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Simulation Performance of PID and Fuzzy Logic Controller for Higher Order System

by Pankaj Mohindru, Gaurav Sharma, Pooja
Communications on Applied Electronics
Foundation of Computer Science (FCS), NY, USA
Volume 1 - Number 7
Year of Publication: 2015
Authors: Pankaj Mohindru, Gaurav Sharma, Pooja
10.5120/cae-1604

Pankaj Mohindru, Gaurav Sharma, Pooja . Simulation Performance of PID and Fuzzy Logic Controller for Higher Order System. Communications on Applied Electronics. 1, 7 ( May 2015), 31-35. DOI=10.5120/cae-1604

@article{ 10.5120/cae-1604,
author = { Pankaj Mohindru, Gaurav Sharma, Pooja },
title = { Simulation Performance of PID and Fuzzy Logic Controller for Higher Order System },
journal = { Communications on Applied Electronics },
issue_date = { May 2015 },
volume = { 1 },
number = { 7 },
month = { May },
year = { 2015 },
issn = { 2394-4714 },
pages = { 31-35 },
numpages = {9},
url = { https://www.caeaccess.org/archives/volume1/number7/346-1604/ },
doi = { 10.5120/cae-1604 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2023-09-04T18:38:09.020618+05:30
%A Pankaj Mohindru
%A Gaurav Sharma
%A Pooja
%T Simulation Performance of PID and Fuzzy Logic Controller for Higher Order System
%J Communications on Applied Electronics
%@ 2394-4714
%V 1
%N 7
%P 31-35
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The proportional-integral derivative controller (PID Controller) is a control loop feedback mechanism (Controller) widely used in industry. The high demand of PID controller is due to its fine control capabilities in a wide range of operating conditions. This paper presents design of PID controller using Ziegler–Nichols (ZN) technique for higher order systems. A fuzzy logic controller using simple approach and smaller rule set is also proposed. The aim of designed fuzzy controller is to present better control than PID controller. The simulation is done using Matlab/Simulink by comparing the performance of two controllers for higher order system. It is finally observed that fuzzy controller gives much better result than PID controller.

References
  1. Zadeh, L. A. , "Fuzzy Sets," Information and Control, Vol. 8, pp. 335-353, 1965.
  2. J. -S. Roger Jang, (1997): "Fuzzy Logic Toolbox User's Guide COPYRIGHT 1984 - 1997 by The MathWorks", Inc. All Rights Reserved Cheng- Yuan Liou and Yen-Ting Kuo.
  3. Ozdemir, E. ; Ural, A. ; Abut, N. ; Karakas, E. ; Olcer, E. ; Karagoz, "Design of Fuzzy Logic Controller for DC-DC Converter Fedtraction Motor Drives Intelligent Control", IEEE International Symposium 1997.
  4. Visioli,. A. , "Tuning of PID Controllers with Fuzzy Logic," IEEE Proceedings Control Theory and Applications, vol. 148, No. I , pp. 1-8 ,2001.
  5. Desborough, L. D. , Miller, R. M. , 2002, Increasing customer value of industrial control performance monitoring—Honeywell's experience. Chemical Process Control–VI (Tuscon, Arizona, Jan. 2001, Vol. 98, AICHE Symposium Series No. 326, USA.
  6. Anavatti, S. G. ; Salman, S. A. ; Choi, J. Y. , "Fuzzy and PID Controller forRobot Manipulator," IEEE Int Conf on Intelligent Agents, Web Tech and Internet Commerce, International Conf, Vol. , No. , pp. 75-75, 2006.
  7. S. R. Vaishnav, Z. J. Khan, "Design and Performance of PID and Fuzzy Logic Controllers with Smaller Rule Set for Higher Order System", Proceeding of the World Congress on Engineering and Computer Science 2007, October 24-26, 2007, San Francisco, USA.
  8. Sheroz Khan, Salami Femi Abdulazeez, Lawal Wahab Adetunji, "Design and Implementation of an Optimal Fuzzy Logic Controller Using Genetic Algorithm, Journal of Computer Science Journal of Computer Science Vol. 4, 2008.
  9. Shamsuzzoha, M. Skogestad , " The set point Overshoot method: A simple and fast closed-loop approach for PID tuning", Journal of Process Control, Vol. 20, 2010.
  10. Essam Natsheh, Khalid A. Buragga," Comparison Between Conventional and Fuzzy Logic PID Controlling DC Motor", IJCSI, Vol7. Issue 5, September 2010.
  11. Farhad Aslam, Gagandeep Kaur, "Comparative Analysis of Conventional, P, PI, PID and Fuzzy Logic Controllers for the Efficient Control of Concentration in CSTR", International Journal of Computer Applications Volume 17, No. 6, March 2011.
  12. Morteza Esfandyari , Mohammad Ali Fanaei, Hadi Zohreie "Adaptive Fuzzy Tuning of PID Controllers" Neural Compute & Applic, Springer-Verlag London 2012.
  13. Rajkumar Bansal, A. Patra, Vijay Bhuria, Design of PID Controller for Plant Control and Comparison with Z-N PID Controller", International Journal of Emerging Technology and Advanced Engineering, Volume 2, Issue 4, April 2012.
  14. Shoubin Wang, Na Li, Fan Yang , "Resistance Furnace Temperature System on Fuzzy PID Controller", Journal of Information & Computational Science 9: 9 2012.
  15. Jay Kumar, Richa Kapoor,Brijebdra, Hemant, Jyoti, "Comparative Analysis of Room Temperature Controller Using Fuzzy Logic and PID", Advance in Electronic and Electric Engineering, Volume 3, Number 7 2013, pp. 853-858.
  16. Ahmed I. Mohamed, "Simplified Fuzzy Logic Controller Design for Higher Order Processes", International Journal of Science and Research (IJSR), Volume 2 Issue 6, June 2013.
  17. Anil Kumar. K, Jyoshna . P, Seshadri . G, "Realization of Fuzzy Logic in Temperature Control System over PID", International Journal of Engineering Research and Technology (IJERT), Vol. 3 Issue 7, July – 2014.
  18. Ritu Shakya, Kritika Rajonwal, Sanskriti Patel, Simta Dinkar, "Design and Simulation of PD,PID and Fuzzy logic Controller for Industry Application", International Journal of Information and Computation Technology, Volume 4, No. 4, 2014, pp 363-368.
  19. Mohamed Temam Nasri and Witold Kinsner, "A Comparison Between Fuzzy Fractional and Integer-Order Contrsoller For Small Satellites Attitude Control", IEEE 2014 Ryerson University Ontario, Toronto.
  20. H. Kala, D. Deepakraj, P. Gopalakrishnan, P. Vengadesan, M. Karumbal Iyyar, "Performance Evaluation of Fuzzy Logic and PID Controller for Liquid Level Process", JIREEICE Vol. 2, Issue 3, March 2014.
  21. Danilo Pelusi and Raffaele Mascella, "Optimal Control Algorithms for Second Order System", Journal of Computer Science, Vol. 9, No. 2, December 2014.
Index Terms

Computer Science
Information Sciences

Keywords

PID controller Higher order plant Z-N tuning Fuzzy logic controller Simulation