Design of FNN AVR for Enhancement of Power System
Stability Using Matlab/Simulink
Keywords: Excitation System, Automatic Voltage Regulator, Synchronous Machine, Stability,
Radial Basis Function, Matlab/Simulink.
Mehran University Research Journal of Engineering & Technology
Volume 31 , Issue 3
Aslam Pervez Memon , Mohammad Aslam Uqaili , Zubair Ahmed Memon ,
References
| 1. |
Schleif, F.R., Hunkins, H.D., Martin, G.E., and Hattan,
E.E., "Excitation Control to Improve Power Line
Stability", IEEE Transactions on Power Systems,
Volume 87, pp. 1426-1434, 1968. |
| 2. |
deMello, F.P., and Concordia, C., "Concepts of
Synchronous Machine Stability as Affected by Excitation
Control," IEEE Transactions on Power Systems,
Volume 88, pp. 316-329, 1969. |
| 3. |
Anderson, P.M., and Fouad, A.A., "Power System Control
and Stability", Iowa State University Press, Iowa, USA,
1977. |
| 4. |
Kundur, P., “Power System Stability and Control, 4th
Edition, McGraw-Hill Inc., 1994 |
| 5. |
Saddat, H., “Power System Analysis”, 1st Edition,
McGraw-Hill Inc., 1999. |
| 6. |
Hsu, Y.Y.S., Shyue, W., and Su, C.C., "Low Frequency
Oscillations in Longitudinal Power Systems, Experience
with Dynamic Stability of Taiwan Power System", IEEE/
PES, Winter Meeting, New York, 1986. |
| 7. |
Moussa, H.A.M., and Yu, Y.N., "Optimal Power System
Stabilization Through Excitation and/or Governor
Control", IEEE Transactions on Power Systems,
Volume 91, pp. 1166-1174, 1972. |
| 8. |
Chan, W.C., and Hsu, Y.Y., "An Optimal Variable Structure
Power System Stabilizer for Power System Stabilization",
IEEE Transactions PAS, Volume 102, pp. 1738-1746,
1983. |
| 9. |
Yu, Y.N., and Siggers, C., "Stabilization and Optimal
Control Signals for a Power System", IEEE TP-531
Summer Power Meeting and EHV Conference, July, 1970. |
| 10. |
ANSI/IEEE Std 122 (1985), IEEE Recommended
Practice for Functional and Performance Characteristics
of Control Systems for Steam Turbine-Generator Units,
The Institute of Electrical and Electronics Engineers,
USA, 1985. |
| 11. |
Neibur, D., "Artificial Neural Networks for Power
Systems", Report by TF 38.06.06, Electra No. 159,
April, 1995. |
| 12. |
Howard, S., "Neural Networks in Electrical Engineering",
Proceedings of the ASEE New England Section, Annual
Conference 2006. |
| 13. |
Strefezza, M., and Dote, Y., "Radial Basis Neural Network
Adaptive Controller for Servomotor", IEEE,
Transactions on Power Systems, Volume 2,
pp. 413-417, 1993. |
| 14. |
Warwick, K., Irwin, G.W., and Hunt, K.J., "Neural
Networks for Control and Systems", 1st Edition, Peter
Peregrinus Ltd., UK, February, 1992. |
| 15. |
Suykens, J.A.K., "Artificial Neural Networks for
Modelling and Control of Non-Linear Systems", 1st
Edition, Kluwer Academic Publishers, 1996. |
| 16. |
Fausett, L., "Fundamentals of Neural Networks,
Architectures, Algorithms and Applications", 2nd
Edition, Prentice Hall, 1994. |
| 17. |
Tanaka, K., "An Approach to Stability Criteria of Neural
Network Control Systems", IEEE Transactions on Neural
Networks, Volume 7, No. 3, pp. 629-642, May, 1996. |
| 18. |
Unar, M.A., and Murry, D.J., "Automatic Steering of
Ships Using Neural Networks", International Jouranl
Adaptive Control Signal Process, Volume 13,
pp. 203-218, 1999. |
| 19. |
Memon, A.P., "Artificial Neural Network Applications
in Electrical Alternator Excitation Systems", M.Phil,
Thesis, Mehran University of Engineering &
Technology, Jamshoro, Sindh, Pakistan, 2002. |
| 20. |
Powell, M.J.D., "Radial Basis Functions for Multivariable
Interpolation", A Review, Proceedings IMA Conference
on Algorithms for the Approximation of Functions and
Data, RMCS, pp. 143-167, Shrivenham, UK, 1985. |
| 21. |
Chen, S., Cowan, C.F.N., and Grant, P.M., "Orthogonal
Least Squares Algorithm for Radial Basis Function
Networks", IEEE Transactions on Neural Networks,
Volume 2, No. 2, pp. 302-309, 1991. |
| 22. |
Gurrala, G., and Sen, I., "A Modified Heffron-Phillip's
Model for the Design of Power System Stabilizers",
Power System Technology and IEEE Power India
Conference, 2008. |
| 23. |
Prathap, D., and Krishna, H., et al., "Design of Power
System Stabilizer To Improve Small Signal Stability by
Using Modified Heffron-Phillip's Model", International
Journal of Engineering Science, & Technology,
Volume 3, No. 6, pp. 4888-4896, June, 2011. |
| 24. |
MATLAB Neural Network Toolbox Version 7.0.2
(R2011b), User's Guide, The Mathworks Inc., 2011
http://www.mathworks.com, (Visited on December, 2011. |
| |
|
|