Unified NMPC for multi-variable control in smart buildings

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 44, Issue 1 PART 1, 2011, Pages 11024-11029

  Lamoudi, Mohamed Yacine ^a   Alamir, Mazen ^b   Béguery, Patrick ^a  

^a SCHNEIDER ELECTRIC   (France)

^b UNIV GRENOBLE ALPES   (France)

Author keywords

Building Management System; Constrained control; Consumption comfort trade off; Fixed point iteration; NMPC; Smart buildings

Indexed keywords

ECONOMIC AND SOCIAL EFFECTS; ENERGY UTILIZATION; INTELLIGENT BUILDINGS; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; SENSITIVITY ANALYSIS;

BUILDING MANAGEMENT SYSTEM; CONSTRAINED CONTROLS; FIXED POINT ITERATION; NMPC; TRADE OFF;

MULTIVARIABLE SYSTEMS;

EID: 84866763097     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20110828-6-IT-1002.01945     Document Type: Conference Paper

References (12)

1. Standard: En15251 -indoor environmental input parameters for design and assessment of energy performance of buildings addressing indoor air quality, thermal environment, lighting and acoustics, August 2005.
2. A. Collazos, F. Maréchal, and C. Gähler. Predictive optimal management method for the control of polygeneration systems. Computers & Chemical Engineering, 33: 1584-1592, May 2009.
3. A.I. Dounis and C. Caraiscos. Advanced control systems engineering for energy and comfort management in a building environment-a review. Energy Conversion & Management, 13:1246-1261, August-September 2009.
4. A. M. N. Ferguson. Predictive Thermal Control Of Building Systems. PhD thesis, Ecole Polytechnique Federale de Lausanne, 1990.
5. M. Gwerder and J. Tödtli. Patent, system for controlling room temperature in building using predictive control, April 2009.
6. D. Kolokotsa, A. Pouliezos, G. Stavrakakis, and C. Lazos. Predictive control techniques for energy and indoor environmental quality management in buildings. Building and Environment, 44:1850-1863, September 2009.
7. D. Q. Mayne, J. B. Rawlings, C. V. Rao, and P. O. M. Scokaert. Constrained model predictive control: Stability and optimality. Automatica, 36:789-814, 2000.
8. P.-D. Morosan, R. Bourdais, D. Dumur, and J. Buisson. Building temperature regulation using a distributed model predictive control. Energy & Buildings, 42:1445-1452, 2010. ISSN 0378-7788.
9. G. Mustafaraja, J. Chena, and G. Lowry. Development of room temperature and relative humidity linear parametric models for an open office using bms data. Energy & Buildings, 42:348-356, March 2010.
10. F. Oldewurtel, D. Gyalistras, M. Gwerder, C. N. 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 10th REHVA World Congress Clima, Antalya, Turkey, May 2010.
11. G.S. Virk and J.Y.M. Cheung. Practical stochastic multivariate identification for buildings. Appl. Math. Modeling, 19:622-636, October 1995.
12. S. Yuan and R. Perez. Multiple-zone ventilation and temperature control of a single-duct hvav system using model predictive strategy. Energy & Buildings, 38:1248-1261, 2006.