RELIABILITY OF DYNAMIC SIMULATION MODELS FOR BUILDING ENERGY IN THE CONTEXT OF LOW-ENERGY BUILDINGS

被引:0
作者
Bontemps, Stephanie [1 ]
Kaemmerlen, Aurelie [2 ]
Blatman, Geraud [2 ]
Mora, Laurent [1 ]
机构
[1] CNRS UMR 5295, I2M, Dept TREFLE, Site ENSAM, Talence, France
[2] Elect France, Moret Sur Loing, France
来源
BUILDING SIMULATION 2013: 13TH INTERNATIONAL CONFERENCE OF THE INTERNATIONAL BUILDING PERFORMANCE SIMULATION ASSOCIATION | 2013年
关键词
SENSITIVITY-ANALYSIS;
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Within the framework of building energy simulation, empirical validation has been used for many decades. This paper presents a first step in the empirical validation of simulation tools in the context of low energy buildings. We were interested in comparing results provided by two pieces of software for dynamic energy simulation Dymola and Pleiades+Comfie - to measurements from the experimental platform BESTLab built on the EDF site of the Renardieres (France). Then a methodology was developed in order to identify the most influential parameters on simulations and to determine their influence on model predictions using sensitivity and uncertainty analyses.
引用
收藏
页码:1952 / 1959
页数:8
相关论文
共 13 条
  • [1] ADEME, 2011, CHIFFR CLES BAT
  • [2] [Anonymous], 2000, Probability and Statistics series
  • [3] Barmaud G., 1987, OPTIMISATION IMPLANT
  • [4] Blatman G, 2007, MEC IND, V8, P289, DOI [10.1051/meca:2007051, 10.1051/rneca:2007051]
  • [5] Adaptive sparse polynomial chaos expansion based on least angle regression
    Blatman, Geraud
    Sudret, Bruno
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2011, 230 (06) : 2345 - 2367
  • [6] Bontemps S., 2013, SFT 2013 UNPUB
  • [7] Least angle regression - Rejoinder
    Efron, B
    Hastie, T
    Johnstone, I
    Tibshirani, R
    [J]. ANNALS OF STATISTICS, 2004, 32 (02) : 494 - 499
  • [8] Parametric sensitivity analysis of a test cell thermal model using spectral analysis
    Mara, TA
    Boyer, H
    Garde, F
    [J]. JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME, 2002, 124 (03): : 237 - 242
  • [9] QUASI-MONTE CARLO INTEGRATION
    MOROKOFF, WJ
    CAFLISCH, RE
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 1995, 122 (02) : 218 - 230
  • [10] Sobol I. M., 1993, MATH MODEL COMPUT EX, V4, P407