The week's pick
Random Articles
Reseach Article
Implementation of Fuzzy and PID Controller to Water Level System using LabView
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 116 - Number 11 |
| Year of Publication: 2015 |
| Authors: Laith Abed Sabri, Hussein Ahmed Al-mshat |
10.5120/20378-2599
|
Laith Abed Sabri, Hussein Ahmed Al-mshat . Implementation of Fuzzy and PID Controller to Water Level System using LabView. International Journal of Computer Applications. 116, 11 ( April 2015), 6-10. DOI=10.5120/20378-2599
Abstract
The paper is about the water level control system which is required in many industrial processes like water treatment plant, the idea of the process is to keep the tank water level at the desired set point. First we implemented the conventional proportional – integral - derivative (PID) controller to eliminate the steady state error, then it was used Fuzzy logic controllers which gives more performance and stability. It is noted from the results that the Fuzzy Logic controller is more enhanced than PID controller in which its no overshoot, faster settling time, better set point tracking and produced lower performances like integral of time and absolute error (ITAE) integral of time and squared error (ITSE),and integral absolute error (IAE), integral squared error (ISE). Both PID and fuzzy controller are implemented using LabView software
References
- Bequette, B. W. 2003, "Process Control Modelling, Design and Simulation",Prentice Hall.
- Sudheer, L. Shrimanth . 2013, " step variation studies of ARM7 microcontroller based Fuzzy logic controller for water-in-tank level control", (IJEET), Vol. 4, pp. 405-415
- Smith, C. A and Corripio . 2006, A. B, "Principles and Practice of Automatic Process Control", 3rd ed. , John Wiley & Sons, Inc.
- "Labview PID and Fuzzy Logic Toolkit User Manual by national instrument", 2009.
- Zuo, X. 2010, "Liquid level control of water tank system based on improved polyclonal selection algorithm and RBF network", IEEE, 2nd International Conference on Computer Engineering and Technology, Vol 2, p 528-532.
- Xiao, Q. 2010, "Fuzzy Adaptive PID Control Tank Level", IEEE, International Conference on Multimedia Communications, p149-152.
- Eyabi, P. B. 1999, "Real time fuzzy logic and PID implemetation and control in LabView" ,Master's Theses. Paper 1805, San Jose State University.
- Nnochiri , U. 2014, "Comparison Study between Fuzzy Logic Controller (FLC) and Proportional-Integral-Derivative (PID) in Controlling of Liquid Flow", International Journal of Engineering and Technical Research (IJETR) ,Vol-2.
- BinYusof, A. Muhyiddin. 2013, "A comparative study of conventional PID and FUZZY-PID for DC motor speed control", Master's Theses, Universiti Tun Hussein Onn Malaysia.
- Kiam Heong Ang. 2005, "PID Control System Analysis, Design, and Technology", IEEE, transactions on control systems technology, vol. 13, No. 4.
- Mahmood, A. Kidher. 2013, "Design Fuzzy Logic Controller for Liquid Level Control", International Journal of Emerging Science and Engineering (IJESE), Vol-1, Issue-11.
- Mihaela, R. and Eugen, R. 2011, "Fuzzy controller for adjustment of liquid level in the tank", University of Craiova, Mathematics and Computer Science, Vol. 38, P 33-43.
- Jian-jun, Zhu . 2014, "Design of Fuzzy Control System for Tank Liquid Level Based on WinCC and Matlab", IEEE, 13th International Symposium on Distributed Computing and Applications to Business, Engineering and Science, p 55-57.
- Kavitha, S. 2012, "Fuzzy Based Control Using Lab view For Temperature Process", International Journal of Advanced Computer Research, Vol-2, No-4, Issue-6.
Index Terms
Keywords