Model predictive control of thermal energy storage in building cooling systems

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2009, Pages 392-397

  Ma, Yudong ^a   Borrelli, Francesco ^a   Hencey, Brandon ^b   Packard, Andrew ^a   Bortoff, Scott ^b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNITED TECHNOLOGIES RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BUILDINGS; COOLING SYSTEMS; HEAT STORAGE; PREDICTIVE CONTROL SYSTEMS; REAL TIME CONTROL; THERMAL ENERGY; THERMOELECTRIC EQUIPMENT; WATER TANKS;

BUILDING LOAD; HYBRID MODEL; IN-BUILDINGS; MOVING WINDOW; REAL-TIME IMPLEMENTATIONS; ROBUST INVARIANT SET; STORAGE TANK; TERMINAL CONSTRAINT;

MODEL PREDICTIVE CONTROL;

EID: 77950830640     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2009.5400677     Document Type: Conference Paper

References (13)

1. F. Allgöwer, T.A. Badgwell, S.J. Qin, J.B. Rawlings, and S.J. Wright. Nonlinear predictive control and moving horizon estimation - and introductory overview. Springer Berlin/Heidelberg, 1999.
2. A. Bemporad and M. Morari. Robust model predictive control: A survey. In A. Garulli, A. Tesi, and A. Vicino, editors, Robustness in Identification and Control, number 245 in Lecture Notes in Control and Information Sciences, pages 207-226. Springer-Verlag, 1999.
3. F. Blanchini and W. Ukovich. Linear programming approach to the control of discrete-time periodic systems with uncertain inputs. J. Optim. Theory Appl., 78(3):523-539, 1993.
4. R. Cagienard, P. Grieder, E.C. Kerrigan, and M. Morari. Move blocking strategies in receding horizon control. Journal of Process Control, 17(6):563-570, 2007.
5. K. Holmstrom. The tomlab optimization environment in matlab. Adv. Model. Optim, 1:47, 1999.
6. M. Koschenz and V. Dorer. Interaction of an air system with concrete core conditioning. Energy and Buildings, 30(2):139-145, 1999.
7. M. Koschenz and B. Lehmann. Development of a thermally activated ceiling panel with pcm for application in lightweight and retrofitted buildings. Energy and Buildings, 36(6):567-578, 2004.
8. J.H. Lee, M. Morari, and C.E. Garcia. State-space interpretation of Model Predictive Control. 1992.
9. Y. Ma, F. Borrelli, B. Hencey, A. Packard, and S. Bortoff. Model predictive control of thermal energy storage in building cooling systems. Technical report, Sep. 2009. http://sites.google.com/site/mayudong/publication- 1.
10. D.Q. Mayne, J.B. Rawlings, C.V. Rao, and P.O.M. Scokaert. Constrained model predictive control: Stability and optimality. Automatic, 36(6):789-814, June 2000.
11. J.M. McQuade. A system approach to high performance buildings. Technical report, United Technologies Corporation, Feb. 2009. http://gop.science.house. gov/Media/hearings/energy09/april28/mcquade.pdf.
12. S.J. Qin and T.A. Badgwell. An overview of industrial model predictive control technology. pages 232-256, 1997.
13. S. V. Raković, E. C. Kerrigan, D. Q. Mayne, and K. I. Kouramas. Optimized robust control invariance for linear discrete-time systems: Theoretical foundations. Automatica, 43(5):831-841, 2007.