Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools

Filippo Monari, Paul Strachan, Jose Ortiz

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Abstract

This paper reports on how sensitivity analysis techniques, applied to the inputs of calculation engines for energy certification and regulation compliance purposes, can provide guidance for simplifying their user interfaces.
Two different techniques were employed: the Morris Method, used to screen the input factors, and Monte Carlo Analysis, used to assess the effects of approximations on groups of parameters.
It is shown that this analysis approach can lead to useful reductions in user effort without significant loss of accuracy.
LanguageEnglish
Number of pages8
Publication statusPublished - 25 Aug 2013
Event13th Building Simulation Conference, BS2013 - Chambéry, France
Duration: 25 Aug 201328 Aug 2013

Conference

Conference13th Building Simulation Conference, BS2013
CountryFrance
CityChambéry
Period25/08/1328/08/13

Fingerprint

Global Analysis
Certification
Software Tools
Compliance
User Interface
User interfaces
Sensitivity analysis
Sensitivity Analysis
Engines
Energy
Guidance
Engine
Approximation

Keywords

  • user interface design
  • energy certification
  • energy compliance
  • software tools
  • sensitivity analysis

Cite this

Monari, F., Strachan, P., & Ortiz, J. (2013). Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools. Paper presented at 13th Building Simulation Conference, BS2013, Chambéry, France.
Monari, Filippo ; Strachan, Paul ; Ortiz, Jose. / Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools. Paper presented at 13th Building Simulation Conference, BS2013, Chambéry, France.8 p.
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Monari, F, Strachan, P & Ortiz, J 2013, 'Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools' Paper presented at 13th Building Simulation Conference, BS2013, Chambéry, France, 25/08/13 - 28/08/13, .

Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools. / Monari, Filippo; Strachan, Paul; Ortiz, Jose.

2013. Paper presented at 13th Building Simulation Conference, BS2013, Chambéry, France.

Research output: Contribution to conferencePaper

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Monari F, Strachan P, Ortiz J. Employing local and global sensitivity analysis techniques to guide user interface development of energy certification and compliance software tools. 2013. Paper presented at 13th Building Simulation Conference, BS2013, Chambéry, France.