Parameter identification and model based predictive control of temperature inside a house

Energy and Buildings

Volumn 43, Issue 2-3, 2011, Pages 748-758

  Bǎlan, Radu ^a   Cooper, Joshua ^b   Chao, Kuo Ming ^c   Stan, Sergiu ^a   Donca, Radu ^a  

^a TECHNICAL UNIVERSITY OF CLUJ NAPOCA   (Romania)

^b Hildebrand   (United Kingdom)

^c Institute for Clean Growth and Future Mobility   (United Kingdom)

Author keywords

Building management systems; Model based predictive control; Modeling; Parameter estimation

Indexed keywords

A-THERMAL; BUILDING MANAGEMENT SYSTEM; COOLING BUILDINGS; ENERGY CONSUMPTION; EXPERIMENTAL DATA; EXPERIMENTAL IDENTIFICATION; MODEL BASED PREDICTIVE CONTROL; MODELING; NONINVASIVE MEASUREMENTS; PARAMETER IDENTIFICATION; THERMAL BEHAVIORS; THERMAL MODELING; THERMAL SYSTEMS;

AIR CONDITIONING; ALGORITHMS; COMPUTER SIMULATION; COOLING SYSTEMS; ENERGY UTILIZATION; HEATING; HOUSES; INTELLIGENT BUILDINGS; MANAGEMENT; PARAMETER ESTIMATION; PREDICTIVE CONTROL SYSTEMS;

MODEL PREDICTIVE CONTROL;

EID: 78651413658     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2010.10.023     Document Type: Article

References (20)

1. www.dehems.org
2. J. Gustafsson, J. Delsing, and J. van Deventer Thermodynamic simulation of a detached house with district heating subcentral SysCon 2008 - IEEE International Systems Conference Montreal, Canada, April 7-10 2008
3. N. Mendes, G.H.C. Oliveira, H.X. Araújo, and L.S. Coelho A Matlab-based simulation tool for building thermal performance analysis Eighth International IBPSA Conference Eindhoven, Netherlands, August 11-14 2003
4. G. Hudson, and C.P. Underwood A simple building modelling procedure for matlab/simulink Proceedings of Building Simulation '99, vol. 2 1999 777 783
5. P.-D. Morosan, R. Bourdais, D. Dumurb, and J. Buisson Building temperature regulation using a distributed model predictive control Energy and Buildings 2010 10.1016/j.enbuild.2010.03.014
6. R.Z. Freire, G.H.C. Oliveira, and N. Mendes Predictive controllers for thermal comfort optimization Energy and Buildings 40 2008 1353 1365
7. G. Mustafaraj, J. Chen, and G. Lowry Development of room temperature and relative humidity linear parametric models for an open office using BMS data Energy and Buildings 42 2010 348 356 10.1016/j.enbuild.2009.10.001
8. B. Thomas, M. Soleimani-Mohsenib, and P. Fahlen Feed-forward in temperature control of buildings Energy and Buildings 37 2005 755 761 10.1016/j.enbuild.2004.10.002 (Pubitemid 40537196)
9. Peeters, J. Van der Veken, H. Hens, L. Helsen, and W. D'haeseleer Control of heating systems in residential buildings: current practice Energy and Buildings 40 2008 1446 1455 10.1016/j.enbuild.2008.02.016 (Pubitemid 351635756)
10. A.I. Dounis, and C. Caraiscos Advanced control systems engineering for energy and comfort management in a building environment - a review Renewable and Sustainable Energy Reviews 13 2009 1246 1261 10.1016/j.rser.2008.09.015
11. J. Eynard, B. Paris, S. Grieu, T. Talbert, and F. Thiery Control strategies for managing energy in a building mock-up Eleventh International IBPSA Conference 2009
12. Vrecko, N. Vodopivec, and S. Strmcnik An algorithm for calculating the optimal reference temperature in buildings Energy and Buildings 41 2009 182 189 10.1016/j.enbuild.2008.08.007
13. J.A. Crabb, N. Murdoch, and J.M. Penman A simplified thermal response model Building Services Engineering Research and Technology 8 1 1987 13 19
14. Y. Zhang, and V.I. Hanby Model-based control of renewable energy systems in buildings Ninth International IBPSA Conference Montreal 2005 1425 1432
15. E. Camacho, and C. Bordons Model Predictive Control 1999 Spriger-Verlag ISBN 3-540-76241-8
16. K.M. Hangos, J. Bokor, and G. Szederkeny Analysis and Control of Nonlinear Process Systems 2004 Springer-Verlag ISBN 1-85233-600-5
17. R. Blan, V. Mtie, and O. Hancu Model predictive control of nonlinear processes using on-line simulation Proceedings of International Conference on Automation, Quality and Testing, Robotics, AQTR 2004-Theta 14 Cluj-Napoca, Romania, 13-15 May 2004 201 207
18. R. Blan, V. Mtie, V. Hodor, and I. Zamfira Some issues in the design of adaptive-predictive controllers based on on-line simulation International Conference OPTIM 2002 Brasov, Romania 2002 447 452 ISBN 973-635-012-6
19. M.R. Kulkarni, and Feng Hong Energy optimal control of a residential space-conditioning system based on sensible heat transfer modeling Building and Environment 39 2004 31 38 (Pubitemid 37343372)
20. N. Mendes, G.H.C. Oliveira, and H.X. de Araujo Building thermal performance analysis by using Matlab/Simulink Proceedings of 7th International IBPSA Conference Rio de Janeiro, Brazil, IBPSA, August 2001 473 477