Power system state forecasting using regression analysis

IEEE Power and Energy Society General Meeting

Volumn , Issue , 2012, Pages

  Hassanzadeh, Mohammad ^a   Evrenosoglu, Cansin Yaman ^a  

^a State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSICAL DYNAMICS; DYNAMIC STATE ESTIMATION; FORECASTING ACCURACY; ON-LINE MEASUREMENT DATA; STATE FORECASTING; STATE TRANSITION MATRIX; SYSTEM STATE; TRANSITION MATRICES;

REGRESSION ANALYSIS; STATE ESTIMATION; STATISTICS;

FORECASTING;

EID: 84870600353     PISSN: 19449925     EISSN: 19449933     Source Type: Conference Proceeding    
DOI: 10.1109/PESGM.2012.6345595     Document Type: Conference Paper

References (18)

1. F.C. Schweppe and J. Wildes, "Power system static state estimation, pt. I: exact model," IEEE Trans. on Power Apparatus and Systems, vol. PAS-89, pp. 120 - 125, Jan. 1970.
2. F.C. Schweppe and D.B. Rom, "Power system static-state estimation, pt. II: approximate model," IEEE Trans. on Power Apparatus and Systems, vol. PAS-89, pp. 125 - 130, Jan. 1970.
3. F.C. Schweppe, "Power system static state estimation, pt. III: implementation," IEEE Trans. Power Apparatus and Systems, vol. PAS-89, pp.130 - 135, Jan. 1970.
4. B.E. Larson, W.F. Tinney and J. Peschon, "State estimation in electric power systems, pt. I: theory and feasibility," IEEE Trans. on Power Apparatus and Systems, vol. PAS-89, pp. 345 - 352, Mar. 1970.
5. R.E. Larson, W.F. Tinney, L.P. Hajdu and D.S. Piercy, "State estimation in electric power systems, pt. II: implementation and applications," IEEE Trans. on Power Apparatus and Systems, vol. PAS-89, pp. 353 - 363, Mar. 1970.
6. A.S. Debs and R.E. Larson, "A dynamic state estimator for tracking the state of a power system," IEEE Trans. on Power Apparatus and Systems, vol: PAS-89, no.7, pp. 1670-1678, Sep/Oct. 1970.
7. K. Nishiya, J. Hasegawa and T. Koike, "Dynamic state estimation including anomaly detection and identification for power systems," IEE Proc. C, Gen., Trans & Dist., vol. 129, no. 5, pp. 192-198, Sep. 1982.
8. A.M.Leite da Silva, M.B.Do Coutto Filho and J.F. de Queiroz, "State forecasting in electric power systems," IEE Proc. C, Gen., Trans & Dist., vol.130, no.5,pp.273, Sep. 1983.
9. Z. Morvaj,"A mathematical model of an electric power system for dynamic state estimation," Electric Power System Research, vol.8 pp. 207-217, May 1985.
10. E.A.Blood, B.H.Krogh, M.D.Ilic, "Electric power system static state estimation through Kalman filtering and load forecasting," in Proc. of IEEE/PES General Meeting, Pittsburgh, PA, July 2008.
11. G. Durgaprasad, S.S. Thakur, "Robust dynamic state estimation of power systems based on M-Estimation and realistic modeling of system dynamics," IEEE Trans. on Power Sys., vol. 13, no. 4, pp.1331-1336, Nov. 1998.
12. A.K. Sinha and J.K. Mandal, "Dynamic state estimator using ANN based bus load prediction," IEEE Trans. on Power Sys., vol. 14, no. 4,pp. 1219-1225, Dec. 1999.
13. M.B. Do Coutto Filho, J.C. Stacchini de Souza and R.S. Freund, "Forecasting-aided state estimation - part II: implementation," IEEE Trans. on Power Sys, vol. 24, no. 4,pp.1678 - 1685, Nov 2009.
14. M.B. Do Coutto Filho, J.C. Stacchini de Souza and Ronaldo Sérgio Freund, "Forecasting-aided state estimation - part I: panorama," IEEE Trans. on Power Sys., vol. 24, no.4, pp. 1667-1677, Nov2009.
15. M.Hassanzadeh and C.Y.Evrenosoǧlu, "A regression analysis based state transition model for power system dynamic state estimation," in Proc. of IEEE/PESNorth American Power Symposium, Boston, MA, Aug 2011.
16. Bonneville Power Administration, Wind Generation & Total Load in the BPA Balancing Authority, http://transmission.bpa.gov/business/operations/wind, 2011.
17. A. Abur, F.H. Magnago and Y. Lu, "Educational toolbox for power system analysis," IEEE Computer Applications in Power, vol. 13, no. 4, pp. 31-35, Oct. 2000.
18. S.Makridakis and S.C Wheelwright, Forecasting methods and applications. NY: Wiley, 1998.