VANTAGE: A Lyapunov exponents based technique for identification of coherent groups of generators in power systems

Electric Power Systems Research

Volumn 105, Issue , 2013, Pages 33-38

  Khaitan, Siddhartha Kumar ^a   McCalley, James D ^a  

^a Iowa State University of Science and Technology   (United States)

Author keywords

Coherent groups of generators; Lyapunov exponents method; Rotor angle stability; Time domain simulation; Time series data

Indexed keywords

ALGORITHMIC PROCEDURE; COHERENT GENERATORS; CRITICAL CHALLENGES; LYAPUNOV EXPONENT; PRIORI ESTIMATION; ROTOR ANGLE STABILITY; TIME-DOMAIN SIMULATIONS; TIME-SERIES DATA;

DIFFERENTIAL EQUATIONS; ELECTRIC POWER SYSTEM PROTECTION; LYAPUNOV FUNCTIONS; ROTORS (WINDINGS); TIME DOMAIN ANALYSIS;

LYAPUNOV METHODS;

EID: 84881300937     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2013.07.004     Document Type: Article

References (28)

1. H. You, V. Vittal, and X. Wang Slow coherency-based islanding IEEE Transactions on Power Systems 19 2004 483 491
2. R. Podmore Identification of coherent generators for dynamic equivalents IEEE PAS 1978 1344 1354 (Pubitemid 8622673)
3. S.-C. Wang, and P.-H. Huang Fuzzy c-means clustering for power system coherency 2005 IEEE International Conference on Systems, Man and Cybernetics, volume 3, IEEE 2005 2850 2855 (Pubitemid 41674819)
4. I. Kamwa, A.K. Pradhan, G. Joos, and S. Samantaray Fuzzy partitioning of a real power system for dynamic vulnerability assessment IEEE Transactions on Power Systems 24 2009 1356 1365
5. M.M. El-arini, and A. Fathy Identification of coherent generators using fuzzy c-means clustering algorithm and construction of dynamic equivalent of power system Journal of Electrical Systems 6 2010 2
6. I. Kamwa, A. Pradhan, and G. Joós Automatic segmentation of large power systems into fuzzy coherent areas for dynamic vulnerability assessment TPWRS 22 2007 1974 1985 (Pubitemid 350141998)
7. http://www.pserc.cornell.edu/tcc/tcc-help.md?helpfile=39bus. mc&windowtitle=39%20Bus%20System, 2013.
8. http://electrica.uc3m.es/pablole/new-england.html, 2013.
9. S.K. Khaitan, and J.D. McCalley High performance computing for power system dynamic simulation High Performance Computing in Power and Energy Systems 2012 43 69
10. C. Fu, High-speed extended-term time-domain simulation for online cascading analysis of power systemalysis of Power System, Ph.D. Thesis, 2011.
11. P. Kundur Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions IEEE TPWRS 19 2004 1387 1401
12. B. Spalding, H. Yee, and D. Goudie Coherency recognition for transient stability studies using singular points IEEE PAS 96 1977 1368 1375
13. T. Krishnaparandhama, S. Elangovan, and A. Kuppurajulu Method for identifying coherent generators EPES 3 1981 85 90
14. R. Agrawal, and D. Thukaram Identification of coherent synchronous generators in a multi-machine power system using support vector clustering International Conference on Power and Energy Systems 2011 1 6
15. K. Anaparthi, B. Chaudhuri, N. Thornhill, and B. Pal Coherency identification in power systems through principal component analysis IEEE Transactions on Power Systems 20 2005 1658 1660 (Pubitemid 41300984)
16. M. Wang, and H. Chang Novel clustering method for coherency identification using an artificial neural network IEEE TPWRS 9 1994 2056 2062
17. T. Hiyama Identification of coherent generators using frequency response IEE Proceedings C- Generation Transmission and Distribution 128 1981 262 268 (Pubitemid 12437056)
18. M. Pai, and R. Adgaonkar Identification of coherent generators using weighted eigenvectors Proc. IEEE Power Eng. Soc. Winter Meeting 1979
19. Y. Ohsawa, and M. Hayashi Coherency recognition for transient stability equivalents using lyapunov function PSCC Conference Dannstadt, FRG 1978
20. C. Liu, J. Thorp, J. Lu, R. Thomas, and H. Chiang Detection of transiently chaotic swings in power systems using real-time phasor measurements IEEE Transactions on Power Systems 9 1994 1285 1292
21. J. Yan, C. Liu, and U. Vaidya Pmu-based monitoring of rotor angle dynamics IEEE Transactions on Power Systems 2011 1-1
22. S. Dasgupta, M. Paramasivam, U. Vaidya, and A. Venkataramana PMU-based model-free approach for short term voltage stability monitoring IEEE Power and Energy Society General Meeting 2009 2012
23. M. Rosenstein, J. Collins, and C. De Luca A practical method for calculating largest Lyapunov exponents from small data sets Physica D: Nonlinear Phenomena 65 1993 117 134
24. A. Wolf, J. Swift, H. Swinney, and J. Vastano Determining Lyapunov exponents from a time series Physica D: Nonlinear Phenomena 16 1985 285 317
25. M. Sano, and Y. Sawada Measurement of the Lyapunov spectrum from a chaotic time series Physical review letters 55 1985 1082 1085
26. http://ocw.mit.edu/courses/earth-atmospheric-and-planetary-sciences/ 12-006j-nonlinear-dynamics-i-chaos-fall-2006/lecture-notes/lecnotes15.pdf, 2013 (accessed on 15.11.12).
27. R. Schainker Real-time dynamic security assessment: fast simulation and modeling applied to emergency outage security of the electric grid IEEE Power and Energy Magazine 4 2006 51 58
28. P. Tang Table-lookup algorithms for elementary functions and their error analysis IEEE Symposium on Computer Arithmetic 1991 232 236 (Pubitemid 21717533)