Transient stability prediction by a hybrid intelligent system

IEEE Transactions on Power Systems

Volumn 22, Issue 3, 2007, Pages 1275-1283

  Amjady, Nima ^a   Majedi, Seyed Farough ^a  

^a SEMNAN UNIVERSITY   (Iran)

Author keywords

Hyrid intelligent system; Neural network; Transient stability

Indexed keywords

ELECTRIC GENERATORS; ELECTRIC POWER SYSTEMS; NEURAL NETWORKS; SYNCHRONOUS MACHINERY; TRANSIENT ANALYSIS;

HYBRID INTELLIGENT SYSTEM; PREPROCESSOR; TRANSIENT STABILITY;

INTELLIGENT SYSTEMS;

EID: 34548011487     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2007.901667     Document Type: Article

References (30)

1. P. Kundur, J. Paserba, V. Ajjarapu, G. Anderson, A. Bose, C. Canizares, N. Hatziargyriou, D. Hill, A. Stankovic, C. Taylor, T. V. Cutsem, and V. Vittal, "Definition and classification of power system stability," IEEE Trans. Power Syst., vol. 19, no. 3, pp. 1387-1401, Aug. 2004.
2. P. Kundur, "Power System Stability and Control," in The EPRI Power System Engineering Series. New York: McGraw Hill, 1994.
3. L. Z. Racz and B. Bokay, Power System Stability. New York: Elsevier Science, 1988.
4. N. Amjady, "A framework of reliability assessment with consideration effect of transient and voltage stabilities," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 1005-1014, May 2004.
5. N. Amjady and M. Ehsan, "Transient stability assessment of power systems by a new estimating neural network," Can. J. Elect. Comp. Eng., vol. 22, no. 3, pp. 131-137, Jul. 1997.
6. C. W. Liu, M. C. Su, S. S. Tsay, and Y. J. Wang, "Application of a novel fuzzy neural network to real-time transient stability swings prediction based on synchronized phasor measurements," IEEE Trans. Power Syst., vol. 14, no. 2, pp. 685-692, May 1999.
7. N. Amjady, "Application of a new artificial neural network in transient stability assessment," in Proc. IEEE Lescope Conf., Halifax, NS, Canada, Jun. 1999, pp. 126-132.
8. K. N. Shubhanga and A. M. Kulkarni, "Determination of effectiveness of transient stability controls using reduced number of trajectory sensitivity computations," IEEE Trans. Power Syst., vol. 19, no. 1, pp. 473-482, Feb. 2004.
9. N. Amjady, "Application of a new fuzzy neural network to transient stability prediction," in Proc. IEEE PES Summer Meeting, San Francisco, CA, Jun. 2005, pp. 69-76.
10. H. E. Brown, H. H. Happ, C. E. Person, and C. C. Young, "Transient stability solution by an impedance matrix method," IEEE Trans. Power App. Syst., vol. PAS-84, no. 12, pp. 1204-1214, Dec. 1965.
11. G. A. Jones, "Transient stability of a synchronous generator under conditions of bang-bang excitation scheduling," IEEE Trans. Power App. Syst., vol. PAS-84, no. 1, pp. 114-121, Jan. 1965.
12. M. A. Pai, Energy Function Analysis for Power System Stability. Norwell, MA: Kluwer, 1989.
13. A. M. Mihrig and M. D. Wrong, "Transient stability analysis of multimachine power systems by catastrophe theory," Proc. Inst. Elect. Eng. C, vol. 136, no. 4, pp. 254-258, Jul. 1989.
14. G. Garcia, J. Benussou, and M. Berbiche, "Pattern recognition applied to transient stability analysis of power systems with modeling including voltage and speed regulation," Proc. Inst. Elect. Eng. B, vol. 139, no. 4, pp. 321-325, Jul. 1992.
15. V. Miranda, J. N. Fidalgo, J. A. Pecas Lopes, and L. B. Almedia, "Real time preventive actions for transient stability enhancement with a hybrid neural network-optimization approach," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 1029-1035, May 1995.
16. X. Bai, T. Jiang, Z. Guo, Z. Yan, and Y. Ni, "A unified approach for processing unbalanced conditions in transient stability calculations," IEEE Trans. Power Syst., vol. 21, no. 1, pp. 85-90, Feb. 2006.
17. C. W. Liu and J. S. Thorp, "Application of synchronized phasor measurements to real-time transient stability prediction," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 142, no. 4, pp. 335-360, 1995.
18. S. Rovnyak, S. Kretsinger, J. Thorp, and D. Brown, "Decision trees for real-time transient stability prediction," IEEE Trans. Power Syst. vol. 9, no. 3, pp. 1417-1426, Aug. 1994.
19. A. A. Grobovoy, "Russian far east interconnected power system emergency stability control," in Proc. IEEE Power Engineering Society Summer Meeting, Jul. 2001, vol. 2, no. 15-19, pp. 824-829.
20. L. S. Moulin, A. P. Alves da Silva, M. A. El-Sharkawi, and R. J. Marks II, "Support vector machines for transient stability analysis of largescale power systems," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 818-825, May 2004.
21. L. S. Moulin, A. P. A. da Silva, M. A. El-Sharkawi, and R. J. Marks II, "Support vector and multilayer perceptron neural networks applied to power systems transient stability analysis with input dimensionality reduction," in Proc. IEEE Power Engineering Society Summer Meeting Chicago, IL, Jul. 2002, vol. 13, pp. 1308-1313.
22. Y. Mansour, A. Y. Chang, J. Tamby, E. Vaahedi, and M. A. El-Sharkawi, "Large scale dynamic security screening and ranking using neural networks," IEEE Trans. Power Syst., vol. 12, no. 2, pp. 954-960, May 1997.
23. I. Kamwa, R. Grondin, and L. Loud, "Time-varying contingency screening for dynamic security assessment using intelligent-systems techniques," IEEE Trans. Power Syst., vol. 16, no. 3, pp. 526-536, Aug. 2001.
24. N. Amjady and M. Esmaili, "Application of a new sensitivity analysis framework for voltage contingency ranking," IEEE Trans. Power Syst. vol. 20, no. 2, pp. 973-983, May 2005.
25. N. Amjady and M. Esmaili, "Improving voltage security assessment and ranking vulnerable bus with consideration of power system limits," Int. J. Elect. Power Energy Syst., vol. 25, no. 9, pp. 705-715, Nov. 2003.
26. M. J. Laufenberg and M. A. Pai, "A new approach to dynamic security assessment using trajectory sensitivities," IEEE Trans. Power Syst. vol. 13, no. 3, pp. 953-958, Aug. 1998.
27. H. You, V. Vittal, and X. Wang, "Slow coherency-based islanding," IEEE Trans. Power Syst., vol. 19, no. 1, pp. 483-491, Feb. 2004.
28. C. P. Rodriguez and G. J. Anders, "Energy price forecasting in the ontario competitive power system market," IEEE Trans. Power Syst. vol. 19, no. 1, pp. 366-374, Feb. 2004.
29. 1993, PN40 Operator Manual 2, ABB Network Control Ltd., Turgi, Switzerland.
30. PSS/E25 Program Operation Manual Power Technologies Inc., USA, 1997.