IJERT-EMS
IJERT-EMS

Design and Analysis of DC Motor Speed Control by GA Based Tuning of Fuzzy Logic Controller


Design and Analysis of DC Motor Speed Control by GA Based Tuning of Fuzzy Logic Controller
Authors : Alok Ranjan Singh, V.K. Giri
Publication Date: 02-08-2012

Authors

Author(s):  Alok Ranjan Singh, V.K. Giri

Published in:   International Journal of Engineering Research & Technology

License:  This work is licensed under a Creative Commons Attribution 4.0 International License.

Website: www.ijert.org

Volume/Issue:   Vol.1 - Issue 5 (July - 2012)

e-ISSN:   2278-0181

Abstract

Abstract: this paper describes the speed regulation of dc motor using Genetic algorithm (GA's) based tuning fuzzy logic controller (FLC). In this paper we used two approaches to tune fuzzy logic controller using genetic algorithm. First its developed stepwise method to tune a fuzzy logic controller with GA with reduced search space. And another approach we have been introduced so that a huge data base can be trained by lesser number of fuzzy logic controller design parameter. All the control strategies utilize the output speed error and its derivative as feedback damping signals.

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