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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Brijesh Singh
Indian Institute of Technology Banaras Hindu University
Control & Systems Engineering Electrical & Electronics Engineering

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Performance Indices Based Optimal Tunning Criterion for Speed Control of DC Drives Using GA Deepti Singh; Brijesh Singh; Nitin Singh
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 4, No 4: December 2014
Publisher : Institute of Advanced Engineering and Science

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Abstract

This paper presents a framework to carry out a simulation to tune the speed controller gains for known input of DC drive system. The objective is to find the optimal controller gains (proportional and integral) in a closed loop system. Various performance indices have been considered as optimal criterion in this work. The optimal gain values have been obtained by conventional and Genetic Algorithm (GA) based optimization methods. The study has been conducted on a simulink model of three phase converter controlled direct current (DC) drive with current and speed control strategy. The results show that the GA based tunning provided better solutions as compared to conventional optimization methods based tunning.DOI: http://dx.doi.org/10.11591/ijpeds.v4i4.6334
Co-Authors Deepti Singh Nitin Singh