. 433-436, May 1976.
21. C. Chatfield, The Analysis of Time Series: An Introduction, ser. Texts in Statistical Science, 6th ed. London, U.K.: Chapman & Hall/CRC, 2003.
22. R. D. Masiello and F. C. Schweppe, "A tracking static state estimator," IEEE Trans. Power App. Syst., vol. PAS-90, pp. 1025-1033, Mar./Apr. 1971.
23. E. Handschin, "Real-time data processing using state estimation in electric power systems," in Real Time Control of Electric Power Systems. The Netherlands, Amsterdam: Elsevier, 1972, pp. 29-57.
24. D. M. Falcão, P. A. Cooke, and A. Brameller, "Power system tracking state estimation and bad data processing," IEEE Trans. Power App. Syst., vol. PAS-101, pp. 325-333, Feb. 1982.
25. K. Nishiya, H. Takagi, J. Hasegawa, and T. Koike, "Dynamic state estimation for electric power systems - Introduction of a trend factor and detection of innovation processes," Elect. Eng. Jpn., vol. 96, no. 5, pp. 79-87, May 1976.
26. K. Nishiya, H. Takagi, J. Hasegawa, and T. Koike, "Dynamic state estimation including detection of innovation process for electric power systems," Elect. Eng. Jpn., vol. 98, no. 1, pp. 52-61, Jan. 1978.
27. K. Nishiya, J. Hasegawa, and T. Koike, "Dynamic state estimation including anomaly detection and identification for power systems," Proc. Inst. Elect. Eng. C, vol. 129, no. 5, pp. 192-198, Sep. 1982.
28. A. M. Leite da Silva, M. B. Do Coutto Filho, and J. F. de Queiroz, "State forecasting in electric power systems," Proc. Inst. Elect. Eng. C, vol. 130, no. 5, pp. 237-244, Sep. 1983.
29. A. M. Leite da Silva, M. B. Do Coutto Filho, and J. M. C. Cantera, "An efficient dynamic state estimation including bad data processing," IEEE Trans. Power Syst., vol. 2, no. 4, pp. 1050-1058, Nov. 1987.
30. M. B. Do Coutto Filho, A. M. Leite da Silva, J. M. C. Cantera, and R. A. da Silva, "Information debugging for real-time power systems monitoring," Proc. Inst. Elect. Eng. C, vol. 136, no. 3, pp. 145-152, May 1989.
31. A. P. Alves da Silva, V. H. Quintana, and G. K. H. Pang, "Solving data acquisition and processing problems in power systems using a pattern analysis approach," Proc. Inst. Elect. Eng. C, vol. 138, no. 4, pp. 365-376, Jul. 1991.
32. A. P. Alves da Silva and V. H. Quintana, "Pattern analysis in power system state estimation," Elect. Power & Energy Syst., vol. 17, no. 1, pp. 51-60, Jan. 1995.
33. J. C. S. Souza, A. M. Leite da Silva, and A. P. Alves da Silva, "Information debugging in forecasting-aided state estimation using a pattern analysis approach," in Proc. 12th Power Syst. Comput. Conf. (PSCC), Dresden, Germany, Aug. 1996, vol. II, pp. 1214-1220.
34. J. C. S. Souza, A. M. Leite da Silva, and A. P. Alves da Silva, "Data debugging for real-time power system monitoring based on pattern analysis," IEEE Trans. Power Syst., vol. 11, no. 3, pp. 1592-1599, Aug. 1996.
35. J. C. S. Souza, A. M. Leite da Silva, and A. P. Alves da Silva, "Data visualization and identification of anomalies in power system state estimation using artificial neural networks," Proc. Inst. Elect. Eng. C, vol. 144, no. 5, pp. 445-455, Sep. 1998.
36. J. C. S. Souza, A. M. Leite da Silva, and A. P. Alves da Silva, "Online topology determination and bad data suppression in power system operation using artificial neural networks," IEEE Trans. Power Syst. vol. 13, no. 3, pp. 796-803, Aug. 1998.
37. K. R. Shih and S. J. Huang, "Application of a robust algorithm for dynamic state estimation of a power system," IEEE Trans. Power Syst. vol. 17, no. 1, pp. 141-147, Feb. 2002.
38. S. J. Huang and K. R. Shih, "Dynamic state estimation scheme including nonlinear measurement function considerations," Proc. Inst. Elect. Eng. C, vol. 149, no. 6, pp. 673-678, Nov. 2002.
39. J. M. Lin, S. J. Huang, and K. R. Shih, "Application of sliding surface-enhanced control for dynamic state estimation of a power system," IEEE Trans. Power Syst., vol. 18, no. 2, pp. 570-577, May 2003.
40. S. J. Huang and J. M. Lin, "Enhancement of anomalous data mining in power system predicting-aided state estimation," IEEE Trans. Power Syst., vol. 19, no. 1, pp. 610-619, Feb. 2004.
41. M. B. Do Coutto Filho, J. C. Stacchini de Souza, R. S. G. Mattos, and M. T. Schilling, "Revealing gross errors in critical measurements and sets via forecasting-aided state estimators," Int. J. Elect. Power Syst. Res., vol. 57, no. 1, pp. 25-32, Jan. 2001.
42. M. B. Do Coutto Filho, J. C. S. Souza, R. S. G. Matos, and M. T. Schilling, "Strategies for preserving data redundancy in power system state estimation," in Proc. 13th Power Syst. Comput. Conf. (PSCC) Trodheim, Norway, Jun./Jul. 1999, vol. 1, pp. 441-447.
43. M. B. Do Coutto Filho, J. C. S. Souza, R. S. G. Matos, and M. T. Schilling, "Preserving data redundancy in state estimation through a predictive database," in Proc. IEEE Power Tech Conf., Budapest, Hungary, Aug./Sep. 1999, pp. 271-277.
44. M. B. Do Coutto Filho, J. C. Stacchini de Souza, and M. T. Schilling, "Generating high quality pseudo-measurements to keep state estimation capabilities," in Proc. IEEE Power Tech Conf., Lausanne, Switzerland, Jul. 2007, pp. 1-6, paper #139.
45. D. M. Falcão and U. H. Bezerra, "Power system operating state forecasting for security analysis and applications," Elect. Power & Energy Syst., vol. 13, no. 6, pp. 330-336, Dec. 1991.
46. A. K. Sinha and J. K. Mondal, "Dynamic state estimator using ANN based bus load prediction," IEEE Trans. Power Syst., vol. 14, no. 4, pp. 1219-1225, Nov. 1999.
47. D. Mallieu, T. V. Cutsem, P. Rousseaux, and M. Ribbens-Pavella, "Dynamic multilevel filtering for real-time estimation of electric power system," Control - Theory & Adv. Tech No. (C-TAT Special Issue on Large-Scale Systems), vol. 2, no. 2, pp. 255-272, May/Jun. 1986.
48. P. Rousseaux, D. Mallieu, T. V. Cutsem, and M. Ribbens-Pavella, "Dynamic state prediction and hierarchical filtering for power system state estimation," Automatica, vol. 24, no. 5, pp. 595-618, Sep. 1988.
49. A. K. Sinha and J. K. Mandal, "Hierarchical dynamic state estimation using a ANN-based dynamic load prediction," Proc. Inst. Elect. Eng. C, vol. 146, no. 6, pp. 541-549, Nov. 1999.
50. K. Srinivasan and Y. Robichaud, "A dynamic estimator for complex bus voltage determination," IEEE Trans. Power App. Syst., vol. PAS-91, pp. 1581-1588, Sep./Oct. 1974.
51. H. R. Sirisena and E. P. M. Brown, "Fast identification of bad data in power system tracking state estimation," Int. J. Elect. Power Syst. Res., vol. 4, pp. 277-308, Oct. 1981.
52. Z. Morvaj, "A mathematical model of an electric power system for dynamic state estimation," Int. J. Elect. Power Syst. Res., vol. 8, pp. 207-217, May 1985.
53. A. Abur, A. Keyhani, and H. Bakhtiari, "Autoregressive filters for the identification and replacement of bad data in power system state estimation," IEEE Trans. Power Syst., vol. 2, no. 3, pp. 552-560, Aug. 1987.
54. A. Bahgat, M. M. F. Sakr, and A. R. El-Shafei, "Two level dynamic state estimator for electric power systems based on nonlinear transformation," Proc. Inst. Elect. Eng. C, vol. 136, no. 1, pp. 15-23, Jan. 1989.
55. N. G. Bretas, "An iterative dynamic state estimation and bad data processing," Int. J. Elect. Power & Energy Syst., vol. 11, no. 1, pp. 70-74, Jan. 1989.
56. B. Sadecky and P. Neuman, "State estimation and short term load prediction as components of the power system security assessment," in Proc. 11th Power Syst. Computation Conf. (PSCC), Avignon, France, Aug. 1993, vol. II, pp. 705-712.
57. J. K. Mandal, A. K. Sinha, and L. Roy, "Incorporating nonlinearities of measurement function in power system dynamic state estimation," Proc. Inst. Elect. Eng. C, vol. 142, no. 3, pp. 289-296, May 1995.
58. E. Handschin and E. Kliokys, "Transformer tap position estimation and bad data detection using dynamic signal modeling," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 810-817, May 1995.
59. G. Durgaprasad and S. S. Thakur, "Robust dynamic state estimation of power systems based on M-estimation and realistic modeling of system dynamics," IEEE Trans. Power Syst., vol. 13, no. 4, pp. 1331-1336, Nov. 1998.
60. G. Durgaprasad and S. S. Thakur, "A new approach to dynamic state estimation of power systems," Int. J. Elect. Power Syst. Res., vol. 45, no. 3, pp. 173-180, Jun. 1998.
61. J. C. Stacchini de Souza, M. B. Do Coutto Filho, M. T. Schilling, and C. de Capdeville, "Optimal metering systems for monitoring power networks under multiple topological scenarios," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1700-1708, Nov. 2005.
62. K. P. Burnham and D. R. Anderson, Model Selection and Multi-Model Inference: A Practical Information-Theoretic Approach, 2nd ed. New York: Springer, 2002.
63. V. Miranda, J. Pereira, and J. T. Saraiva, "Load allocation in DMS with a fuzzy state estimator," IEEE Trans. Power Syst., vol. 15, no. 2, pp. 529-534, May 2000.
64. Next Generation State Estimation (Predictive, Dynamic With System Identification), EPRI 2008 Annual Research Portfolio, Power Delivery & Markets - Grid operations, project 39.002. [Online]. Available: http://portfolio.epri.com/.
65. A. Abur, Enhanced State Estimators, Final report for project S-22, PSERC publication 06-45, 2006.
66. R. J. Hyndman, A. B. Koehler, J. K. Ord, and R. D. Snyder, Forecasting With Exponential Smoothing: The State Space Approach. New York: Springer, 2008.
67. J. Durbin and S. J. Koopman, Time Series Analysis by State Space Methods. Oxford, U.K.: Oxford Univ. Press, 2001.
68. E. M. Lourenço, A. J. A. Simões Costa, and K. A. Clements, "Bayesian-based hypothesis testing for topological error identification in generalized state estimation," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 1206-1215, May 2004.
69. E. M. Lourenço, A. J. A. Simões Costa, and K. A. Clements, "A topology error identification method directly based on collinearity tests," IEEE Trans. Power Syst., vol. 21, no. 4, pp. 1920-1929, Nov. 2006.