Performance Analysis of Intelligent Controllers for Automatic Voltage Regulator (AVR)

Authors

  • Ajit Kumar Mittal M.Tech Student, Department of Electrical Engineering, B.I.T Sindri, Dhanbad, India
  • Pankaj Rai Associate Professor, Department of Electrical Engineering, B.I.T Sindri, Dhanbad, India

DOI:

https://doi.org/10.51983/ajes-2016.5.2.1982

Keywords:

Automatic Voltage Regulator, Fuzzy Logic Controller, Fuzzy-IMC Controller, Self-Tuning Fuzzy- PID Controller

Abstract

This paper present performance analysis of different type of intelligent controllers for Automatic Voltage Regulator. The main purpose of the AVR is to control the terminal voltage of synchronous generator at a specified level. The modelled system composed of the amplifier, exciter, generator and sensor. In this paper, simulation and comparative analysis of the Automatic voltage Regulator has been carried out by using Fuzzy Logic controller, Fuzzy-IMC controller and Self tuning Fuzzy-PID controller and the results are presented. The proposed controller gives a better response in terms of settling time and overshoot.

References

Abhijit Chakrabarti, Sunita Halder, “Power System Analysis Operation and Control”, PHI Publication, 2012.

H.Saadat, “Power System Analysis”, New York, McGraw-Hill, 1999.

I.J. Nagrath., M. Gopal, “control system engineering”, 5th ed. New age International Publishers, 2010.

J.Faiz, Gh.Shahgholian, M.Arezoomand, “Analysis and Simulation of the AVR System and Parameters Variation Effects”, Powereng 2007, April 12-14, 2007, Setubal, Portugal.

K.Y.Lee, “Fuzzy logic Applications in power system”, IEES-PES winter meeting in Singapore, vol. 4 january, 2000.

M. Baha Bayram, H. Ibrahim Bulbul, Celal Can, and Ramazan Bayindir “MATLAB/GUI Based Basic Design Principles of PID Controller in AVR”, 4th International Conference on Power Engineering, Energy and Electrical Drives, 13-17 May 2013, Istanbul, Turkey, 1017-1022.

McArdle, Morrow, D. J. Calvert, P. A. J and Cadel, O. “Hybrid PI and PD type Fuzzy logic controller for Automatic Voltage Regulation of the small alternator”, Proceedings of Power Engineering Society Summer meet, vol. 3, pp. 1340-1345, 2001.

N.Madinehi, K.Shaloudegi, M. Abedi, H.A.Abyaneh, “Optimum Design of PID Controller in AVR System Using Intelligent Methods”, IEEE Trondheim Power Tech, 2011.

Prabha Kundur, “Power System Stability and Control” McGraw-Hill, 1994.

S.N.Sivanandam, S.N.Deepa, “Principles of Soft Computing” Wiley Publication, 2014.

T.L.Seng, M.B.Khalid, R.Yusof, “Tuning of a Neuro-Fuzzy Controller by Genetic Algorithm”, IEEE Trans. On systems, Man, and Cybernetics-Part-B: Cybernetics, Vol. 29, No. 2, pp. 226-236, Ap. 1999.

Downloads

Published

05-11-2016

How to Cite

Mittal, A. K., & Rai, P. (2016). Performance Analysis of Intelligent Controllers for Automatic Voltage Regulator (AVR). Asian Journal of Electrical Sciences, 5(2), 18–27. https://doi.org/10.51983/ajes-2016.5.2.1982

Issue

Vol. 5 No. 2 (2016): July-December 2016

Section

Articles

License

Copyright (c) 2016 The Research Publication

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.