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A Simulink Modeling to Develop a Control System of Stirred Tank Heater with Multifarious Operating Conditions
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 57 - Number 21 |
| Year of Publication: 2012 |
| Authors: Abdur Raquib Ridwan, Ishtiza Ibne Azad, Md. Ibnea Sina Bony |
10.5120/9239-3870
|
Abdur Raquib Ridwan, Ishtiza Ibne Azad, Md. Ibnea Sina Bony . A Simulink Modeling to Develop a Control System of Stirred Tank Heater with Multifarious Operating Conditions. International Journal of Computer Applications. 57, 21 ( November 2012), 32-38. DOI=10.5120/9239-3870
Abstract
This paper represents a novel design and control architecture of a non-linear stirred tank heater based on its mathematical equivalent modeling of the physical system. The method involves both single and two manipulated of four input variables mainly the temperature of the fluid through the jacket and the flow rate of the fluid through the jacket where the others are considered as unmeasured disturbances. A Model Predictive Controller (MPC) is used over PID based controller to maintain the tank temperature at 1500F using MATLAB simulations. Finally, a comparative tabulated result is presented for both MPC and PID based controllers for single manipulated input variables and offered MPC based control considering the operating decisive factor as a MISO system(single output and two manipulated input variables) for optimum control process.
References
- Nina F Thornhill, Sachin C Patwardhan, Sirish L Shah, "A continuous stirred tank heater simulation model with applications," Journal of Process Control, 18, 2008, pp. 347 – 360
- Stuart Bennett, "A brief history of automatic control," IEEE Control Systems, June 1996, pp. 17-25
- Vishal Vishnoi, Subhransu Padhee, Gagandeep Kaur, "Controller Performance Evaluation for Concentration Control of Isothermal Continuous Stirred Tank Reactor" International Journal of Scientific and Research Publications, Volume 2, Issue 6, June 2012
- Jose Alvarez-Ramirez, America Morales, "PI control of continuously stirred tank reactors: stability and performance," Chemical Engineering Sciences, 55, 2000, pp. 5497 – 5507
- G. P Liu and S. Daley, "Optimal-tuning PID control for industrial systems," Control Engineering Practice, 9, 2001, pp. 1185-1194
- J Prakash and K Srinivasan, "Design of nonlinear PID controller and nonlinear model predictive controller for a continuous stirred tank reactor," ISA Transactions, 48, 2009, pp. 273 – 282
- B Wayne Bequette, Process Control: Modeling, Design and Simulation, Prentice Hall India, 2008
- Allgower, F. , and A. Zheng, Nonlinear Model Predictive Control, Springer-Verlag, 2000.
- Camacho, E. F. , and C. Bordons, Model Predictive Control, Springer-Verlag, 1999.
- A. Rahideh, M. H. Shaheed , "Constrained output feedback model predictive control for nonlinear systems", Control Engineering Practice 20 (2012) 431–443
- Man Gyun Na, "Auto-Tuned PID Controller Using a Model Predictive Control Method for the Steam Generator Water Level", IEEE transactions on nuclear science, vol. 48, no. 5, October 2001
- Kouvaritakis, B. , and M. Cannon, Non-Linear Predictive Control: Theory & Practice, IEE Publishing, 2001.
- Prett, D. , and C. Garcia, Fundamental Process Control, Butterworths, 1988.
- Rossiter, J. A. , Model-Based Predictive Control: A Practical Approach, CRC Press, 2003.
- K. Vijayakumar , T. Manigandan,"High Performance Model Predictive Controller for Non-Linear Temperature Process", European Journal of Scientific Research,Vol. 78 No. 1 (2012), pp. 65-73.
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