Temperature control of industrial coke furnace using novel state space model predictive control

IEEE Transactions on Industrial Informatics

Volumn 10, Issue 4, 2014, Pages 2084-2092

  Zhang, Ridong ^a,b   Xue, Anke ^a   Gao, Furong ^b  

^a HANGZHOU DIANZI UNIVERSITY   (China)

^b HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Closed loop control performance; industrial coke furnace; model predictive control (MPC); state space model

Indexed keywords

CLOSED-LOOP CONTROL PERFORMANCE; STATE - SPACE MODELS; STATE-SPACE MODEL PREDICTIVE CONTROLS;

MODEL PREDICTIVE CONTROL;

EID: 84909943284     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2014.2350452     Document Type: Article

References (23)

1. A. N. Sawarkar, A. B. Pandit, S. D. Samant, and J. B. Joshi, "Petroleum residue upgrading via delayed coking: A review," Can. J. Chem. Eng., vol. 85, no. 1, pp. 1-24, Feb. 2007.
2. R. D. Zhang and F. R. Gao, "Multivariable decoupling predictive functional control with non-zero-pole cancellation and state weighting: Application on chamber pressure in a coke furnace," Chem. Eng. Sci., vol. 94, no. 1, pp. 30-43, May 2013.
3. J.Minsoo, M. Ciobotaru, and V. G. Agelidis, "Design and implementation of digital control in a fuel cell system," IEEE Trans. Ind. Informat., vol. 9, no. 2, pp. 1158-1166, May 2013.
4. J. Juarez-Abad, J. Linares-Flores, E. Guzman-Ramirez, and H. Sira- Ramirez, "Generalized proportional integral tracking controller for a single-phase multilevel cascade inverter: An FPGA implementation," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 256-266, Feb. 2014.
5. R. D. Zhang and S. Q.Wang, "Predictive functional controller with a similar proportional integral optimal regulator structure: Comparison with traditional predictive functional controller and application to heavy oil coking equipment," Chin. J. Chem. Eng., vol. 15, no. 2, pp. 247-253, Mar. 2007.
6. A. K. Jana, "Differential geometry-based adaptive nonlinear control law: Application to an industrial refinery process," IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2014-2022, Nov. 2013.
7. U. C.Moon, "A practical multiloop controller design for temperature control of a TV glass furnace," IEEE Trans. Control Syst. Technol., vol. 15, no. 6, pp. 1137-1142, Nov. 2007.
8. J. Ojeda, J. Fuertes, and E. Griful, "Holistic indices for productivity control assessment, applied to the comparative analysis of PID and fuzzy controllers within an isasmelt furnace," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 92-98, Feb. 2014.
9. R. P. Aguilera, P. Lezana, and D. E. Quevedo, "Finite-control-set model predictive control with improved steady-state performance," IEEE Trans. Ind. Informat., vol. 9, no. 2, pp. 417-426, May 2013.
10. R. Zhang, A. Xue, R. Lu, P. Li, and F. Gao, "Real-time implementation of improved state space MPC for air-supply in a coke furnace," IEEE Trans. Ind. Electron., vol. 61, no. 7, pp. 3532-3539, Jul. 2014.
11. M. Preindl and S. Bolognani, "Model predictive direct torque control with finite control set for PMSM drive systems, Part 1: Maximum torque per ampere operation," IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 1912- 1921, Nov. 2013.
12. R. Zhang, S. Wu, and F. Gao, "Improved PI controller based on predictive functional control for liquid level regulation in a coke fractionation tower," J. Process Control, vol. 24, no. 3, pp. 125-132, Mar. 2014.
13. S. Wu, R. Zhang, R. Lu, and F. Gao, "Design of dynamic matrix control based PID for residual oil outlet temperature in a coke furnace," Chemom. Intell. Lab. Syst., vol. 134, pp. 110-117, May 2014.
14. J. R. Fischer, S. A. Gonzalez, M. A. Herran, M. G. Judewicz, and D. O. Carrica, "Calculation-delay tolerant predictive current controller for three-phase inverters," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 233-242, Feb. 2014.
15. R. D. Zhang, P. Li, A. K. Xue, A. P. Jiang, and S. Q. Wang, "A simplified linear iterative predictive functional control approach for chamber pressure of industrial coke furnace," J. Process Control, vol. 20, no. 4, pp. 464-471, Apr. 2010.
16. M. A. Stephens, C. Manzie, and M. C. Good, "Model predictive control for reference tracking on an industrial machine tool servo drive," IEEE Trans. Ind. Informat., vol. 9, no. 2, pp. 808-816, May 2013.
17. L. Wang and P. C. Young, "An improved structure for model predictive control using non-minimal state space realization," J. Process Control, vol. 16, no. 4, pp. 355-371, Apr. 2006.
18. A. H. Gonzalez, J. M. Perez, and D. Odloak, "Infinite horizon MPC with non-minimal state space feedback," J. Process Control, vol. 19, no. 3, pp. 473-481, Mar. 2009.
19. D. Laurí, B. Lennox, and J. Camacho, "Model predictive control for batch processes: Ensuring validity of predictions," J. Process Control, vol. 24, no. 1, pp. 239-249, Jan. 2014.
20. P. Gil, J. Henriques, A. Cardoso, P. Carvalho, and A. Dourado, "Affine neural network-based predictive control applied to a distributed solar collector field," IEEE Trans. Control Syst. Technol., vol. 22, no. 2, pp. 585-596, Mar. 2014.
21. Y. Z. Friedman, "Why coker APC applications are tough?," Hydrocarbon Process., vol. 84, no. 12, pp. 93-98, Dec. 2005.
22. B. W. Bequette, Process Control: Modeling, Design and Simulation. Englewood Cliffs, NJ, USA: Prentice Hall, 2003.
23. D. E. Seborg, T. F. Edgar, and D. A. Mellichamp, Process Dynamics and Control, 2nd ed. Hoboken, NJ, USA: Wiley, 2003.