Sensitivity Assessment of Building Energy Performance Simulations Using MARS Meta-Modeling in Combination with Sobol’ Method

Sensitivity Assessment of Building Energy Performance Simulations Using MARS Meta-Modeling in Combination with Sobol’ Method

Large discrepancies can occur between building energy performance simulation (BEPS) outputs and reference data. Uncertainty and sensitivity analyses are performed to discover the significant contributions of each input parameter to these discrepancies. Variance-based sensitivity analyses typically r...

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Bibliographic Details
Main Authors: Amin Nouri, Christoph van Treeck, Jérôme Frisch
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Energies
Subjects:
building energy performance simulation
validation
Monte Carlo simulation
meta-model
global sensitivity analysis
Online Access:https://www.mdpi.com/1996-1073/17/3/695

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