Uncertainty and global sensitivity analysis for the optimal design of distributed energy systems

G Mavromatidis, K Orehounig, J Carmeliet - Applied Energy, 2018 - Elsevier
Sensitivity Analysis (SA) is complementary to UA and aims to … The most common SA method
is Local Sensitivity Analysis (… LSA are alleviated by using Global Sensitivity Analysis (GSA), …

[HTML][HTML] Global sensitivity analysis and optimal design of heat recovery ventilation for zero emission buildings

P Liu, MJ Alonso, HM Mathisen - Applied Energy, 2023 - Elsevier
… We use a global sensitivity analysis to quantify the contributions of various design input
parameters … More attention should be paid to these most influential parameters during the design

[PDF][PDF] Comparison of different global sensitivity analysis methods for aerospace vehicle optimal design

L Brevault, M Balesdent, N Bérend… - … Optimization, WCSMO …, 2013 - mae.ufl.edu
… of the most important variables relies on Sensitivity Analysis (SA). SA is the … global (on the
entire input factor domain of variation). In RBDO context, the use of global sensitivity analysis

Quantitative optimal experimental design using global sensitivity analysis via quasi-linearization

Y Chu, J Hahn - Industrial & Engineering Chemistry Research, 2010 - ACS Publications
design. The methodology makes use of quasi-linearization and the global sensitivity matrix
returned is the design … been developed for quantitative optimal design of linear models can …

Optimal design and global sensitivity analysis of biomass supply chain networks for biofuels under uncertainty

J Kim, MJ Realff, JH Lee - Computers & Chemical Engineering, 2011 - Elsevier
… This paper presents a model for the optimal design of biomass supply chain networks under
uncertainty. The uncertainties manifest themselves as a large number of stochastic model …

[HTML][HTML] Optimal design of truss structures using a new optimization algorithm based on global sensitivity analysis

A Kaveh, VR Mahdavi - Structural Engineering and Mechanics, 2016 - koreascience.kr
Global sensitivity analysis (GSA) has been widely used to investigate the sensitivity of the …
In this paper a new single-solution search optimization algorithm is developed based on the …

Optimal design and global sensitivity analysis of a 100% renewable energy sources based smart energy network for electrified and hydrogen cities

C You, J Kim - Energy Conversion and Management, 2020 - Elsevier
… The global sensitivity analysis study provides comprehensive solutions for the design
and operation of two smart energy systems in different locations and types of city. …

[PDF][PDF] Optimization design method of non-linear complex system based on global sensitivity analysis and dynamic metamodel

张扬, 张维刚, 马桃, 唐婷 - Journal of Mechanical Engineering, 2015 - qikan.cmes.org
… involves huge computer, and the optimal solution in theory is also … the global sensitivity
analysis with dynamic metamodel. By using the variance-based Sobol global sensitivity analysis

Analytical global sensitivity analysis and uncertainty propagation for robust design

W Chen, R Jin, A Sudjianto - Journal of quality technology, 2006 - Taylor & Francis
… of analytical methods, such as those for global sensitivity analysis (GSA) and uncertainty
propagation (UP) to facilitate a robustdesign process. In this work, generalized analytical …

Design optimization of shell and tube heat exchangers using global sensitivity analysis and harmony search algorithm

M Fesanghary, E Damangir, I Soleimani - Applied Thermal Engineering, 2009 - Elsevier
This study explores the use of global sensitivity analysis (GSA) and harmony search
algorithm (HSA) for design optimization of shell and tube heat exchangers (STHXs) from the …