Title: Application of Global Sensitivity Analysis of Model Output to Building Thermal Simulations
Authors: TARANTOLA StefanoMARA Thierry
Citation: Building Simulation vol. 1 no. 4 p. 290-302
Publisher: Tsinghua University Press, co-published with Springer-Verlag GmbH
Publication Year: 2008
JRC N°: JRC47755
ISSN: 1996-3599
URI: http://publications.jrc.ec.europa.eu/repository/handle/JRC47755
DOI: 10.1007/s12273-008-8129-5
Type: Articles in Journals
Abstract: In this paper is exposed a set of applications of global sensitivity analysis to building thermal modelling. The aim is to demonstrate the interest of such tools for model analysis and to encourage their use. Indeed, since the last ten years important improvements have been made in the field of sensitivity analysis and especially in computational methods based on the analyse of variance (ANOVA). Yet, their use in the field of building performance modelling is uncommon. After recalling the concept of ANOVA-based sensitivity analysis and the associated sensitivity indices, we describe some computational methods to compute the global sensitivity indices of model input factors. The emphasis is put on the methodology that is computationally cheapest but provides the more information. For illustration, they are applied to an actual test-cell thermal model.
JRC Institute:Institute for the Protection and Security of the Citizen

Files in This Item:
There are no files associated with this item.


Items in repository are protected by copyright, with all rights reserved, unless otherwise indicated.