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Reseach Article

Effect of Different Membership Functions on Fuzzy Power System Stabilizer for Synchronous Machine Connected to Infinite Bus

by Slimane Touil, Djilani Ben Attous
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 71 - Number 7
Year of Publication: 2013
Authors: Slimane Touil, Djilani Ben Attous
10.5120/12371-8716

Slimane Touil, Djilani Ben Attous . Effect of Different Membership Functions on Fuzzy Power System Stabilizer for Synchronous Machine Connected to Infinite Bus. International Journal of Computer Applications. 71, 7 ( June 2013), 20-26. DOI=10.5120/12371-8716

@article{ 10.5120/12371-8716,
author = { Slimane Touil, Djilani Ben Attous },
title = { Effect of Different Membership Functions on Fuzzy Power System Stabilizer for Synchronous Machine Connected to Infinite Bus },
journal = { International Journal of Computer Applications },
issue_date = { June 2013 },
volume = { 71 },
number = { 7 },
month = { June },
year = { 2013 },
issn = { 0975-8887 },
pages = { 20-26 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume71/number7/12371-8716/ },
doi = { 10.5120/12371-8716 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:34:54.621273+05:30
%A Slimane Touil
%A Djilani Ben Attous
%T Effect of Different Membership Functions on Fuzzy Power System Stabilizer for Synchronous Machine Connected to Infinite Bus
%J International Journal of Computer Applications
%@ 0975-8887
%V 71
%N 7
%P 20-26
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The effectiveness of power system stabilizer (PSS) in providing damping and improving the dynamic response is well established. In this paper focuses, the performance of single machine infinite bus is studied with fuzzy power system stabilizer (FPSS). The generator is represented by the standard K-coefficients as second order system. The mechanism to discuss the rules is described and the performance is investigated for trapezoidal, triangular and Gaussian membership functions of input and output variables. For FPSS, speed deviation and acceleration deviation are taken as input. The system is simulated in SIMULINK environment and performance is investigated for transients due to change in input of varying magnitude.

References
  1. F W Keay and W H south, "Design of Power System Stabilizer Sensing Frequency Deviation", IEEE Transactions on Power Apparatus and Systems, vol. 90, pp. 707- 713, March 1971.
  2. K A El-Metwally and O P Malik, "Fuzzy Logic Based Power System Stabilizer", IEEE Proc- Gener. Transm. Distri. , vol. 142, pp. 277-281, May 1995.
  3. H Taliyat, J Sadeh and R Ghazi "Design of Augmented Fuzzy Logic Power System Stabilizer to Enhance Power System Stability" IEEE Transactions on Energy Conversion, vol 11, pp, 97-103, March 1996.
  4. T Hiyama, "Development of Fuzzy Logic Power System Stabilizer and Further Studies", IEEE International Conference on Systems, Man and Cybernetics '99, vol. 6, pp. 545-550.
  5. S Majid, H A Rahman and O B Jais, "Study of Fuzzy Logic Power System Stabilizer",IEEE Student onference on Research and Development 2002, pp. 335- 339.
  6. ] Jaun, L H Herron and A Kalam, "Comparison of Fuzzy Logic Based and Rule Based Power System Stabilizer", IEEE Conference on Control Application, pp. 692- 697, sept. 1992.
  7. R Gupta, D K Sambariya and R Gunjan, "Fuzzy Logic Based Robust Power System Stabilizer for a Multi-machine Power System",IEEE ICIT, pp. 1037-1042, Dec 2006.
  8. G V Moodley, G D Jennings, R G Harley and M T Wishart, "Fuzzy Logic Power System Stabilizer in Multi Machine Stability Studies" IEEE AFRICON, pp. 843-848, Sept. 1996.
  9. A M D Ferreira, J A L Barreiros and J R Brito-de-Souza, "Fuzzy Power Pystem Stabilizer including a Fuzzy PI Controller", UKACC International Conference on Control, IEE, Sept 1998.
  10. C M Lim, "Application of a new Fuzzy Logic Control Scheme for Stability Enhancement-Simulation and Experimental Results", IEEE International Conference on Fuzzy Systems, vol. 3, pp. 1339-1346, March 1995.
  11. T J Rose, "Fuzzy Logic With Engineering Applications", McGraw-Hill. Inc, Newyork, 1997
  12. T P Hong and C. Lee, "Induction of Fuzzy Rules and Membership Functions from Training Examples," Fuzzy Sets and Systems, vol. 84, pp. 33-47, Nov. 1996.
  13. P Kundur, "Power System Stability and Control", McGraw-Hill 1994.
  14. J H Chow and J J Sanchez-Gasca, "Pole Placement Designs of Power System Stabilizers", IEEE Transactions on Power Systems, vol. 4, pp. 271-277, Feb 1989. .
  15. Y Y Hsu"Design of Proportional-integral Power System Stabilizer", IEEE Transactions on Power systems, vol. 1, pp. 46-52, May 1986.
  16. Y N Yu and Q H Li, "Pole Placement Power System Stabilizers Design of an Unstable Nine Machine System", IEEE Transactions on Power Systems , vol. 5, pp. 353-358, May 1990.
  17. C J Wu and Y Y Hsu, "Design of Self-tuning PID Power System Stabilizer for Multimachine Power System", IEEE Transactions on Power Systems, vol. 3, pp. 1059-1064, Aug. 1998.
Index Terms

Computer Science
Information Sciences

Keywords

Power System Stabilizer Synchronous Machine Single Machine Infinite Bus System Fuzzy Logic Simulink