Most Read Research Articles


Warning: Creating default object from empty value in /var/www/html/sandbox.ijcaonline.org/public_html/modules/mod_mostread/helper.php on line 79

Warning: Creating default object from empty value in /var/www/html/sandbox.ijcaonline.org/public_html/modules/mod_mostread/helper.php on line 79

Warning: Creating default object from empty value in /var/www/html/sandbox.ijcaonline.org/public_html/modules/mod_mostread/helper.php on line 79

Warning: Creating default object from empty value in /var/www/html/sandbox.ijcaonline.org/public_html/modules/mod_mostread/helper.php on line 79

Warning: Creating default object from empty value in /var/www/html/sandbox.ijcaonline.org/public_html/modules/mod_mostread/helper.php on line 79
Call for Paper - May 2015 Edition
IJCA solicits original research papers for the May 2015 Edition. Last date of manuscript submission is April 20, 2015. Read More

Designing Inverse Fuzzy Model for a Single Tank Liquid Level Control System

Print
PDF
IJCA Proceedings on International Conference on Innovations In Intelligent Instrumentation, Optimization and Electrical Sciences
© 2013 by IJCA Journal
ICIIIOES - Number 1
Year of Publication: 2013
Authors:
V. Muthalagammai
S. Sathiyamoorthy

V Muthalagammai and S Sathiyamoorthy. Article: Designing Inverse Fuzzy Model for a Single Tank Liquid Level Control System. IJCA Proceedings on International Conference on Innovations In Intelligent Instrumentation, Optimization and Electrical Sciences ICIIIOES(1):12-19, December 2013. Full text available. BibTeX

@article{key:article,
	author = {V. Muthalagammai and S. Sathiyamoorthy},
	title = {Article: Designing Inverse Fuzzy Model for a Single Tank Liquid Level Control System},
	journal = {IJCA Proceedings on International Conference on Innovations In Intelligent Instrumentation, Optimization and Electrical Sciences},
	year = {2013},
	volume = {ICIIIOES},
	number = {1},
	pages = {12-19},
	month = {December},
	note = {Full text available}
}

Abstract

A new control strategy for a single tank liquid level control system is designed. Generally PID controllers are used to design the level of the liquid in the tank. But PID is a feedback type controller, so it doesn't produce satisfactory responses. As the complexity of problems in the process increases, Fuzzy Logic Controller is used. It produces satisfactory response, but the drawback is that it is time consuming process and it requires finer tuning and also affected by unknown disturbances. So in order to compensate these kind of unknown disturbances and uncertainties which are seen in the plant, the fuzzy logic controller using inverse fuzzy model is used. The simulation result shows that inverse fuzzy model shows better control action when compared with conventional PID and fuzzy controller. The controllers are designed using MATLAB software.

References

  • Amamra,l. Barazane, m. s. Boucherit and a. Cherifi, "Inverse Fuzzy Model Control for a Speed control of Induction Motor based dSPACE Implementation".
  • Amit Kr. Singh, Manjori Mehroka & A. K. Pandey, "Improvement of the Performance of Different Order System with Adaptive Fuzzy PID Controller", VSRD-IJEECE, Vol. 2(2), 2012, 27-38.
  • Andri Riid & Ennu Rüsternnd," Automatic Linguistic Inversion of a Fuzzy Model for Fed-Batch fermentation".
  • Arpit Goel, Ankit Uniyal, Anurag, Ritaraj, S. Patwal, Husain Ahmed,"Performance Comparison of PID and Fuzzy Logic Controller for Positioning DC Motors", Journal of Information Systems & Communication, ISSN:0976-8742 & E-ISSN:097766-8750, Volume 3, Issue 1, 2012, pp-235-238.
  • Berk, Stajnko Mursec, Lakota, "Synthesis Water Level Logic Control by Fuzzy Logic Control", JAMME, Volume 45, Issue 2, April 2011.
  • Dharamniwas and Aziz Ahmad and Varun Redhu and Umesh Gupta, "Liquid level control by using fuzzy logic controller, Internatioal Journal of advances in Engineering and Technology, July 2012, issn: 2231-1963
  • Farhad Aslam, "Implementation and Comparative Analysis of PID Controller and their Auto Tuning Method for Three Tank Liquid Level Control".
  • Maruthi Suresh, Gunna Jeersamy Srinivasan, Ranganatan Rani Hemamalini," Integrated Fuzzy Logic Based Intelligent control of three Tank System Serbian Journal of Electrical Engineering, Vol. 6,No. 1,May-20091-14.
  • Sid-Ali Amamra, Linda Barazane, Mohamed S. Boucherit," A Novel Idea of the Speed Control of the induction Machine using Inverse Fuzzy Model".
  • Szeifert, János Abonyi, Hans Andersen#, Lajos Nagy, " Inverse Fuzzy Model Based Direct Adaptive Control".
  • P. Baranyi, I. M. Bavelaar, R. Babuska, et all. A method to invert a linguistic fuzzy model, Int. J. of Systems Science, vol. 29, n° 7, pp. 711-721, 1998.
  • S. Amamra, L. Barazane, M. S. Boucherit, A New Approach of the Vector Control of the Induction Motor Using an Inverse Fuzzy Model, International Review of Electrical Engineering, April 2008.