G. Guobao and . Doucet, survey of energy resources, World Energy Council, 2007.

J. Eynard, S. Grieu, and M. Polit, Wavelet-based multi-resolution analysis and artificial neural networks for forecasting temperature and thermal power consumption, Engineering Applications of Artificial Intelligence, vol.24, issue.3, pp.501-516, 2011.
DOI : 10.1016/j.engappai.2010.09.003
URL : https://hal.archives-ouvertes.fr/hal-00567529

J. Eynard, S. Grieu, and M. Polit, Modular approach for modeling a multi-energy district boiler, Applied Mathematical Modelling, vol.35, issue.8, pp.3926-3957, 2011.
DOI : 10.1016/j.apm.2011.02.006
URL : https://hal.archives-ouvertes.fr/hal-00598995

C. E. Garcia and D. M. Prett, Model predictive control: Theory and practice???A survey, Automatica, vol.25, issue.3, pp.335-348, 1989.
DOI : 10.1016/0005-1098(89)90002-2

S. J. Qin and T. A. , A survey of industrial model predictive control technology, Control Engineering Practice, vol.11, issue.7, pp.733-764, 2003.
DOI : 10.1016/S0967-0661(02)00186-7

J. Eynard, S. Grieu, and M. Polit, Optimal control of a multi-energy district boiler: a case study, th International World Congress of the International Federation of Automatic Control, 2011.
DOI : 10.3182/20110828-6-IT-1002.00139
URL : https://hal.archives-ouvertes.fr/hal-00624827

S. J. Qin and T. A. , A survey of industrial model predictive control technology, Control Engineering Practice, vol.11, issue.7, pp.733-764, 2003.
DOI : 10.1016/S0967-0661(02)00186-7

C. E. García, D. M. Prett, and M. Morari, Model predictive control: Theory and practice???A survey, Automatica, vol.25, issue.3, pp.335-348, 1989.
DOI : 10.1016/0005-1098(89)90002-2

D. Q. Mayne and W. R. Schroeder, Robust time-optimal control of constrained linear Systems, Automatica, vol.33, issue.12, pp.2103-2118, 1997.
DOI : 10.1016/S0005-1098(97)00157-X

C. Kambhampati, J. D. Mason, and K. Warwick, A stable one-step-ahead predictive control of non-linear systems, Automatica, vol.36, issue.4, pp.485-495, 2000.
DOI : 10.1016/S0005-1098(99)00173-9

M. Lazar and W. Heemels, Predictive Control of Hybrid Systems: Stability results for sub-optimal solutions, IFAC Proceedings Volumes, vol.41, issue.2, pp.180-185, 2009.
DOI : 10.3182/20080706-5-KR-1001.01897

S. Olaru, D. Dumur, J. Thomas, and M. Zainea, Predictive control for hybrid systems. Implications of polyhedral pre-computations, Nonlinear Analysis: Hybrid Systems, pp.510-531, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00350739

G. Pannochia, J. B. Rawlings, and S. J. Wright, Fast, large-scale model predictive control by partial enumeration, Automatica, vol.43, issue.5, pp.852-860, 2007.
DOI : 10.1016/j.automatica.2006.10.019

X. Blasco, M. Martinez, J. M. Herrero, C. Ramos, and J. , Model-based predictive control of greenhouse climate for reducing energy and water consumption, Computers and Electronics in Agriculture, vol.55, issue.1, pp.49-70, 2007.
DOI : 10.1016/j.compag.2006.12.001

P. Morosan, R. Bourdais, D. Dumur, and J. Buisson, Building temperature regulation using a distributed model predictive control, Energy and Buildings, vol.42, issue.9, pp.1445-1452, 2010.
DOI : 10.1016/j.enbuild.2010.03.014
URL : https://hal.archives-ouvertes.fr/hal-00520795

B. Paris, J. Eynard, S. Grieu, T. Talbert, and M. Polit, Heating control schemes for energy management in buildings, Energy and Buildings, vol.42, issue.10, pp.1908-1917, 2010.
DOI : 10.1016/j.enbuild.2010.05.027
URL : https://hal.archives-ouvertes.fr/hal-00543272

D. M. Tanton, R. R. Cohen, and S. D. Probert, Improving the effectiveness of a domestic central-heating boiler by the use of heat storage, Applied Energy, vol.27, issue.1, pp.27-53, 1987.
DOI : 10.1016/0306-2619(87)90003-1

U. Stritih and V. Butala, Optimization of a thermal storage unit combined with a biomass boiler for heating buildings, Renewable Energy, vol.29, issue.12, pp.2011-2022, 2004.
DOI : 10.1016/j.renene.2004.02.015

M. Cao and J. Cao, Optimal design of thermal-energy stores for boiler plants, Applied Energy, vol.83, issue.1, pp.55-68, 2006.
DOI : 10.1016/j.apenergy.2005.01.005

P. J. Brockwell and R. A. Davis, Introduction to Time Series and Forecasting, 1997.

S. Mallat, A wavelet tour of signal processing, 1999.

S. Alizadeh, An experimental and numerical study of thermal stratification in a horizontal cylindrical solar storage tank, Solar Energy, vol.66, issue.6, pp.409-421, 1999.
DOI : 10.1016/S0038-092X(99)00036-5

M. W. Wildin, E. I. Mackie, and W. E. Harrison, Stratified thermal storage: a new/old technology, ASHRAE Journal, vol.32, issue.4, pp.29-40, 1990.

. Agence-de-l-'environnement-et-de-la-maîtrise-de-l-'energie and . Bilan-carbone, Entreprises et collectivités, Calcul des facteurs d'émissions et sources bibliographiques utilisées, 2007.

J. Officiel-de-la-république-française, Arrété du 15 septembre 2006 relatif au diagnostic de performance énergétique pour les bâtiments existants proposés à la vente en France métropolitaine, 2006.

V. Torczon, On the Convergence of Pattern Search Algorithms, SIAM Journal on Optimization, vol.7, issue.1, pp.1-25, 1997.
DOI : 10.1137/S1052623493250780

R. M. Lewis and V. Torczon, Pattern Search Algorithms for Bound Constrained Minimization, SIAM Journal on Optimization, vol.9, issue.4, pp.1082-1099, 1999.
DOI : 10.1137/S1052623496300507
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.127.5491

R. M. Lewis and V. Torczon, Pattern Search Methods for Linearly Constrained Minimization, SIAM Journal on Optimization, vol.10, issue.3, pp.917-941, 2000.
DOI : 10.1137/S1052623497331373
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.120.6876

T. G. Kolda, R. M. Lewis, and V. Torczon, Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods, SIAM Review, vol.45, issue.3, pp.385-482, 2003.
DOI : 10.1137/S003614450242889