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A Fuzzy Logic based Robust Speed Controller for Chopper Fed DC Motor Drive

Published on May 2012 by Rambir Singh, Pradeep Kumar, Amit K. Jain
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National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
Foundation of Computer Science USA
NCFAAIIA - Number 1
May 2012
Authors: Rambir Singh, Pradeep Kumar, Amit K. Jain
f50a819d-a3af-442f-a749-cbaa8409173d

Rambir Singh, Pradeep Kumar, Amit K. Jain . A Fuzzy Logic based Robust Speed Controller for Chopper Fed DC Motor Drive. National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012. NCFAAIIA, 1 (May 2012), 5-8.

@article{
author = { Rambir Singh, Pradeep Kumar, Amit K. Jain },
title = { A Fuzzy Logic based Robust Speed Controller for Chopper Fed DC Motor Drive },
journal = { National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012 },
issue_date = { May 2012 },
volume = { NCFAAIIA },
number = { 1 },
month = { May },
year = { 2012 },
issn = 0975-8887,
pages = { 5-8 },
numpages = 4,
url = { /proceedings/ncfaaiia/number1/6723-1002/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
%A Rambir Singh
%A Pradeep Kumar
%A Amit K. Jain
%T A Fuzzy Logic based Robust Speed Controller for Chopper Fed DC Motor Drive
%J National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
%@ 0975-8887
%V NCFAAIIA
%N 1
%P 5-8
%D 2012
%I International Journal of Computer Applications
Abstract

Proportional-Integral (PI) controllers are conventionally used in speed control applications of dc drives. These controllers provide good steady state response but do not provide better dynamic response during transient conditions. In this paper an effort is made to design a fuzzy logic controller (FLC), which can provide a better dynamic as well steady state response for speed control application of dc drives. In this work a chopper fed separately excited dc motor is used for speed control application. The simulation results confirm the effectiveness of proposed FLC as the dynamic response has improved tremendously with less torque and armature current ripples.

References
  1. Wing-Chi So, Chi K. Tse and Yim-Shu Lee, "Development of A Fuzzy Logic Controller for DC/DC Converter", IEEE Trans. on Industrial Electronics, vol. 11, no. 1, Jan 1996, pp 24-31.
  2. V. S. C. Raviraj and P. C. Sen, "Comparative Study of Proportional- Integral, Sliding Mode, and Fuzzy Logic Controllers for Power Converters", IEEE Trans. on Industry Application, vol. . 33, no. 2, Mar/Apr 1997 pp. 518-524.
  3. P. C. Sen, Principles of Electric Machines and Power Electronics. , 2nd edition, Wiley-India, 2011, ch. 4.
  4. M. H. Rashid, Power Electronics Circuits, Devices and Applications, 2nd edition, Printice Hall, 1993
  5. Chuen Chien Lee, "Fuzzy logic in control systems: Fuzzy logic controller- part I", IEEE trans. on system, man and cybernatics vol 20, No. 2, mar/ apr 1990.
  6. Nabil A. Ahmad, "Modelling and simulation of a dc buck boost converter fed dc motor with uniform PWM technique", Electric Power System Research, vol. 73, issue 3, pp. 363-372, Mr 2005.
  7. The Mathworks Inc. ,MATLAB/Simpower System demos/ Chppper-fed DC motor Drive.
Index Terms

Computer Science
Information Sciences

Keywords

Dynamic Response Fuzzy Logic Controller Torque Ripples Steady State Response Universe Of Discourse