doi: 10.7763/IJET.2009.V1.2
Fuzzy Temperature Control in a Batch Polymerization Reactor Using ANFIS Method
Mohammad Alipoor
1,*
,
Mahdi Zeinali
2
,
Hadi Sadoghi Yazdi
1,3
- 1 Engineering Department, Tarbiat Moallem University of Sabzevar, Sabzevar, Iran
- 2 Electrical Engineering Department, Sahand University of Technology, Tabriz, Iran
- 3 Electrical Engineering Department, Ferdowsi University of Mashhad, Mashhad, Iran
Abstract
In this paper a Sugeno-Type FLC for temperature control in a batch polymerization reactor is developed and tested through a simulation study. A novel ANFIS-based method is implemented to design a practicable advanced controller. Temperature of a pilot-scale jacketed batch reactor is controlled by manipulating the reactor cooling water temperature. Manifest feature of the proposed method is smoothing of undesired control signal of conventional PI controller. The simulation study shows that the proposed controller has good set point tracking and disturbance rejection properties. Also it is robust against changes in the system parameters. It is also superior to the conventional PI controller and even previously proposed advanced controllers.
Keywords
- ANFIS
- Batch Polymerization Reactor
- Fuzzy Logic Controller (FLC)
- Practicability Constraints
How to Cite
Mohammad Alipoor, Mahdi Zeinali, and Hadi Sadoghi Yazdi, "Fuzzy Temperature Control in a Batch Polymerization Reactor Using ANFIS Method," International Journal of Engineering and Technology, vol. 1, no. 1, pp. 7-12, 2009. https://doi.org/ 10.7763/IJET.2009.V1.2
Copyright & License
Copyright © 2009 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).