Power system transient stability assessment - Traditional vs modern methods

Control Engineering Practice

Volumn 6, Issue 10, 1998, Pages 1233-1246

  Pavella, Mania ^a  

^a UNIVERSITY OF LIÈGE   (Belgium)

Author keywords

Artificial intelligence; Decision trees; Neural networks; Power systems; Stability analysis; Time domain methods; Transient stability assessment

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION THEORY; ELECTRIC POWER SYSTEMS; NEURAL NETWORKS; NUMERICAL METHODS; TIME DOMAIN ANALYSIS; TRANSIENTS;

DECISION TREES; TRANSIENT STABILITY ASSESSMENT;

SYSTEM STABILITY;

EID: 0032180382     PISSN: 09670661     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0967-0661(98)00073-2     Document Type: Article

References (36)

1. Athay, T. et al. (1979). Transient energy stability analysis. In System Engineering for Power: Emergency Operating State Control - Section IV., U.S. Dept of Energy Publication, No. CONF-790904-P1.
2. Bergen, A.R., & Hill, D.J. (1981). A structure preserving model for power system stability analysis. In IEEE Trans. on PAS, PAS-100, pp. 25-33.
3. Boyen, X., & Wehenkel, L. (1995). Fuzzy decision tree induction for power system security assessment. In 2nd IFAC Symp. on Control of Power Plants and Power Systems, Cancun, Mexico, December, pp. 151-156.
4. Chiang, H.D., et al. (1994). A BCU method for direct analysis of power system transient stability. In IEEE Trans., PWRS-9, pp. 1194-2000.
5. Dy-Liacco, T.E. (1968). Control of Power Systems via the Multi-Level Concept. Sys. Res. Center, Case Western Reserve Univ., Cleveland, Ohio, Rep. SRC-68-19.
6. Dy-Liacco, T.E. (1996). On the applicability of automatic learning to power system operation. In Revue E. Special issue on Apprentissage Automatique; Applications aux Reseaux d'Energie Electrique, December, pp. 19-22.
7. El-Abiad, A.H., & Nagappan, K. (1966). Transient stability region of multimachine power systems. In IEEE Trans., PAS-85, pp. 586-600.
8. Fonseca, L.G.S. & Decker, I.C. (1985). Iterative algorithm for critical energy determination in transient stability of power systems. In IFAC Symp. on Planning and Operation Electric Energy Systems, Rio de Janeiro, Brazil.
9. Fouad, A.A., & Vittal, V. (1992). Power System Transient Stability Analysis Using the Transient Energy Function Method. Prentice-Hall Inc., Englewood Cliffs, N.J.
10. Grujić, Lj.T., et al. (1987). Large Scale Systems Stability Under Structural and Singular Perturbations. Lecture Notes in Control and Information Sciences Series, Springer-Verlag, Berlin.
11. Hatziargyriou, N.D., et al. (1994). A decision tree method for on-line steady state security assessment. In IEEE Trans., PWRS-9, pp. 1052-1061.
12. Houben, I., et al. (1995). Coupling of k-NNs with decision trees for power system transient stability assessment. In Proc. of the IEEE/CCA'95 Conf. on Control Applications, Albany, September, pp. 825-832.
13. Houben, I., et al. (1998). Genetic algorithm based k nearest neighbours. In Proc. of Conf. on Control of Industrial Applications, Belfort, France, May, pp. 43-48.
14. Jacquemart, Y., et al. (1995). Statistical approaches to dynamic security assessment: The data base generation problem. In Proc. of SI-POWER'95, 2nd IFAC Symp. on Control of Power Plants and Power Systems, December, pp. 243-246.
15. Kakimoto, N., et al. (1980). Transient stability analysis of multimachine power systems with field flux decays via Lyapunov's direct method. In IEEE Trans., PAS-99, pp. 1819-1827.
16. Kimbark, E.W. (1948). Power System Stability. Vol. I: Elements of Stability Calculations. John Wiley and Sons, Inc. New York.
17. Kundur, P., et al. (1987). Rapid analysis of transient stability: needs, benefits and requirements. In Rapid Analysis of Transient Stability (sponsored by System Dynamic Performance Subcommittee of the IEEE Power Systems Eng. Committee of the IEEE-PES; W.W. Price, Chairman of the Task Force), IEEE/PES Winter Meeting, Paper No. 87THO 169-3-PWR.
18. Kundur, P. (1994). Power System Stability and Control. McGraw Hill.
19. Maria, G.A. et al. (1990). Hybrid transient stability analysis. In IEEE Trans., PWRS-5, pp. 384-394.
20. Pai, M.A. (1981). Power System Stability. Analysis by the Direct Method of Lyapunov. North-Holland Publishing Company, Amsterdam.
21. Pai, M.A. 1989. Energy Function Analysis for Power system Stability. Kluwer Academic Publishers, Boston.
22. Park, R.H. 1929. System stability as a design problem. In AIEE Trans., 48, pp. 170-194.
23. Pavella, M., & Murthy, P.G. (1993). Transient Stability of Power Systems. J. Wiley and Sons, Chichester, England.
24. Prabhakara, F.S., and El-Abiad, A.H. 1975. A simplified determination of transient stability regions for Lyapunov methods. In IEEE Trans, PAS-94, pp. 672-689.
25. Prabhakara, F.S., & Heydt, G.T. (1987). Review of pattern recognition methods for rapid analysis of transient stability assessment. IEEE PES Winter Meeting, New York, Paper No. 87THO 169-3 PWR
26. Rahimi, F.A., & Schaffer, G. (1987). Power system transient stability indexes for on-line analysis of 'worst case' dynamic contingencies. In IEEE Trans., PWRS-2, pp. 660-668.
27. Ribbens-Pavella, M., et al. (1981). An acceleration approach to practical stability domain estimation in power systems. In Electrical and Power System Modelling and Simulation (J. Robbert and W. Midvidy, Eds), J.C. Baltwer Ag, Scientific Publishing Co, pp. 3-10.
28. Sobajic, D.J., & Pao, Y.H. (1989). Artificial neural-net based dynamic security assessment for electric power systems. In IEEE Trans. on PWRS, 4(1), February, pp. 220-228.
29. Wehenkel, L. et al. (1989). An artificial intelligence framework for on-line transient stability assessment of electric power systems. In IEEE Trans., PWRS-4, pp. 789-800.
30. Wehenkel, L. et al. (1991). Decision trees for preventive voltage stability assessment. In Proc. of the Int. Workshop on Bulk Power System Voltage Phenomena - Voltage Stability and Security, Deep Creek Lake, McHenry, Maryland, pp. 217-228.
31. Wehenkel, L. et al. (1994). Decision tree based transient stability method. A case study. In IEEE Trans., PWRS6-9, pp. 459-469.
32. Wehenkel, L., & Pavella, M. (1996). Why and which automatic learning approaches to power system security assessment. In Proc. of the IMACS-IEEE Conf. on Computational Engg. in Systems Applications, Lille, France, July,
33. Wehenkel, L. et al. (1997). A probabilistic approach to the design of power systems protection schemes against blackouts. Proc. of IFAC/CIGRE Symp. on Control of Power Systems and Power Plants, Beijing, China, pp. 506-511.
34. Xue, Y. et al. (1988). A simple direct method for fast transient stability assessment of large power systems. In IEEE Trans., PWRS-3, pp. 400-412.
35. Zhang, Y., et al. (1997a). SIME: a hybrid approach to fast transient stability assessment and contingency selection. In Int. Journal of Electrical Power and Energy Systems, 19(3), March, pp. 195-208.
36. Zhang, Y., et al. (1997b). An approach to real-time transient stability emergency control. In Proc. of IFAC/CIGRE Symp. on Control of Power System and Power Plants, Beijing, China, pp. 673-678.