[HTML][HTML] Sensitivity analysis approaches in multi-criteria decision analysis: A systematic review
J Więckowski, W Sałabun - Applied Soft Computing, 2023 - Elsevier
In the field of Multi-Criteria Decision Analysis (MCDA), the deployment of sensitivity analysis
has become a fundamental approach to testing the robustness and reliability of the results …
has become a fundamental approach to testing the robustness and reliability of the results …
Surrogate modelling for sustainable building design–A review
P Westermann, R Evins - Energy and Buildings, 2019 - Elsevier
Statistical models can be used as surrogates of detailed simulation models. Their key
advantage is that they are evaluated at low computational cost which can remove …
advantage is that they are evaluated at low computational cost which can remove …
[HTML][HTML] Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II
HH Hosamo, MS Tingstveit, HK Nielsen… - Energy and …, 2022 - Elsevier
Detailed parametric analysis and measurements are required to reduce building energy
usage while maintaining acceptable thermal conditions. This research suggested a system …
usage while maintaining acceptable thermal conditions. This research suggested a system …
An overview of multi-criteria decision-making methods in dealing with sustainable energy development issues
I Siksnelyte, EK Zavadskas, D Streimikiene, D Sharma - Energies, 2018 - mdpi.com
The measurement of sustainability is actively used today as one of the main preventative
instruments in order to reduce the decline of the environment. Sustainable decision-making …
instruments in order to reduce the decline of the environment. Sustainable decision-making …
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 …
A comparison of six metamodeling techniques applied to building performance simulations
T Østergård, RL Jensen, SE Maagaard - Applied Energy, 2018 - Elsevier
Building performance simulations (BPS) are used to test different designs and systems with
the intention of reducing building costs and energy demand while ensuring a comfortable …
the intention of reducing building costs and energy demand while ensuring a comfortable …
Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review
In most of the countries, buildings are often one of the major energy consumers, leading to
the necessity of achieving sustainable building designs, and to the mandatory use of …
the necessity of achieving sustainable building designs, and to the mandatory use of …
Identifying relative importance of solar design determinants on office building façade for cooling loads and thermal comfort in hot-humid climates
Solar radiation makes great influence on cooling load and occupants' well-being in hot and
humid climate zone. Particularly, occupants suffered different extent of solar radiation owing …
humid climate zone. Particularly, occupants suffered different extent of solar radiation owing …
A metamodel for building information modeling-building energy modeling integration in early design stage
MK Bracht, AP Melo, R Lamberts - Automation in Construction, 2021 - Elsevier
Full interoperability between BIM and energy simulation tools has not yet been achieved.
Performance prediction metamodels can help to overcome this issue and serve as an …
Performance prediction metamodels can help to overcome this issue and serve as an …
[HTML][HTML] Identification of typical district configurations: A two-step global sensitivity analysis framework
The recent geopolitical conflicts in Europe have underscored the vulnerability of the current
energy system to the volatility of energy carrier prices. In the prospect of defining robust …
energy system to the volatility of energy carrier prices. In the prospect of defining robust …