Paper Details: Downloads: 635
Serial Number: P1111209135
Title: PID Control of MIMO Turbo – Generator Plant Based on Genetic Algorithm
Authors: Tarun Varshney and Satya Sheel
Abstract: PID controllers are widely used in industries due to simple functioning and robustness, yet the determination of controller gains is a big challenge more so when the plant to be control is multi input multi output (MIMO) and nonlinear in nature. The aim of this paper is to string together the qualities of conventional PID controller and a recent technique Genetic Algorithm (GA). In this work controller parameters are adjusted by means of fitness function that can evaluate the optimum PID parameters based on system error. Simulation study has been carried out for a turbo- generator and the results have been compared with decoupled control and diagonal recurrent neural network (DRNN) based PID tuning methods. A simulation result shows that the proposed control scheme results in smaller controller effort.
Keywords: Genetic algorithm, PID Tuning, MIMO system
Journal/Conference: International Journal of Automatic Control and System Engineering
Volume: 12
Issue: 2
Submission Date: 3/2/2012 12:00:00 AM
Review Date: 4/12/2012 6:42:48 AM
Publishing Date: 4/25/2012 1:38:27 PM
Article Downloads: 635
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