Application of a new neural network to on-line voltage stability assessment

Canadian Journal of Electrical and Computer Engineering

Volumn 25, Issue 2, 2000, Pages 69-75

  Amjady, Nima ^a  

^a SEMNAN UNIVERSITY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC POWER SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; SENSITIVITY ANALYSIS;

ENERGY METHOD; VOLTAGE STABILITY;

VOLTAGE CONTROL;

EID: 0034172075     PISSN: 08408688     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (32)

1. IEEE, Voltage Stability of Power Systems: Concepts, Analytical Tools and Industry Experience, IEEE Special Publication 90TH0358-2-PWR,1990.
2. CIGRE Task Force 38-02-10, Modeling of Voltage Collapse Including Dynamic Phenomena, CIGRE Task Force 38-02-10,1993.
3. Reports of 230-400 kV Transmission System Faults in Iran's Power Network, National Dispatching Center of Iran, Jan. 1997.
4. P. Kundur, Power System Stability and Control, McGraw-Hill, Inc., 1993.
5. V.A. Venekov et al., "Estimation of electrical power system steady state stability in load flow calculations," IEEE Trans. Power Appar. Syst., vol. PAS-94, May/June 1975.
6. A. Tranuchit and R.J. Thomas, "A posturing strategy against voltage instability in electric power systems," IEEE Trans. Power Syst., Feb. 1988.
7. M.G. O'Grandy and M.A. Pai, "Analysis of voltage collapse in power systems," in Proc. 21st NAPS, Oct. 1989.
8. Y. Tamurà, H. Mori, and S. Iwamoto, "Relationship between voltage instability and multiple load flow solutions in electric power systems," IEEE Trans. Power Appar. Syst., vol. PAS-102, no. 5, May 1983.
9. C.L. DeMarco and T.J. Overbye, "An energy based security measure for assessing vulnerability to voltage collapse," IEEE Trans. Power Syst., vol. PWRS-5, no. 2, May 1990.
10. K. Iba, H. Suzuli, M. Egawa, and T. Watanabe, "Calculation of the critical loading condition with nose curve using homotopy continuation method," presented at IEEE/PES 1990 Summer Meeting. Minneapolis, Minn., July 15-19,1990.
11. V. Ajjarapu and C. Christy, "The continuation power flow: A tool for steady state voltage stability analysis," in Proc. IEEE PICA Conf., May 1991.
12. C.A. Canizares and R.L. Alvarado, "Point of collapse and continuation methods for large AC/DC systems," IEEE Trans. Power Syst., vol. PWRS-8, no. 1, Feb. 1993.
13. S. Greene, I. Dobson, and F.L. Alvarado, "Contingency ranking for voltage collapse via sensitivities from a single nose curve," IEEE Trans. Power Syst., vol. PWRS-14, no. 1, pp. 232-238, Feb. 1999.
14. T.J. Overbye and C.L. DeMarco, "Voltage stability enhancement using energy based sensitivities," IEEE Trans. Power Syst., vol. PWRS-6, no. 3, Aug. 1991.
15. _, "Improved techniques for power system voltage stability assessment using energy method," IEEE Trans. Power Syst., vol. PWRS-6, no. 4, Nov. 1991.
16. T.J. Overbye, I. Dobson, and C.L. DeMarco, "Q-V curve interpretations of energy measures for voltage security," presented at IEEE/PES 1993 Winter Meeting. Jan. 31-Feb. 5,1993.
17. T.J. Overbye, Application of an Energy Based Security Method to Voltage Instability in Electrical Power Systems, Ph.D. dissertation, University of Wisconsin-Madison, Madison, Wis., 1991.
18. X. Ma, A.A. El-Keib, R.E. Smith, and H. Ma, "Estimation of voltage stability margins using artificial neural networks," in Proc. 26th NAPS, Sept. 1994.
19. A.A. El-Keib and X. Ma, "Application of artificial neural networks in voltage stability assessment," IEEE Trans. Power Syst., vol. PWRS-1O, no. 4, Nov. 1995.
20. M. La Scala, M. Trovato, and F. Torelli, "A neural network-based method for voltage security monitoring," IEEE Trans. Power Syst., vol. PWRS-11, no. 3, pp. 1332-1341, Aug. 1996.
21. 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, July 1997.
22. N. Amjady, "Design of a new neural network for determination of transient stability of power systems," M.Sc. thesis, Dept. of Electrical Engineering, Sharif University of Technology, Tehran, Iran, 1994.
23. N. Sadorf, Functional Link Net for Interpolating, Addison-Wesley Publishing Company, 1990.
24. Y.H. Pao, Adaptive Pattern Recognition and Neural Networks, Addison-Wesley, Case Western Reserve University, 1989.
25. D.R. Hush and E.G. Horne, "Progress in supervised neural networks," IEEE Signal Process. Mag., pp. 8-39, Jan. 1993.
26. A.V. Oppenheim and R.W. Schafer, Digital Signal Processing, Prentice-Hall Inc., 1975.
27. E.A. Guillemin, Synthesis of Passive Networks, New York: John Wiley & Sons, Inc., 1957.
28. I. Dobson and H. Chiang. "Towards a theory of voltage collapse in electric power systems," Syst. & Control Lett., 1989.
29. J. Duncan Glover and Mulukutla Sarma. Power System Analysis and Design, Boston: Northeastern University, PWS Publishers, 1987.
30. Y. Wallach, Calculations and Programs for Power System Networks, Prentice-Hall, 1986.
31. PFLOW, available from ftp://iliniza.uwaterloo.ca/pub/pflow.
32. A. Papoulis, "On the approximation problem in filter design," IRE Conv. Record, Pt. 2,1957, pp.175-185.