Paper Info
Title
Implementation of an Innovative Bio Inspired GA and PSO Algorithm for Controller design considering Steam GT Dynamics
Abstract
The Application of Bio Inspired Algorithms to complicated Power System Stability Problems has recently attracted the researchers in the field of Artificial Intelligence. Low frequency oscillations after a disturbance in a Power system, if not sufficiently damped, can drive the system unstable. This paper provides a systematic procedure to damp the low frequency oscillations based on Bio Inspired Genetic (GA) and Particle Swarm Optimization (PSO) algorithms. The proposed controller design is based on formulating a System Damping ratio enhancement based Optimization criterion to compute the optimal controller parameters for better stability. The Novel and contrasting feature of this work is the mathematical modeling and simulation of the Synchronous generator model including the Steam Governor Turbine (GT) dynamics. To show the robustness of the proposed controller, Non linear Time domain simulations have been carried out under various system operating conditions. Also, a detailed Comparative study has been done to show the superiority of the Bio inspired algorithm based controllers over the Conventional Lead lag controller.
Year
Venue
Keywords
2010
Clinical Orthopaedics and Related Research
operant conditioning,power system,genetics,linear time,mathematical model,evolutionary computing,artificial intelligent,synchronous generator,low frequency oscillation,comparative study
Field
DocType
Volume
Particle swarm optimization,Control theory,Mathematical optimization,Computer science,Control theory,Modeling and simulation,Simulation,Electric power system,Damping ratio,Robustness (computer science),Lead–lag compensator,Permanent magnet synchronous generator
Journal
abs/1002.1
ISSN
Citations 
PageRank 
International Journal of Computer Science Issues, IJCSI, Vol. 7, Issue 1, No. 3, January 2010, http://ijcsi.org/articles/Implementation-of-an-Innovative-Bio-Inspired-GA-and-PSO-Algorithm-for-Controller-design-considering-Steam-GT-Dynamics.php
0
0.34
References 
Authors
1
2
Name
Order
Citations
PageRank
Shivakumar, R.100.68
Lakshmipathi R232.40