Electromechanical mode estimation using recursive adaptive stochastic subspace identification

IEEE Transactions on Power Systems

Volumn 29, Issue 1, 2014, Pages 349-358

  Nezam Sarmadi, S A ^a   Venkatasubramanian, Vaithianathan ^a  

^a Washington State University   (United States)

Author keywords

Electromechanical modes; power system oscillations; recursive estimation; small signal stability; stochastic subspace identification; wide area measurement systems (WAMS)

Indexed keywords

ELECTROMECHANICAL MODES; POWER SYSTEM OSCILLATIONS; RECURSIVE ESTIMATION; SMALL SIGNAL STABILITY; STOCHASTIC SUBSPACE IDENTIFICATION; WIDE AREA MEASUREMENT SYSTEMS;

ALGORITHMS; MEASUREMENTS; STOCHASTIC SYSTEMS;

ESTIMATION;

EID: 84891556578     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2013.2281004     Document Type: Article

References (26)

1. P. Kundur, Power System Stability and Control. New York, NY, USA: McGraw-Hill, 1994.
2. J. W. Pierre, D. J. Trudnowski, and M. K. Donnely, "Initial results in electromechanical mode identification from ambient data," IEEE Trans. Power Syst., 12, 3, 1245-1250, Aug. 1997.
3. G. Liu, J. Quintero, and V. Venkatasubramanian, "Oscillation monitoring system based on wide area synchrophasors in power systems," in Proc. IREP, Aug. 19-24, 2007, Bulk Power System Dynamics and Control-VII.
4. G. Liu and V. Venkatasubramanin, "Oscillation monitoring from ambient PMU measurements by frequency domain decomposition," in Proc. IEEE Int. Symp. Circuit and Systems,May 2008, 2821-2824.
5. J. Pierre,D.Trudnowski,C. Canizares, L. Dosiek, H. Ghasemi, M. Gibbard, E. Johansson, G. Ledwich, R. Martin, E. Martinez, L. Vanfretti, D. Vowels, R. Wise, and N. Zhou, Identification of Electromechanical Modes in Power Systems, IEEE Task Force Rep., Jun. 2012, Special Publication TP462.
6. D. J. Trudnowski, J.W. Pierre,N. Zhou, J. F.Hauer, and M. Parashar, "Performance of threemode-meter block-processing algorithms for automated dynamic stability assessment," IEEE Trans. Power Syst., 23, 2, 680-689, May 2008.
7. N. Zhou, J. W. Pierre, and J. F. Hauer, "Initial results in power system identification from injected probing signals using a subspace method," IEEE Trans. Power Syst., 21, 3, 1266-1302, Aug. 2006.
8. H. Ghasemi, C. Canizares, and A. Moshref, "Oscillatory stability limit prediction using stochastic subspace identification," IEEE Trans. Power Syst., 21, 2, 736-745, May 2006.
9. N. Jingmin, S. Chen, and L. Feng, "Estimating the electromechanical oscillation characteristic of power system based on measured ambient data utilizing stochastic subspace method," in Proc. IEEE Power and Energy Society General Meeting, July 2011.
10. M. Larsson and D. S. Laila, "Monitoring of inter-area oscillations under ambient conditions using subspace identification," in Proc. IEEE Power and Energy Society General Meeting, Jul. 2009.
11. J. Turunen, M. Larsson, J. Thambirajah, L. C. Harla, and T. Rauhala, "Recent developments in modal estimation of power system electromechanical oscillations," in Proc. 2011 IEEE Trondheim, Power Tech., Jun. 2011.
12. N. Zhou, J. W. Pierre, D. J. Trudnowski, and R. T. Guttromoson, "Robust RLS methods for online estimation of power system electromechanical modes," IEEE Trans. Power Syst., 22, 3, 1240-1249, Aug. 2007. (Pubitemid 47278383)
13. N. Zhou, D. J. Trudnowski, J. W. Pierre, and W. A. Mittelstadt, "Electromechanical mode online estimation using regularized robust RLS methods," IEEE Trans. Power Syst., 23, 4, 1670-1680, Nov. 2008.
14. P. V. Overchee and B. D. Moore, Subspace Identification for Linear Systems: Theory, Implementation and Applications. Dordrecht, The Netherlands: Kluwer, 1996.
15. L. Dosiek, N. Zhou, J. W. Pierre, Z. Huang, and D. J. Trudnowski, "Mode shape estimation algorithms under ambient conditions: A comparative review," IEEE Trans. Power Syst., to be published.
16. C. C. Chang and Z. Li, "Recursive stochastic subspace identification for structural parameter estimation," Sens. Smart Struct. Technol. Civil, Mech., Aerosp. Syst., 7292, 2009.
17. I. Goethals, L. Mevel, A. Benveniste, and B. D. Moore, "Recursive output only subspace identification for in-flight flutter monitoring," in Proc. 22nd Int. Modal Analysis Conf. (IMACXXII), Jan. 26-29, 2004.
18. L. S. Shieh, H. Wang, and R. E. Yates, "Discrete-continuous model conversion," Appl.Math. Model., 4, 6, 449-455, Dec. 1980.
19. T. Gustafsson, "Instrumental variable subspace tracking using projection approximation," IEEE Trans. Signal Process., 46, 3, 669-681, Mar. 1998. (Pubitemid 128743772)
20. C. Paleologo, J. Benesty, and S. Ciochina, "A robust variable forgetting factor recursive least-squares algorithm for system identification," IEEE Signal Process. Lett., 15, 597-600, Oct. 2008.
21. S. Leung and C. F. So, "Gradient-based variable forgetting factor RLS algorithm in time-varying environments," IEEE Trans. Signal Process., 53, 8, 3141-3150, Aug. 2005. (Pubitemid 41372822)
22. J. Ning, X. Pan, and V. Venkatasubramanian, "Oscillation modal analysis from ambient synchrophasor data using distributed frequency domain optimization," IEEE Trans. Power Syst., 28, 2, 1960-1968, May 2013.
23. J. F. Hauer and J. W. Burns, "Roadmap to monitor data collected during the WSCC breakup of August 10, 1996," in PNNL-19459, Pacific Northwest National Laboratory, Richland, WA, USA. [Online]. Available: http://www.pnl.gov/main/publications/external/technical-reports/PNNL-19459.pdf.
24. N. Zhou, Z. Huang, F. Tuffner, S. Jin, J. Lin, and M. Hauer, Final Project Report Oscillation Detection and Analysis, CIEE rep. [Online]. Available: uc-ciee.org/downloads/ODA-Final-Report.pdf.
25. N. Zhou, J. W. Pierre, and D. Trudnowski, "A stepwise regression method for estimating dominant electromechanical modes," IEEE Trans. Power Syst., 27, 2, 1051-1059, May 2012.
26. N. Zhou, D. Trudnowski, and J. W. Pierre, "Mode initialization for on-line estimation of power systemelectromechanicalmodes," in Proc. IEEE Power Systems Conf. Expo., Mar. 2009, 1-8.