Issues in identification of control-oriented thermal models of zones in multi-zone buildings

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2012, Pages 6932-6937

  Lin, Yashen ^a   Middelkoop, Timothy ^a   Barooah, Prabir ^a  

^a University of Florida   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENERGY EFFICIENCY; MODEL STRUCTURES; OFFICE BUILDINGS; PARAMETER ESTIMATION;

CONVENTIONAL TECHNIQUES; IDENTIFICATION TECHNIQUES; INPUT-OUTPUT BEHAVIOR; MODEL BASED CONTROLS; PHYSICS-BASED MODELING; PREDICTIVE ABILITIES; PREDICTIVE MODELING; SYSTEM IDENTIFICATION TECHNIQUES;

PREDICTIVE ANALYTICS;

EID: 84874237915     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2012.6425958     Document Type: Conference Paper

References (21)

1. U. S. G. Energy Use Administration, "Electricity explained - use of electricity," 2010. [Online]. Available: http://www.eia.gov/ energyexplained/index.cfm?page=electricity use
2. M. Morari, F. Oldewurtel, and D. Sturzenegger, "Importance of Occupancy Information for Building Climate Control," Applied Energy, Jan. 2012. [Online]. Available: http://control.ee.ethz.ch/index.cgi?page= publications;action=details;id=3984
3. S. Goyal, H. Ingley, and P. Barooah, "Zone-level control algorithms based on occupancy information for energy efficient buildings," in American Control Conference, June 2012.
4. Y. Ma, G. Anderson, and F. Borrelli, "A distributed predictive control approach to building temperature regulation," in American Control Conference (ACC), July 2011.
5. T. Nghiem and G. Pappas, "Receding-horizon supervisory control of green buildings," in American Control Conference (ACC), July 2011.
6. V. Chandan and A. Alleyne, "Optimal control architecture selection for thermal control of buildings," in American Control Conference (ACC), July 2011.
7. P. Morosan, R. Bourdais, D. Dumur, and J. Buisson, "Distributed model predictive control based on benders' decomposition applied to multisource multizone building temperature regulation," in 49th IEEE Conference on Decision and Control (CDC), Dec 2010.
8. S. Bengea, V. Adetola, K. Kang, M. Liba, D. Vrabie, R. Bitmead, and S. Narayanan, "Parameter estimation of a building system model and impact of estimation error on closed-loop performance," in IEEE Conference on Decision and Control, December 2011.
9. F. Oldewurtel, D. Gyalistras, M. Gwerder, C. Jones, A. Parisio, V. Stauch, B. Lehmann, and M. Morari, "Increasing Energy Efficiency in Building Climate Control using Weather Forecasts and Model Predictive Control," in Clima - RHEVA World Congress, Antalya, Turkey, May 2010. [Online]. Available: http://control.ee.ethz.ch/index.cgi?page= publications;action=details;id=3545
10. Y. Ma, A. Kelman, A. Daly, and F. Borrelli, "Predictive control for energy efficient buildings with thermal storage: Modeling, stimulation, and experiments," Control Systems, IEEE, vol. 32, no. 1, pp. 44 -64, feb. 2012.
11. ASHRAE, "The ASHRAE handbook fundamentals (SI Edition)," 2005.
12. Carrier corp., "Hourly analysis program (HAP)."
13. P. van Overschee and B. Moor, Subspace Identification for Linear Systems: Theory - Implementation - Applications. Springer, 1996.
14. G. Tao, Adaptive Control Design and Analysis. John Wiley & Sons, 2003.
15. P. Bacher and H. Madsen, "Identifying suitable models for the heat dynamics of buildings," Energy and Buildings, vol. 43, no. 7, pp. 1511-1522, Jul. 2011.
16. F. Deque, F. Ollivier, and A. Poblador, "Grey boxes used to represent buildings with a minimum number of geometric and thermal parameters," Energy and Buildings, vol. 31, no. 1, pp. 29-35, jan 2000.
17. H. Madsen and J. Hoist, "Estimation of continuous-time models for the heat dynamics of a buildings," Energy and Buildings, vol. 22, pp. 67-79, 1995.
18. E. Mathews, P. Rousseau, P. Richards, and C. Lombard, "A procedure to estimate the effective heat storage capability of a building," Energy and Buildings, vol. 26, pp. 179-188, 1991.
19. T. Chen and A. Athienitis, "Investigation of practical issues in building thermal parameter estimation," Building and Environment, vol. 38, no. 8, pp. 1027-1038, Jun. 2003.
20. S. Goyal and P. Barooah, "A method for model-reduction of nonlinear building thermal dynamics of multi-zone buildings," Energy and Buildings, vol. 47, pp. 332-340, April 2012.
21. M. M. Gouda and S. D. C. P. Underwood, "Low-order model for the simulation of a building and its heating system," Building Services Energy Research Technology, vol. 21, pp. 199-208, Aug 2000.