Induction Motor Speed Control Using Fuzzy Logic Controller

<!DOCTYPE html> <html lang="en" dir="ltr"> <head>  <script async src="https://www.googletagmanager.com/gtag/js?id=G-P63WKM1TM1"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-P63WKM1TM1'); </script>  <script type="text/javascript" > (function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)}; m[i].l=1*new Date(); for (var j = 0; j < document.scripts.length; j++) {if (document.scripts[j].src === r) { return; }} k=e.createElement(t),a=e.getElementsByTagName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)}) (window, document, "script", "https://mc.yandex.ru/metrika/tag.js", "ym"); ym(55165297, "init", { clickmap:false, trackLinks:true, accurateTrackBounce:true, webvisor:false }); </script> <noscript><div><img src="https://mc.yandex.ru/watch/55165297" style="position:absolute; left:-9999px;" alt="" /></div></noscript>    <title>Induction Motor Speed Control Using Fuzzy Logic Controller</title> <meta name="description" content="Induction Motor Speed Control Using Fuzzy Logic Controller"> <meta name="keywords" content="Induction motor, Field Oriented Control, Fuzzy logic controller, Maximum torque, Membership function."> <meta name="viewport" content="width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1, user-scalable=no"> <meta charset="utf-8"> <meta name="citation_title" content="Induction Motor Speed Control Using Fuzzy Logic Controller"> <meta name="citation_author" content="V. Chitra"> <meta name="citation_author" content="R. S. Prabhakar"> <meta name="citation_publication_date" content="2008/11/26"> <meta name="citation_journal_title" content="International Journal of Electrical and Computer Engineering"> <meta name="citation_volume" content="2"> <meta name="citation_issue" content="11"> <meta name="citation_firstpage" content="2620"> <meta name="citation_lastpage" content="2625"> <meta name="citation_pdf_url" content="https://publications.waset.org/5366/pdf"> <link href="https://cdn.waset.org/favicon.ico" type="image/x-icon" rel="shortcut icon"> <link href="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/css/bootstrap.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/plugins/fontawesome/css/all.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/css/site.css?v=150220211555" rel="stylesheet"> </head> <body> <header> <div class="container"> <nav class="navbar navbar-expand-lg navbar-light"> <a class="navbar-brand" href="https://waset.org"> <img src="https://cdn.waset.org/static/images/wasetc.png" alt="Open Science Research Excellence" title="Open Science Research Excellence" /> </a> <button class="d-block d-lg-none navbar-toggler ml-auto" type="button" data-toggle="collapse" data-target="#navbarMenu" aria-controls="navbarMenu" aria-expanded="false" aria-label="Toggle navigation"> <span class="navbar-toggler-icon"></span> </button> <div class="w-100"> <div class="d-none d-lg-flex flex-row-reverse"> <form method="get" action="https://waset.org/search" class="form-inline my-2 my-lg-0"> <input class="form-control mr-sm-2" type="search" placeholder="Search Conferences" value="" name="q" aria-label="Search"> <button class="btn btn-light my-2 my-sm-0" type="submit"><i class="fas fa-search"></i></button> </form> </div> <div class="collapse navbar-collapse mt-1" id="navbarMenu"> <ul class="navbar-nav ml-auto align-items-center" id="mainNavMenu"> <li class="nav-item"> <a class="nav-link" href="https://waset.org/conferences" title="Conferences in 2024/2025/2026">Conferences</a> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/disciplines" title="Disciplines">Disciplines</a> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/committees" rel="nofollow">Committees</a> </li> <li class="nav-item dropdown"> <a class="nav-link dropdown-toggle" href="#" id="navbarDropdownPublications" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false"> Publications </a> <div class="dropdown-menu" aria-labelledby="navbarDropdownPublications"> <a class="dropdown-item" href="https://publications.waset.org/abstracts">Abstracts</a> <a class="dropdown-item" href="https://publications.waset.org">Periodicals</a> <a class="dropdown-item" href="https://publications.waset.org/archive">Archive</a> </div> </li> <li class="nav-item"> <a class="nav-link" href="https://waset.org/page/support" title="Support">Support</a> </li> </ul> </div> </div> </nav> </div> </header> <main> <div class="container mt-4"> <div class="row"> <div class="col-md-9 mx-auto"> <form method="get" action="https://publications.waset.org/search"> <div id="custom-search-input"> <div class="input-group"> <i class="fas fa-search"></i> <input type="text" class="search-query" name="q" placeholder="Author, Title, Abstract, Keywords" value=""> <input type="submit" class="btn_search" value="Search"> </div> </div> </form> </div> </div> <div class="row mt-3"> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Commenced</strong> in January 2007</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Frequency:</strong> Monthly</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Edition:</strong> International</div> </div> </div> <div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Paper Count:</strong> 33093</div> </div> </div> </div> <div class="card publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">Induction Motor Speed Control Using Fuzzy Logic Controller</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=V.%20Chitra">V. Chitra</a>, <a href="https://publications.waset.org/search?q=R.%20S.%20Prabhakar"> R. S. Prabhakar</a> </p> <p class="card-text"><strong>Abstract:</strong></p> <p>Because of the low maintenance and robustness induction motors have many applications in the industries. The speed control of induction motor is more important to achieve maximum torque and efficiency. Various speed control techniques like, Direct Torque Control, Sensorless Vector Control and Field Oriented Control are discussed in this paper. Soft computing technique – Fuzzy logic is applied in this paper for the speed control of induction motor to achieve maximum torque with minimum loss. The fuzzy logic controller is implemented using the Field Oriented Control technique as it provides better control of motor torque with high dynamic performance. The motor model is designed and membership functions are chosen according to the parameters of the motor model. The simulated design is tested using various tool boxes in MATLAB. The result concludes that the efficiency and reliability of the proposed speed controller is good.</p> <iframe src="https://publications.waset.org/5366.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Induction%20motor" title="Induction motor">Induction motor</a>, <a href="https://publications.waset.org/search?q=Field%20Oriented%20Control" title=" Field Oriented Control"> Field Oriented Control</a>, <a href="https://publications.waset.org/search?q=Fuzzy%20logic%0D%0Acontroller" title=" Fuzzy logic controller"> Fuzzy logic controller</a>, <a href="https://publications.waset.org/search?q=Maximum%20torque" title=" Maximum torque"> Maximum torque</a>, <a href="https://publications.waset.org/search?q=Membership%20function." title=" Membership function."> Membership function.</a> </p> <p class="card-text"><strong>Digital Object Identifier (DOI):</strong> <a href="https://doi.org/10.5281/zenodo.1060922" target="_blank">doi.org/10.5281/zenodo.1060922</a> </p> <a href="https://publications.waset.org/5366/induction-motor-speed-control-using-fuzzy-logic-controller" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/5366/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/5366/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/5366/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/5366/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/5366/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/5366/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/5366/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/5366/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/5366/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/5366/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/5366.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">3235</span> </span> <p class="card-text"><strong>References:</strong></p> <br>[1] S. H. Kim and S. K. Sul, "Voltage control strategy for maximum torque operation of an induction machine in the field weakening region," in Proc. IECON-94, 1994, pp. 599-604. <br>[2] B. K. Bose, Power Electronics and AC Drives. Englewood Cliffs, NJ:Prentice Hall, 1986. <br>[3] X. Xu and D. W. Novotny, "Selecting the flux reference for induction machine drives in the field weakening region," IEEE Trans. Ind. Applicat., vol. 28, pp. 1353-1358, Nov. /Dec. 1992. <br>[4] D. W. Novotny and T. A. Lipo. Vector Control and Dynamics of AC Drives, Oxford University Press, 1997. <br>[5] T. G. Habetler et al., "Direct torque control of induction machines using space vector modulation," IEEE Trans. Ind. Applicat., vol. 28,pp. 1045- 1053, Sept./Oct. 1992. <br>[6] I. Takahashi and T. Noguchi. A new quick response and high efficiency control strategy for an induction motor. IEEE Trans. Industry Applications. Vol. IA-22, No. 5, pp. 820-827, Sept/Oct 1986. <br>[7] F.D.S.Cardoso, J.F.Martins, V.F.Pires, "A Comparative Study of a PI, Neural Network and Fuzzy Genetic Approach Controllers for an AC Drive" 5th International Workshop on Advanced Motion Control, pp.375 -380, 29 Jun 1998. <br>[8] A. Munoz-Garcia, T.A.Lipo, D.W.Novotny, "A New Iinduction Motor V/f Control Method Capable of High-Performance Regulation at Low Speeds ", IEEE Transactions On Industry Application, Vol.34, pp.813 - 821, July-Aug.1998. <br>[9] B.K.Bose, "Intelligent Control and Estimation in Power Electronics and Drives" IEEE International Electric Machines and Drives Conference Record, pp. TA2/2.1 -TA2/2.6, May 1997. <br>[10] C.Y.Won and B.K.Bose, "An Induction Motor Servo System with Improved Sliding Mode Control", IEEE Conf.Rec.of IECON-92, pp.60- 66, 1992. <br>[11] J.C.Hung, "Partical Industrial Control Technique", IEEE Conf.Rec.of IECON-94, pp.7-14, 1994. <br>[12] B.K.Bose, "Fuzzy logic and neural networks in power electronics and drives" IEEE Industry Applications Magazine, pp.57 -63, Vol.6, May/Jun 2000. <br>[13] S.M.Chhaya, B.K.Bose, "Expert System Aided Automated Design, Simulation and Controller Tuning of AC Drive System " Proceedings of the 1995 IEEE IECON 21st International Conference on Industrial Electronics, Control, and Instrumentation, 1995, pp.712 -718, Vol.1, 6- 10 Nov 1995. <br>[14] Ned mohan, Tore M.Undeland and Wiliam P.Robbins, Power Electronics, New York, John Wiley & Sons, Press, 1998. <br>[15] Nihal Kularatna, Power Electronics Design Handbook, Boston, Newnes, 1998. <br>[16] G.D'Angelo, M.Lo Presti, G.Rizzotto, "Fuzzy Controller Design to Drive an Induction Motor", Proceedings of the Third IEEE Conference on Fuzzy Systems, Vol.3, pp.1502 -1507, 1994. <br>[17] S.Boverie, B.Demaya, A.Titli, "Fuzzy Logic Control Compared with Other Automatic Control Approaches", Proceedings of the 30th IEEE Conference On Decision and Control, vol.2, pp.1212 -1216, 1991. <br>[18] A.Gupta, "Simulation of Variable Speed Squirrel Cage Induction Motor Constant Volts/Hertz Operation", IEEE International on Electric Machines and Drives Conference Record, pp. TB3/8.1 -TB3/8.3, 1997. <br>[19] N.S.Gehlot and P.J.Alsina, "A discrete model of induction motors for real time control applications," IEEE Trans. Ind. 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Induction Motor Speed Control Using Fuzzy Logic Controller