© The Institution of Engineering and Technology
This study presents a novel technique to extract and update the rules of fuzzy linguistic model (FLM). The interrelations between inputs and outputs of a FLM are assigned using payoff matrix through Prisoner's Dilemma (PD). These interrelations are updated by updating the payoff matrix through Evolutionary Algorithm based PD to propose Evolutionary Algorithm based fuzzy Prisoner's Dilemma linguistic model (FPDLM). The effect of evolutionary algorithm based FPDLM as power system stabiliser is tested on single machine infinite bus system and also multi machine system.
References
-
-
1)
-
P. Kundur ,
M. Klein ,
G.J. Rogres ,
M.S. Zywno
.
Application of power system stabilizers for enhancement of overall system stability.
IEEE Trans. Power Syst.
,
2 ,
614 -
626
-
2)
-
17. Kundur, P.: ‘Power system stability and control’ (McGraw-Hill, New York, 1994).
-
3)
-
A.K. Qin ,
V.L. Huang ,
P.N. Suganthan
.
Differential evolution algorithm with strategy adaptation for global numerical optimization.
IEEE Trans. Evol. Comput.
,
2 ,
398 -
417
-
4)
-
P. Hoang ,
K. Tomsovic
.
Design and analysis of an adaptive fuzzy power system stabilizer.
IEEE Trans. Energy Convers.
,
455 -
461
-
5)
-
12. Fader, P.S., Hauser, J.R.: ‘Implicit coalitions in a generalized Prisoner's Dilemma’ (Sloan School of Management, 1987), pp. 1880–87.
-
6)
-
19. Ross, T.J.: ‘Fuzzy logic with engineering applications’ (John Willey & Sons Ltd, 2004, 2nd edn.).
-
7)
-
13. Kovacic, Z., Bogelan, S.: ‘Fuzzy controller design: theory and applications’ (CRC Press, 2006).
-
8)
-
14. Tomescu, B.: ‘On the use of fuzzy logic to control paralleled dc-converters’ Dissertation, Virginia Polytechnic Institute and State University Blacksburg, Virginia, October 2001.
-
9)
-
E.V. Larsen ,
D.A. Swann
.
Applying power system stabilizers Part I–III.
IEEE Trans. Power Appar. Syst.
,
6 ,
3017 -
3046
-
10)
-
D.K. Chaturvedi ,
P.S. Satsangi ,
P.K. Kalra
.
Load frequency control: a generalized neural network approach.
Int. J. Electr. Power Energy Syst., Elsevier Sci.
,
405 -
15
-
11)
-
6. Nowak, M.A., May, R.M.: ‘Evolutionary games and spatial chaos’, Nature (London), 1992, 359, pp. 826–829 (doi: 10.1038/359826a0).
-
12)
-
20. Srikanth, N.V., Vinod Kumar, D.M.: ‘Investigation of stability of fuzzy logic based power system stabilizers using phase-plane analysis’. National Power Systems Conference (NPSC), 2004.
-
13)
-
11. Szilagyi, M.N.: ‘An investigation of N-person Prisoners’ Dilemmas’ (Complex Systems, Complex Systems Publications, Inc, 2003 vol. 14), pp. 155–174.
-
14)
-
4. Rama Sudha, K., Vakula, V.S., Vijaya Shanthi, R.: ‘Particle swarm optimization in fine tuning of PID fuzzy logic power system stabilizer’ IEEE Computer Society Int. Conf. ACT 09 Trivandrum, 28th–29th 2009 IEEE, .
-
15)
-
5. Deng, H., Zhi, Y., Hu, H.: ‘Fuzzy strategy updating in the Prisoner's Dilemma game’, IJSSST, 13, (3A), pp. 10–16.
-
16)
-
15. Padmaja, A., Vakula, V.S., Padmavathi, T., Padmavathi, S.V.: ‘Small signal stability analysis using fuzzy controller and artificial neural networks stabilizer’, Int. J. Electr. Eng. Technol. (IJEET), 2010, 1, (1), pp. 34–57.
-
17)
-
7. Price, K.V., Storn, R.N., Lampinen, J.A.: ‘Differential evolution: practical approach to global optimization (Natural computing series)’ (Springer-Verlag New York, Inc., Secaucus, NJ, USA, 2005).
-
18)
-
2. Hemmati, R., Mojtaba, S., Boroujeni, S., Abdollahi, M.: ‘Comparison of robust and intelligent based power system stabilizers’, Int. J. Phys. Sci., 2010, 5, (17), pp. 2564–2573.
-
19)
-
9. Vakula, V.S., Sudha, K.R.: ‘Design of differential evolution algorithm-based robust fuzzy logic power system stabiliser using minimum rule base’, IET Gener. Transm. Distrib., 2012, 6, (2), pp. 121–132 (doi: 10.1049/iet-gtd.2011.0195).
-
20)
-
16. Padiyar, K.R.: ‘Power system dynamics; stability and control’ (B.S. Publications, 2008).
-
21)
-
I. Kamwa ,
R. Grondin ,
G. Trudel
.
IEEE PSS2B versus PSS4B: the limits of performance of modern power system stabilizers.
IEEE Trans. Power Syst.
,
2 ,
903 -
915
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-gtd.2014.0186
Related content
content/journals/10.1049/iet-gtd.2014.0186
pub_keyword,iet_inspecKeyword,pub_concept
6
6