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Global Sensitivity Analysis applied to Total Energy Use in Buildings
Ruiz Flores, Roberto; Bertagnolio, Stéphane; Lemort, Vincent
2012In Proceedings of the 2nd International High Performance Buildings Conference
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Keywords :
Uncertainty and Sensitivity analysis; Variance-based Methods; Annex 53
Abstract :
[en] The work presented in this paper has been carried out in the frame of the IEA-ECBCS Annex 53 project: “Total Energy Use in Buildings: Analysis and evaluation methods”. The aim of this work is to present a methodology to identify the most influential parameters affecting the final energy consumption in office buildings. In order to represent buildings and HVAC systems, a representative typology was defined, modeled and simulated and subsequently a global sensitivity analysis (variance-based method) was performed. This paper provides useful information to future works related to design building decisions, building calibration, energy management strategy, etc. helping to detect and rank those factors which need to be better measured and/or estimated, in order to improve building energy efficiency.
Disciplines :
Mechanical engineering
Energy
Author, co-author :
Ruiz Flores, Roberto ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Systèmes énergétiques
Bertagnolio, Stéphane ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Thermodynamique appliquée
Lemort, Vincent  ;  Université de Liège - ULiège > Département d'aérospatiale et mécanique > Systèmes énergétiques
Language :
English
Title :
Global Sensitivity Analysis applied to Total Energy Use in Buildings
Publication date :
16 July 2012
Event name :
2nd International High Performance Buildings Conference
Event organizer :
Purdue University
Event place :
West Lafayette, United States
Event date :
du 16 au 19 juillet 2012
Audience :
International
Main work title :
Proceedings of the 2nd International High Performance Buildings Conference
Peer reviewed :
Peer reviewed
Available on ORBi :
since 16 August 2012

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