Real-time implementation of improved state-space MPC for air supply in a coke furnace

IEEE Transactions on Industrial Electronics

Volumn 61, Issue 7, 2014, Pages 3532-3539

  Zhang, Ridong ^a,b   Xue, Anke ^a   Lu, Renquan ^a   Li, Ping ^c   Gao, Furong ^b  

^a HANGZHOU DIANZI UNIVERSITY   (China)

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

^c LIAONING SHIHUA UNIVERSITY   (China)

Author keywords

Air supply management; Closed loop control performance; Industrial coke furnace; Model predictive control (MPC); State space model

Indexed keywords

FURNACES; INDUSTRY; MODEL PREDICTIVE CONTROL; REAL TIME CONTROL;

CLOSED-LOOP CONTROL PERFORMANCE; IMPROVED CONTROLS; INPUT AND OUTPUTS; OXYGEN-CONTENT CONTROL; REAL-TIME IMPLEMENTATIONS; SIMULATION EXAMPLE; STATE-SPACE MODEL PREDICTIVE CONTROLS; STATE-SPACE MODELING;

PREDICTIVE CONTROL SYSTEMS;

EID: 84894068995     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2013.2284142     Document Type: Article

References (21)

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. (Pubitemid 47324552)
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. Prukushpan, A. Stefanopoulou, and H. Peng, Control of fuel cell power systems: Principles, modelling and analysis and feedback design. New York, NY, USA: Springer-Verlag, 2004, ser. Advances in Industrial Control.
4. P. Rodatz, G. Paganelly, and L. Guzzella, "Optimizing air supply control of a PEM fuel cell system," in Proc. Amer. Control Conf., Denver, CO, USA, Jun. 2003, pp. 2043-2048.
5. C. Bao, M. Ouyang, and B. Yi, "Modeling and control of air stream and hydrogen flow with recirculation in a PEM fuel cell system - II: Linear and adaptive nonlinear control," Int. J. Hydrogen Energy, vol. 31, no. 13, pp. 1897-1913, Oct. 2006. (Pubitemid 44278413)
6. J. R. Massing, M. Stefanello, H. A. Grundling, and H. Pinheiro, "Adaptive current control for grid-connected converters with LCL filter," IEEE Trans. Ind. Electron., vol. 59, no. 12, pp. 4681-4693, Dec. 2012.
7. C.-H. Lu and C.-C. Tsai, "Adaptive predictive control with recurrent neural network for industrial processes: An application to temperature control of a variable-frequency oil-cooling machine," IEEE Trans. Ind. Electron., vol. 55, no. 3, pp. 1366-1379, Mar. 2008.
8. M. Tekin, D. Hissel, M.-C. Pera, and J.-M. Kauffmann, "Energy consumption reduction of a PEM fuel cell motor-compressor group thanks to efficient control laws," J. Power Sources, vol. 156, no. 1, pp. 57-63, May 2006.
9. M. Tekin, D. Hissel, M.-C. Pera, and J.-M. Kauffmann, "Energymanagement strategy for embedded fuel-cell systems using fuzzy logic," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 595-603, Feb. 2007. (Pubitemid 46444057)
10. 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. 658-667, May 2013.
11. P. Cortes, J. Rodriguez, C. Silva, and A. Flores, "Delay compensation in model predictive current control of a three-phase inverter," IEEE Trans. Ind. Electron., vol. 59, no. 2, pp. 1323-1325, Feb. 2012.
12. V. Exadaktylos and C. J. Taylor, "Multi-objective performance optimization for model predictive control by goal attainment," Int. J. Contr., vol. 83, no. 7, pp. 1374-1386, Jul. 2010.
13. A. Arce, A. J. del Real, C. Bordons, and D. R. Ramirez, "Real-time implementation of a constrained MPC for efficient airflow control in a PEM fuel cell," IEEE Trans. Ind. Electron., vol. 57, no. 6, pp. 1892-1905, Jun. 2010.
14. C. S. Lim, E. Levi, M. Jones, N. A. Rahim, and W. P. Hew, "FCS-MPCBased current control of a five-phase induction motor and its comparison with PI-PWM control," IEEE Trans. Ind. Electron., vol. 61, no. 1, pp. 149-163, Jan. 2014.
15. M. Rivera, A. Wilson, C. A. Rojas, J. Rodriguez, J. R. Espinoza, P. W. Wheeler, and L. Empringham, "A comparative assessment of model predictive current control and space vector modulation in a direct matrix converter," IEEE Trans. Ind. Electron., vol. 60, no. 2, pp. 578-588, Feb. 2013.
16. M. R. García, C. Vilas, L. O. Santos, and A. A. Alonso, "A robust multimodel predictive controller for distributed parameter systems," J. Process Control, vol. 22, no. 1, pp. 60-71, Jan. 2012.
17. R. D. Zhang and S. Q. Wang, "Support vector machine based predictive functional control design for output temperature of coking furnace," J. Process Control, vol. 18, no. 5, pp. 439-448, Jun. 2008.
18. 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. (Pubitemid 41808691)
19. 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.
20. M. J. Duran, J. Prieto, F. Barrero, and S. Toral, "Predictive current control of dual three-phase drives using restrained search techniques," IEEE Trans. Ind. Electron., vol. 58, no. 8, pp. 3253-3263, Aug. 2011.
21. R. D. Zhang, A. K. Xue, and S. Q. Wang, "Modeling and nonlinear predictive functional control of liquid level in a coke fractionation tower," Chem. Eng. Sci., vol. 66, no. 23, pp. 6002-6013, Dec. 2011.