Model predictive HVAC load control in buildings using real-time electricity pricing

Energy and Buildings

Volumn 60, Issue , 2013, Pages 199-209

  Avci, Mesut ^a   Erkoc, Murat ^a   Rahmani, Amir ^b   Asfour, Shihab ^a  

^a UNIVERSITY OF MIAMI   (United States)

^b University of Miami College of Engineering   (United States)

Author keywords

Demand response; HVAC load control; Model predictive control; Real time electricity pricing

Indexed keywords

CONSUMER'S PREFERENCES; COST OF ELECTRICITY; DEMAND RESPONSE; ELECTRICITY PRICING; ENERGY CONSUMPTION AND COST; ENERGY EFFICIENT; EXPERIMENTAL ANALYSIS; HVAC LOAD; IN-BUILDINGS; INSIDE TEMPERATURE; MANAGEMENT POLICY; MODEL PREDICTIVE; PARAMETER PREDICTION; PREDICTION MODEL; REAL TIME PRICING; REFERENCE TEMPERATURE; RESPONSE STRATEGIES; SETPOINTS; TOLERANCE INDICES; TOTAL ENERGY CONSUMPTION;

ELECTRICITY; ENERGY EFFICIENCY; ENERGY UTILIZATION; MATHEMATICAL MODELS; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS;

COSTS;

EID: 84873934871     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2013.01.008     Document Type: Article

References (24)

1. U.S. DOE, Buildings Energy Data Book, 2009, http://buildingsdatabook. eren.doe.gov/ (accessed 11.25.12).
2. J. McQuade A system approach to high performance buildings, United Technologies Corporation Technical Report 2009
3. S. Dawson-Haggerty, J. Ortiz, X. Jiang, J. Hsu, S. Shankar, and D. Culler Enabling green building applications Proceedings of 6th ACM Workshop on Hot Topics in Embedded Networked Sensors Killarney, Ireland 2010
4. California Energy Commission, 2002-2012 Electricity Outlook Report, California Energy Commission, Technical Report, 2002.
5. International Energy Agency, The Power to Choose-Demand Response in Liberalized Electricity Markets, 2003, http://www.schneider-electric.us/ documents/solutions1/demand-response-solutions/powertochoose-2003.pdf (accessed 11.25.12).
6. California Energy Commission, California Energy Demand: 2000-2010, California Energy Commission, Sacramento, 2000.
7. D. CooKE Empowering Customer Choice in Electricity Markets 2011 OECD Publishing Paris
8. M. Morari, and J.H. Lee Model predictive control: past, present and future Computers and Chemical Engineering 23 1999 667 682 (Pubitemid 29210323)
9. J. Maciejowski Predictive Control with Constraints 2002 Prentice Hall London
10. E. Fernandez-Camacho, and C. Bordons-Alba Model Predictive Control in the Process Industry 1995 Springer London
11. D.Q. Mayne, and J.B. Rawlings Model Predictive Control: Theory and Design 2009 Nob Hill Publishing Madison
12. R.Z. Freire, G.H. Oliveira, and N. Mendes Predictive controllers for thermal comfort optimization and energy savings Energy and buildings 40 2008 1353 1365 (Pubitemid 351491552)
13. R. Balan, S.-D. Stan, and C. Lapusan A Model Based Predictive Control Algorithm for Building Temperature Control Proceedings of 3rd IEEE International Conference on Digital Ecosystems and Technologies Istanbul, Turkey 2009
14. P.D. Moroşan, R. Bourdais, D. Dumur, and J. Buisson Building temperature regulation using a distributed model predictive control Energy and Buildings 42 2010 1445 1452
15. F. Oldewurtel, A. Parisio, C.N. Jones, M. Morari, D. Gyalistras, M. Gwerder, V. Stauch, B. Lehmann, and K. Wirth Energy Efficient Building Climate Control Using Stochastic Model Predictive Control and Weather Predictions Proceedings of American Control Conference Baltimore, MD, USA 2010
16. J. Široký, F. Oldewurtel, J. Cigler, and S. Prívara Experimental analysis of model predictive control for an energy efficient building heating system Applied Energy 88 2011 3079 3087
17. F. Oldewurtel, A. Ulbig, A. Parisio, G. Andersson, and M. Morari Reducing Peak Electricity Demand in Building Climate Control Using Real-time Pricing and Model Predictive Control Proceedings of 49th IEEE Conference on Decision and Control Atlanta, GA, USA 2010
18. Y. Ma, F. Borrelli, B. Hencey, A. Packard, and S. Bortoff Model Predictive Control of Thermal Energy Storage in Building Cooling Systems Proceedings of 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference Shanghai, China 2009
19. Y. Ma, F. Borrelli, B. Hencey, B. Coffey, S. Bengea, and P. Haves Model predictive control for the operation of building cooling systems Proceedings of American Control Conference Baltimore, MD, USA 2010
20. A. Aswani, N. Master, J. Taneja, D. Culler, and C. Tomlin Reducing transient and steady state electricity consumption in HVAC using learning-based model-predictive control Proceedings of the IEEE 100 2012 240 253
21. W. Burke, and D. Auslander Low-frequency pulse width modulation design for HVAC compressors The ASME 2009
22. A.S.H.R.A.E. Standard 55, Thermal environmental conditions for human occupancy American Society of Heating, Refrigerating and Air conditioning Engineers 1992
23. J.V.C. Vargas, and J.A.R. Parise Simulation in transient regime of a heat pump with closed-loop and on-off control International Journal of Refrigeration 18 1995 235 243
24. PJM, Day-Ahead Energy Market, http://www.pjm.com/markets-and-operations/ energy/day-ahead.aspx. (accessed 11.25.12).