An adaptive dynamic matrix control with fuzzy-interpolated step-response model for a DRUM-type boiler-turbine system

IEEE Transactions on Energy Conversion

Volumn 26, Issue 2, 2011, Pages 393-401

  Moon, Un Chul ^a   Lee, Kwang Y ^b  

^a Chung Ang University   (South Korea)

^b Baylor University   (United States)

Author keywords

Adaptive control; boiler turbine control; dynamic matrix control; fuzzy inference; power generation control

Indexed keywords

A PLANTS; ADAPTIVE CONTROL; ADAPTIVE DYNAMIC MATRIX CONTROL; BOILER TURBINE SYSTEM; BOILER-TURBINE CONTROL; DYNAMIC MATRIX CONTROL; FUZZY INFERENCE RULES; OPERATING POINTS; POWER GENERATION CONTROL; SIMULATION RESULT; WIDE-RANGE OPERATION;

ADAPTIVE CONTROL SYSTEMS; BOILERS; FUZZY INFERENCE; POWER GENERATION; PREDICTIVE CONTROL SYSTEMS; PROPORTIONAL CONTROL SYSTEMS; TURBINE RINGS;

BOILER CONTROL;

EID: 79957501121     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEC.2011.2116023     Document Type: Article

References (18)

1. R. D. Bell and K. J. Åström, "Dynamic Models for Boiler-Turbine-Alternator Units: Data Logs and Parameter Estimation for a 160 MW Unit," Lund Institute of Technology, Sweden, Rep. TFRT-3192, 1987.
2. B. W. Hogg and N. M. Ei-Rabaie, "Multivariable generalized predictive control of a boiler system," IEEE Trans. Energy Convers., vol. 6, no. 2, pp. 282-288, Jun. 1991.
3. U.-C. Moon and K. Y. Lee, "A boiler-turbine system control using a fuzzy auto-regressive moving average (FARMA) model," IEEE Trans. Energy Convers., vol. 18, no. 1, pp. 142-148, Mar. 2003.
4. G. Prasad, E. Swidenbank, and B. W. Hogg, "A neural net model-based multivariable long-range predictive control strategy applied in thermal power plant control," IEEE Trans. Energy Convers., vol. 13, no. 2, pp. 176-182, Mar. 1991.
5. R. Dimeo and K. Y. Lee, "Boiler-turbine control system design using a genetic algorithm," IEEE Trans. Energy Convers., vol. 10, no. 4, pp. 752-759, Dec. 1995.
6. F. A. Alturki and A. B. Abdennour, "Neuro-fuzzy control of a steam boiler-turbine unit," in Proc. IEEE Int. Conf. Control Appl., Hawaii, 1999, pp. 958-962.
7. C. E. Garcia, D. M. Prett, and M. Morari, "Model predictive control: Theory and practice-A survey," Automatica, vol. 25, pp. 335-348, 1989. (Pubitemid 20612627)
8. J. H. Lee, "Model predictive control in the process industries: Review, current status, and future outlook," in Proc. 2nd Asian Control Conf., Seoul, Jul. 1997 vol. II, pp. 435-438.
9. J. A. Rovnak and R. Corlis, "Dynamic matrix based control of fossile power plant," IEEE Trans. Energy Convers., vol. 6, no. 2, pp. 320-326, Jun. 1991. (Pubitemid 21645591)
10. L. A. Sanchez, F. G. Arroyo, and R. A. Villavicencio, "Dynamic matrix control of steam temperature in fossil power plant," presented at the IFAC Control of Power Plants and Power Systems, 1995.
11. G. Prasad, G. W. Irwin, E. Swidenbank, and B. W. Hogg, "A hierarchical physical model-based approach to predictive control of a thermal power plant for efficient plant-wide disturbance rejection," Trans. Institute Meas. Control, vol. 24, no. 2, pp. 107-128, 2002. (Pubitemid 34550579)
12. G. Prasad, "On fusion of PCA and a physical model-based predictive control strategy for efficient load-cycling operation of a thermal power plant," Optimal Control Appl. Methods, vol. 28, pp. 231-258, 2007. (Pubitemid 47281798)
13. U.-C. Moon and K. Y. Lee, "Step-response model development for dynamic matrix control of a drum-type boiler-turbine system," IEEE Trans. Energy Convers., vol. 24, no. 2, pp. 423-430, Jun. 2009.
14. L. A. Zadeh, "Fuzzy Sets," Inform. Control, vol. 8, pp. 338-353, 1965.
15. R. C. Bansal, "Bibliography on the fuzzy set theory applications in power systems (1994-2001)," IEEE Trans. Power Syst., vol. 18, no. 4, pp. 1291-1299, Nov. 2003.
16. H. J. Zimmermann, Fuzzy Set Theory and Its Applications. Norwell, MA: Kluwer, 1991.
17. B. Kosco, Neural Network and Fuzzy Systems. Englewood Cliffs, NJ: Prentice-Hall, 1992.
18. D. Dougherty and D. J. Cooper, "Tuning guidelines of a dynamic matrix controller for integrating (non-self-regulating) processes," Ind. Eng. Chem. Res., vol. 42, pp. 1739-1752, 2003. (Pubitemid 36908984)