Predictive control of complex hydronic systems

Proceedings of the 2010 American Control Conference, ACC 2010

Volumn , Issue , 2010, Pages 5112-5117

  Chandan, Vikas ^a   Mishra, Sandipan ^a   Alleyne, Andrew G ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL ENGINEERING;

BUILDING SYSTEMS; CHILLED WATER SYSTEMS; FEEDBACK CONTROL SCHEMES; HYDRONIC SYSTEMS; MODEL BASED PREDICTIVE CONTROL; MULTI-DIMENSIONAL EVALUATIONS; OPTIMALITY; PREDICTIVE CONTROL;

MODEL PREDICTIVE CONTROL;

EID: 77957792322     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/acc.2010.5530469     Document Type: Conference Paper

References (22)

1. Energy Information Administration, Annual Energy Outlook 2009. [Online]. Available: http://www.eia.doe.gov/oiaf/aeo.
2. G. Holness, "Sustaining Our Future By Rebuilding Our Past: Energy Efficiency in Existing Buildings - Our Greatest Opportunity for a Sustainable Future," ASHRAE J, vol. 51, no. 8, pp. 16-21, Aug 2009.
3. S. Wang and Z. Ma, "Supervisory and optimal control of building HVAC systems: A review," HVAC&R Research, vol. 14, no. 1, pp. 3-32, Jan 2008.
4. W. Jian and M. Zaheeruddin, "Sub-optimal on-off switching control strategies for chilled water cooling systems with storage," Applied Thermal Engineering, vol. 18, no. 6, pp. 369-386, Jun 1998.
5. N. Nassif and S. Moujaes, "A cost-effective operating strategy to reduce energy consumption in a HVAC system," International Journal of Energy Research, vol. 32, no. 6, pp. 543-558, May 2008.
6. J. Rossiter, Model-based predictive control: a practical approach. CRC, 2003.
7. V. Chandan, G. Zak, and A. Alleyne, "Modeling of Complex Hydronic Systems for Energy Efficient Operation," in Proceedings of the 2009 ASME Dynamic Systems and Control Conference.
8. M. Zaheer-Uddin and P. Monastiriakos, "Hydronic heating systems: transient modelling, validation and load matching control," International Journal of Energy Research, vol. 22, no. 1, 1998.
9. Danfoss. Regulation for Hydronic Comfort Cooling Systems. [Online]. Available: http://ogrevanje.danfoss.com/PCMPDF/VB36A102.pdf.
10. ASHRAE Handbook, HVAC Systems and Equipment, 2004.
11. J. Piper, Operations and maintenance manual for energy management. ME Sharpe, 1999.
12. S. Yuan and R. Perez, "Multiple-zone ventilation and temperature control of a single-duct VAV system using model predictive strategy," Energy & Buildings, vol. 38, no. 10, pp. 1248-1261, 2006.
13. G. Huang, S. Wang, and X. Xu, "A robust model predictive control strategy for improving the control performance of air-conditioning systems," Energy Conversion and Management, vol. 50, no. 10, pp. 2650-2658, 2009.
14. G. Henze, D. Kalz, C. Felsmann, and G. Knabe, "Impact of forecasting accuracy on predictive optimal control of active and passive building thermal storage inventory," HVAC & R Research, vol. 10, no. 2, pp. 153-178, 2004.
15. D. Kolokotsa, A. Pouliezos, G. Stavrakakis, and C. Lazos, "Predictive control techniques for energy and indoor environmental quality management in buildings," Building and Environment, vol. 44, no. 9, pp. 1850-1863, 2009.
16. V. Chandan. Modeling and Control of Hydronic Building HVAC Systems. 2010 MS Thesis, Univ. of Illinois.
17. R. Scattolini, "Architectures for distributed and hierarchical model predictive control-A review," Journal of Process Control, vol. 19, no. 5, pp. 723-731, 2009.
18. E. Camponogara, D. Jia, B. Krogh, and S. Talukdar, "Distributed model predictive control," IEEE Control Systems Magazine, vol. 22, no. 1, pp. 44-52, 2002.
19. C. Reynolds, "Flocks, herds and schools: A distributed behavioral model," in Proceedings of the 14th annual conference on Computer graphics and interactive techniques. ACM New York, NY, USA, 1987, pp. 25-34.
20. L. Jayamaha, Energy-Efficient Building Systems. McGraw-Hill Professional, 2006.
21. F. Yu and K. Chan, "Optimum load sharing strategy for multiple-chiller systems serving air-conditioned buildings," Building and environment, vol. 42, no. 4, pp. 1581-1593, 2007.
22. T. McKinley and A. Alleyne, "2008-01-0386 Real-Time Modeling of Liquid Cooling Networks in Vehicle Thermal Management Systems," SAE SP, vol. 2152, p. 1, 2008.