Identifying suitable models for the heat dynamics of buildings

Energy and Buildings

Volumn 43, Issue 7, 2011, Pages 1511-1522

  Bacher, Peder ^a   Madsen, Henrik ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

Buildings; Continuous time modelling; Grey box models; Heat dynamics; Likelihood ratio tests; Lumped models; Model selection; Parameter estimation; Thermal dynamics

Indexed keywords

CONTINUOUS TIME; GREY-BOX MODELS; HEAT DYNAMICS; LIKELIHOOD RATIO TESTS; LUMPED MODELS; MODEL SELECTION; THERMAL DYNAMICS;

BUILDINGS; CLIMATE CONTROL; DYNAMICS; ELECTRIC LOAD FORECASTING; ENERGY UTILIZATION; IDENTIFICATION (CONTROL SYSTEMS); PARAMETER ESTIMATION; THERMAL CONDUCTIVITY;

CLIMATE MODELS;

EID: 79956369311     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2011.02.005     Document Type: Article

References (13)

1. K.K. Andersen, H. Madsen, and L.H. Hansen Modelling the heat dynamics of a building using stochastic differential equations Energy and Buildings 31 1 2000 13 24 (Pubitemid 30530064)
2. P. Bacher, and H. Madsen Experiments and data for building energy performance analysis: financed by the Danish electricity saving trust Tech. Rep., DTU Informatics, Building 321, Kgs. Lyngby 2010
3. J.J. Bloem System Identification Applied to Building Performance Data. CEC-EUR 15885 EN 1994
4. H. Boyer, J. Chabriat, B. GrondinPerez, C. Tourrand, and J. Brau Thermal building simulation and computer generation of nodal models Building and Environment 31 May (3) 1996 207 214 (Pubitemid 126403252)
5. M. Jiménez, H. Madsen, J. Bloem, and B. Dammann Estimation of non-linear continuous time models for the heat exchange dynamics of building integrated photovoltaic modules Energy and Buildings 40 2 2008 157 167 (Pubitemid 350151677)
6. N.R. Kristensen, and H. Madsen Continuous Time Stochastic Modelling, CTSM 2.3 - Mathematics Guide. Tech. Rep., DTU 2003
7. N.R. Kristensen, H. Madsen, and S.B. Jørgensen Parameter estimation in stochastic grey-box models Automatica 40 2 2004 225 237
8. H. Madsen, and J. Holst Estimation of continuous-time models for the heat dynamics of a building Energy and Buildings 22 1 1995 67 79
9. H. Madsen, and J. Schultz Short Time Determination of the Heat Dynamics of Buildings. Tech. Rep., DTU 1993
10. H. Madsen, and P. Thyregod Introduction to General and Generalized Linear Models 2010 CRC Press
11. Y. Pawitan In All Likelihood: Statistical Modelling and Inference Using Likelihood 2001 Oxford University Press
12. A. Rabl Parameter-estimation in buildings - methods for dynamic analysis of measured energy use Journal of Solar Energy Engineering - Transactions of the ASME 110 1 1988 52 66 (Pubitemid 18568011)
13. R.C. Sonderegger, Dynamic models of house heating based on equivalent thermal parameters, Ph.D. Thesis, Princeton Univ., NJ, 1978.