Research Article

Adaptive Tabu Search Optimization Applied on Fuzzy Logic DC Motor Speed Control

by  Amer Mohammad Jarjees, Omar Turath Tawfeeq, Ali Abbawi Mohammed Alabbawi
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 182 - Issue 45
Published: Mar 2019
Authors: Amer Mohammad Jarjees, Omar Turath Tawfeeq, Ali Abbawi Mohammed Alabbawi
10.5120/ijca2019918601
PDF

Amer Mohammad Jarjees, Omar Turath Tawfeeq, Ali Abbawi Mohammed Alabbawi . Adaptive Tabu Search Optimization Applied on Fuzzy Logic DC Motor Speed Control. International Journal of Computer Applications. 182, 45 (Mar 2019), 30-36. DOI=10.5120/ijca2019918601

                        @article{ 10.5120/ijca2019918601,
                        author  = { Amer Mohammad Jarjees,Omar Turath Tawfeeq,Ali Abbawi Mohammed Alabbawi },
                        title   = { Adaptive Tabu Search Optimization Applied on Fuzzy Logic DC Motor Speed Control },
                        journal = { International Journal of Computer Applications },
                        year    = { 2019 },
                        volume  = { 182 },
                        number  = { 45 },
                        pages   = { 30-36 },
                        doi     = { 10.5120/ijca2019918601 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2019
                        %A Amer Mohammad Jarjees
                        %A Omar Turath Tawfeeq
                        %A Ali Abbawi Mohammed Alabbawi
                        %T Adaptive Tabu Search Optimization Applied on Fuzzy Logic DC Motor Speed Control%T 
                        %J International Journal of Computer Applications
                        %V 182
                        %N 45
                        %P 30-36
                        %R 10.5120/ijca2019918601
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

In this work , two different types of controllers has been used, the first one is presents the application of fuzzy logic for DC motor speed control using Adaptive Tabu Search optimization and the second is Ziegler-Nlchols methods for PID controller tuning. A comparative study was done for two type of controllers, namely adaptive tabu search based tuning of fuzzy controller (Fuzzy-ATS) and Ziegler– Nichols methods for PID controller tuning to control of nonlinear drive. The work main objective is to obtain best performance of the system in both transient and steady state response represented by, minimum settling time and minimum overshoot under various conditions such as : change in load , change in speed and change in both load and speed of the motor .

References
  • Alia J. Mohammed " A Particle swarm Optmization based optimum of tuning PID Controller for a Separately Excited DC Motor "Eng.& Tech. Journal, Vol. 29, No. 16, 2011.
  • R.M.T.Raja Ismail " Speed Control of buck-converter driven DC Motor using LQR and PI " International Conference on Information Management and Engineering , 2009.
  • MUHAMMED H. RASHID " Power Electronics Circuits , Devices , and Applications " 2004 by Pearson Education , Inc. upper saddle river, NJ 07458.
  • S.Suwannarongsri and D. Puangdownreong “ Adaptive Tabu Search for Traveling Salesman Problems” International Journal of Mathematics and Computer in Simulation . Issue 2. Volume 6. 2012.
  • Mohamed Assaf " DC-DC Converters Via MATLAB / SIMULINK " Acta Polytechnica Hingarica , Vol. 8, No. 6, 2011.
  • Boumediene Allaoua " The Efficiency of Particle Swarm Optimization Applied of Fuzzy logic DC Motor Speed Control" Serbian Journal of electrical engineering. Vol. 5, No.2, 2008, 247-262.
  • Wai Phyo Aung " Analysis on Modeling and Simulink of DC Motor and its Driving System used for wheeled Mobile Robot " Proceedings of world acabemy of science , Volume 26 December 2007, issn 2070-3740.
  • Omer Ghanayem " PID Plus Fuzzy Controller Structures as a design base industrial applications “ Prentice – Hall International, Inc., 1989.
  • Roland S.Burns “Advanced Comtrol Engineering “PLANT A TREE. Typest in india by Software Serrices Pvt. Ltd. 2001
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Adaptive Tabu search DC motor Fuzzy Controller Optimal Control.

Powered by PhDFocusTM