[图书][B] Basics and trends in sensitivity analysis: Theory and practice in R
In many fields, such as environmental risk assessment, agronomic system behavior,
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
Recent advances in uncertainty quantification in structural response characterization and system identification
Structural dynamics has numerous practical applications, such as structural analysis,
vibration control, energy harvesting, system identification, structural safety assessment, and …
vibration control, energy harvesting, system identification, structural safety assessment, and …
An efficient multi-fidelity Kriging surrogate model-based method for global sensitivity analysis
X Shang, L Su, H Fang, B Zeng, Z Zhang - Reliability Engineering & System …, 2023 - Elsevier
Global sensitivity analysis (GSA), particularly for Sobol index, is a powerful tool to quantify
the variation of model response sourced from the uncertainty of input variables over the …
the variation of model response sourced from the uncertainty of input variables over the …
A comparison between Sobol's indices and Shapley's effect for global sensitivity analysis of systems with independent input variables
B Vuillod, M Montemurro, E Panettieri… - Reliability Engineering & …, 2023 - Elsevier
The model-based system engineering approach consists of assembling subsystems
together to model a complete system. In this context, some functional blocks can have a …
together to model a complete system. In this context, some functional blocks can have a …
[HTML][HTML] Polynomial chaos expansion for sensitivity analysis of model output with dependent inputs
In this paper, we discuss the sensitivity analysis of model response when the uncertain
model inputs are not independent of one other. In this case, two different kinds of sensitivity …
model inputs are not independent of one other. In this case, two different kinds of sensitivity …
[HTML][HTML] On the design of an optimal flexible bus dispatching system with modular bus units: Using the three-dimensional macroscopic fundamental diagram
This study proposes a novel flexible bus dispatching system in which a fleet of fully
automated modular bus units, together with conventional buses, serves the passenger …
automated modular bus units, together with conventional buses, serves the passenger …
Multi‐objective optimization of annual electricity consumption and annual electricity production of a residential building using photovoltaic shadings
M Baghoolizadeh, AA Nadooshan… - … Journal of Energy …, 2022 - Wiley Online Library
Shading is one of the cases that has effectivity on the household energy consumption.
Shadings can be used either in horizontal or vertical form adjacent to the building's window …
Shadings can be used either in horizontal or vertical form adjacent to the building's window …
Identifying key parameters through a sensitivity analysis for realistic hygrothermal simulations at wall level supported by monitored data
The reliability of hygrothermal simulations of building components is key for designing
energy efficiency measures, assessing living comfort, and preventing building damage. The …
energy efficiency measures, assessing living comfort, and preventing building damage. The …
[HTML][HTML] A multi-objective optimization of a building's total heating and cooling loads and total costs in various climatic situations using response surface methodology
M Baghoolizadeh, R Rostamzadeh-Renani… - Energy Reports, 2021 - Elsevier
Excessive rise in energy consumption has been one of the major predicaments of recent
decades. Among all the sectors, residential buildings are one of the main consumers of …
decades. Among all the sectors, residential buildings are one of the main consumers of …
Heterogeneity aware urban traffic control in a connected vehicle environment: A joint framework for congestion pricing and perimeter control
Real-time control of large-scale urban networks has been attracting significant research
attention. This paper, using the information provided by connected vehicles, proposes a …
attention. This paper, using the information provided by connected vehicles, proposes a …