Fuzzy PID based PSS Design Using Genetic Algorithm
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32797
Fuzzy PID based PSS Design Using Genetic Algorithm

Authors: Ermanu A. Hakim, Adi Soeprijanto, Mauridhi H.P

Abstract:

This paper presents PSS (Power system stabilizer) design based on optimal fuzzy PID (OFPID). OFPID based PSS design is considered for single-machine power systems. The main motivation for this design is to stabilize or to control low-frequency oscillation on power systems. Firstly, describing the linear PID control then to combine this PID control with fuzzy logic control mechanism. Finally, Fuzzy PID parameters (Kp. Kd, KI, Kupd, Kui) are tuned by Genetic Algorthm (GA) to reach optimal global stability. The effectiveness of the proposed PSS in increasing the damping of system electromechanical oscillation is demonstrated in a one-machine-infinite-bus system

Keywords: Fuzzy PID, Genetic Algorithm, power system stabilizer.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1335194

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1682

References:


[1] Prabha Kundur, Power System Stability and Control, McGraw-Hill, New York, 1994, Ch.12.pp.817-822.
[2] F.P. Demello and C. Concordia, Concept of synchronous machine stability as affected by excitation control, IEEE Trans. PAS Vol. 88, 1969, pp 316-329.
[3] Larsen and D. A. Swann, Applying Power System Stabilizers, Part I- III, IEEE Trans. PAS Vol. 100, no 6, 1981, pp 3017-3046.
[4] Ruhua You, Hassan J.E, and M. Hasyem N, " An Onlaine Adaptive Neuro-Fuzzy Power System Stabilizer for Multimachine System", IEEE Transaction On Power System Vol-18, Febuary, 2002
[5] D.Z. Fang, Yang Xiaodong, T.S.Chung and K.P.Wong, "Adaptive Fuzzy Logic SVC Damping Controller Using Strategy of Oscillation Energy Descent", IEEE Transaction On Power System Vol-12, No 3 August, 2004
[6] El-Hawary, Mohamed, 1998, "Electric Power Applications of Fuzzy Systems-, IEEE Press, New York.
[7] Tang K. S., Kim Fung Man, Guanrong Chen, and Sam Kwong, 2001," An Optimal Fuzzy PID Controller", IEEE Transactions On Industrial Electronics, Vol. 48, No. 4, August 2001
[8] Dubey, M, Pankaj Gupta, " Design of Genetic-Algorithm Based Robust Power System Stabilizer, IJCI Vol. 2 No. 1 2005
[9] Michalewicz," Genetic Algorithms+data Structures = Evolution Programs", Springer, 1996.