Email this article 
GA and RL Based PSS of a Multi-Machine System - A Case Study with Kerala Grid
(*) Corresponding author
DOI's assignment:
the author of the article can submit here a request for assignment of a DOI number to this resource!
Cost of the service: euros 10,00 (for a DOI)
Abstract
Stability is a very important aspect in electric power system. There are many factors which affect the power system stability. One of the main problems that lead to instability in a power system is the low frequency oscillation caused by swinging generator rotor. These oscillations will lead to loss of synchronism; limit the power transfer capability and also lead to the islanding of inter connected power system. So in order to damp out these oscillations, power system stabilizer (PSS) are commonly used. A power system stabilizer is a device which provide stabilizing signal to damp out these oscillations. The most commonly used power system stabilizer is the conventional power system stabilizer, which is designed by using frequency domain techniques and it uses a lead-lag network in its design. This paper focus on the design of PSS for a Single Machine connected to Infinite Bus system(SMIB), Multi-machine power system and a real time 220 kV interconnected Kerala power system is also taken. For optimizing the gain of PSS, Genetic algorithm and Reinforcement learning techniques are used, both are two important optimization techniques in the
Copyright © 2013 Praise Worthy Prize - All rights reserved.
Keywords
References
Tao YU and Wei-Guo ZHEN, “A Reinforcement Learning approach to power system stabilizer”, 978-1-4244-4241-6/09, IEEE, 2009.
http://dx.doi.org/10.1109/pes.2009.5275640
L. Davis, Handbook of Genetic Algorithms.New York: Van Nostrand, 1991.
http://dx.doi.org/10.1080/09540099108946598
A. M. Hemeida, Y. A. Mobarak, M. R. Mousa, Power system stabilization using SVC and STATCOM (2010), International Review on Modelling and Simulations (IREMOS), 3 (5), pp. 900-910 .
M A .Abido and Y L.Abdel-magid, “Hybridizing rule based power system stabilizers with genectic algorithm” IEEE transactions on Power systems ,Vol,No 2,may 1999.
http://dx.doi.org/10.1109/59.761886
M A .Abido and Y L.Abdel-magid. “Simultaneous stabilization of multimachine power system via genetic algorithm” IEEE Transactions on Power systems ,Vol 14 ,Novenber 1999.
http://dx.doi.org/10.1109/59.801907
M. A. Pai, Energy Function Analysis for Power System Stability. Norwell,MA: Kluwer, 1989.
http://dx.doi.org/10.1007/978-1-4613-1635-0_1
M.Ravindra Babu and S V Padmavathi. Design of PSS3B for multimachine using GA”Vol 2,Issue 3,May-June 2012,pp 1265-1271.
P.M. Anderson and A.A. Fouad, Power System Control and Stability(Iowa: Iowa State university Press, 1977).
Prabha Kundur, Power System Stability and Control(Tata Mc Graw-Hill Edition).
http://dx.doi.org/10.1201/b12113-11
Rashidi, M.; Rashidi, F.; Monavar, H.; Tuning of power system stabilizers via genetic algorithm for stabilization of power system, Systems, Man and Cybernetics, 2003. IEEE International Conference on Volume 5, 5-8 Oct. 2003,pp.4649 - 4654 vol.5.
http://dx.doi.org/10.1109/icsmc.2003.1245717
S.Ehsan Razavi and Abdollah Babaei,”New technique to improve power system stabilizer via genetic algorithm”jounal of American Science, 2011.
Seyyed Hossein and Reza rahnavard” Application of genetic algorithm to design PID controller for power system Stabilization http://www.emo.org.tr/ekler/ac61d3ece467a15_ek.pdf.
Shoorangiz Shams Shamsabad and Mehdi Nikazad” Multi-machine power system stabilizer adjustment using genetic Algorithm”ISSN:0974-6846. genetic local search technique.
Tsong-Liang huang and Chih-Han Chang.” Design of Sliding mode power system stabilizer via genetic algorithm”proceeding 2003,IEEE International Symposium,july 16-20.
http://dx.doi.org/10.1109/cira.2003.1222234
Refbacks
- There are currently no refbacks.
Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize
