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The role of sensitivity analysis in the building performance analysis: A critical review
A building system is highly nonlinear and commonly includes a variety of parameters
ranging from the architectural design to the building mechanical and energy system. Serving …
ranging from the architectural design to the building mechanical and energy system. Serving …
How building energy models take the local climate into account in an urban context–A review
N Lauzet, A Rodler, M Musy, MH Azam… - … and Sustainable Energy …, 2019 - Elsevier
The urban context is often simplified or neglected in Building Energy Models (BEMs) due to
the difficulties of taking accurately into account all the heat fluxes emanating from the …
the difficulties of taking accurately into account all the heat fluxes emanating from the …
Biopolymers impact on hygrothermal properties of rammed earth: from material to building scale
Three biopolymers were tested as rammed earth (RE) stabilizers, evaluating their impact on
the hygrothermal behavior from material to building scale. Hygrothermal characterization …
the hygrothermal behavior from material to building scale. Hygrothermal characterization …
Data-driven multi-step robust prediction of TBM attitude using a hybrid deep learning approach
K Wang, X Wu, L Zhang, X Song - Advanced Engineering Informatics, 2023 - Elsevier
A robust multi-step TBM attitude prediction approach named convolutional gated-recurrent-
unit neural network (C-GRU) is proposed in this research and the random balance design …
unit neural network (C-GRU) is proposed in this research and the random balance design …
[HTML][HTML] A literature review of probabilistic hygrothermal assessment for building envelopes
This study presents a state-of-the-art review of the evolution of probabilistic hygrothermal
assessments of building envelopes. First, relevant literature was identified by employing a …
assessments of building envelopes. First, relevant literature was identified by employing a …
Extended hygrothermal characterization of unstabilized rammed earth for modern construction
Although hygrothermal properties of rammed earth represent great potential for improving
thermal comfort during hot summers, still little knowledge is available about this topic. The …
thermal comfort during hot summers, still little knowledge is available about this topic. The …
[HTML][HTML] Optimisation of proprotors for tilt-wing eVTOL aircraft
Proprotors for tilt-wing advanced air mobility aircraft are often optimised without considering
the transition from hover to cruise. This paper presents an optimisation method, which …
the transition from hover to cruise. This paper presents an optimisation method, which …
[HTML][HTML] Impact of extruded mortar joints on the hygrothermal performance of brick veneer walls: a probabilistic study
Mortar extrusion during bricklaying, resulting from suboptimal workmanship, may act as a
bridge linking clay brick masonry claddings and adjacent layers (eg, insulation or weather …
bridge linking clay brick masonry claddings and adjacent layers (eg, insulation or weather …
Robustness of building energy optimization with uncertainties using deterministic and stochastic methods: Analysis of two forms
Building performance optimization is effective in searching for optimal design solutions, but
its result may be unrobust with uncertainties in input parameters, especially for form design …
its result may be unrobust with uncertainties in input parameters, especially for form design …
EASI RBD-FAST: An efficient method of global sensitivity analysis for present and future challenges in building performance simulation
In the field of building performance simulation, there is a growing interest for the use of
sensitivity analysis (SA) and uncertainty analyses (UA), that enable to estimate the …
sensitivity analysis (SA) and uncertainty analyses (UA), that enable to estimate the …