Application of a new fuzzy neural network to transient stability prediction

2005 IEEE Power Engineering Society General Meeting

Volumn 1, Issue , 2005, Pages 636-643

  Amjady, Mima ^a  

^a SEMNAN UNIVERSITY   (Iran)

Author keywords

Fuzzy Neural Network; Transient Stability

Indexed keywords

COMPUTER ARCHITECTURE; DEGREES OF FREEDOM (MECHANICS); ELECTRIC POWER SYSTEMS; LEARNING ALGORITHMS; MULTILAYER NEURAL NETWORKS;

CONNECTION WEIGHTS; DEFUZZUFICATION; FUZZY NEURAL NETWORK; TRANSIENT STABILITY;

FUZZY CONTROL;

EID: 27144549030     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. L. Z. Racz, B. Bokay, Power System Stability, Elsevier Science Publishing Co., Inc., New York, New York 10017, USA, 1988.
2. Costas Vournas, Voltage Stability of Electric Power Systems," Kluwer Academic Publishers, 1998.
3. C. W. Taylor, Power System Voltage Stability: McGraw-Hill, 1994.
4. C. W. Liu, M. C. Su, and 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. on Power Systems, Vol. 14, No. 2, May 1999, pp. 685-692.
5. E. D. Tuglie, M. D. Massimo La Scala, P. Scarpellini, "A Corrective Control for Angle and Voltage Stability Enhancement on the Transient Time-Scale," IEEE Trans. on Power Systems, Vol. 15, No. 4, Nov. 2000, pp. 1345-1353.
6. H. Chen, Y. Wang, R. Zhou, "Transient and voltage stability enhancement via coordinated excitation and UPFC control," IEE Proc.-Gener. Transm. Distrib., Vol. 148, No. 3, May 2001, pp. 201-208.
7. N. Amjady, "A framework of reliability assessment with consideration effect of transient and voltage stabilities," IEEE Transaction on Power Systems, Vol. 19, No. 2, May 2004, pp. 1005-1014.
8. N. Amjady, M. Ehsan, "Transient stability assessment of power systems by a new estimating neural network," Can. J. Elect. & Comp. Eng., Vol. 22, No. 3, July 1997, pp. 131-137.
9. K. N. Shubhanga and A. M. Kulkarni, "Determination of Effectiveness of Transient Stability Controls Using Reduced Number of Trajectory Sensitivity Computations," IEEE Trans. on Power Systems, Vol. 19, No. 1, Feb. 2004, pp. 473-482.
10. H. E. Brown, H. H. Happ, C. E. Person, and C. C. Young, "Transient Stability Solution by an Impedance Matrix Method," IEEE Trans. on PAS, Vol. PAS-84, No. 12, December 1965, pp. 1204-1214.
11. G. A. Jones, "Transient Stability of a Synchronous Generator Under Conditions of Bang-Bang Excitation Scheduling," IEEE Trans. on PAS, Vol. PAS-84, No. 1, January 1965, pp. 114-121.
12. M. A. Pai, ENERGY FUNCTION ANALYSIS FOR POWER SYSTEM STABILITY, University of Illinois at champaign / Urbana Copyright 1989 by Kluwer Academic Publishers.
13. N. Amjady, "Transient Stability Assessment by a New Artificial Neural Network," IEEE PES Winter Meeting, Singapore, January 2000.
14. A. M. Mihrig, M. d. Wrong, "Transient Stability Analysis of Multimachine Power Systems By Catastrophe Theory," IEE Proc. C, Vol. 136, No. 4, July 1989, pp.254-258.
15. G. Garcia, J. Benussou and M. Berbiche, "Pattern Recognition Applied to Transient Stability Analysis of Power Systems With Modeling including Voltage and Speed Regulation," IEEE Proceedings-B, Vol. 139, No. 4, July 1992, pp. 321-325.
16. J. A. Pecas Lopes et al., "Fast transient security assessment by pattern recognition techniques," Proc 9th PSCC, Lisbon, Portugal, 1987.
17. 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. on Power Systems, Vol. 10, No.2, May 1995, pp.1029-1035.
18. C. W. Liu and J. S. Thorp, "Application of Synchronized Phasor measurements to Real-Time Transient Stability Prediction," IEE Proc.-Gener. Transm. Distrib., Vol.142, No. 4, pp. 335-360, 1995.
19. S. Rovnyak, S. Kretsinger, J. Thorp, and D. Brown, "Decision Trees for Real-Time Transient Stability Prediction," IEEE Trans. on Power Systems, Vol. 9, No. 3, pp. 1417-1426, Aug. 1994.
20. C. W. Taylor, J. M. Haner, L. A. Hill, W. A. Mittelstadt, and R. L. Cresap, "A New Out-of-Step Relay with Rate of Change of Apparent Resistance Augmentation," IEEE Trans. on Power Apparatus and Systems, Vol. PAS-102, No. 3, pp. 631-639, March 1983.
21. H. J. Boenig and J. F. Hauer, "Commissioning Tests of the Bonueville Power Administration 30 MJ SMES unit," IEEE Trans. On Power Apparatus and Systems, Vol. PAS-104, No. 2, pp. 301-312, Feb. 1985.
22. A. G. Phadke and J. S. Thorp, Computer Relaying for Power Systems, John Willey and Sons Inc., New York, 1988.
23. N. Amjady, "Application of a New Artificial Neural Network in Transient Stability Assessment," Proc. of IEEE Lescope Conference, Halifax, Nova Scotia, Canada, June 1999, pp. 126-132.
24. N. Amjady, Introduction to Intelligent Systems, Semnan University Press, 2002.
25. J. Duncan Glover, and Mulukutla Sarma, Power System Analysis and Design, Northeastern University, PWS Publishers, Boston, 1987.
26. Y. H. Pao, Adaptive Pattern Recognition and Neural Networks, U.S.A, Addison-Wesley, Case Western Reserve University, 1989.