An experimental platform for semi-autonomous kinetic model refinement combining optimal experimental design, computer-controlled experiments, and optimization …
Automated platforms could enable the unprecedented pace required for modeling the
countless proposed alternative fuels relevant to future technologies, but existing platforms …
countless proposed alternative fuels relevant to future technologies, but existing platforms …
OptEx: an integrated framework for experimental design and combustion kinetic model optimization
Computational fluid dynamics (CFD) simulation in the design of combustion devices
imposes increased demand on combustion kinetic models with acceptable uncertainties …
imposes increased demand on combustion kinetic models with acceptable uncertainties …
Using active subspace-based similarity analysis for design of combustion experiments
Experimental data under a wide range of conditions are essential for the optimization of
combustion kinetic models. However, some laboratory measurements under given …
combustion kinetic models. However, some laboratory measurements under given …
Clustering algorithm for experimental datasets using global sensitivity-based affinity propagation (GSAP)
To minimize the uncertainty of the parameters in combustion kinetics models, Bayesian
methods are commonly used for uncertainty constraints based on experimental data. With …
methods are commonly used for uncertainty constraints based on experimental data. With …
High-efficiency design of combustion kinetic experiments based on genetic algorithm
Experimental data is essential for the improvement of combustion kinetic models.
Experimental design based on model analysis results can screen optimal experimental …
Experimental design based on model analysis results can screen optimal experimental …
[HTML][HTML] Analysis of the performance of kinetic reaction mechanisms in estimating N2O mole fractions in 70/30 vol% NH3/H2 premixed flames
To address the environmental concerns associated with fossil fuels, this study explores
ammonia (NH 3) blended with hydrogen (H 2) as an alternative fuel. While offering reduced …
ammonia (NH 3) blended with hydrogen (H 2) as an alternative fuel. While offering reduced …
[HTML][HTML] Performance investigation of currently available reaction mechanisms in the estimation of NO measurements: a comparative study
Ammonia (NH3) has been receiving the attention of researchers as an alternative promising
green fuel to replace fossil sources for energy production. However, the high NOx emissions …
green fuel to replace fossil sources for energy production. However, the high NOx emissions …
Improving the Predictive Accuracy for Ketene in Diacetyl Laminar Premixed Flames: Experiment and Model Analysis
Ketene is an important species in core mechanisms for the combustion of hydrocarbon and
oxygenated fuels, but direct experiments with ketene are challenging to conduct due to its …
oxygenated fuels, but direct experiments with ketene are challenging to conduct due to its …
[图书][B] Progress Towards Automatic Chemical Kinetic Model Development
MC Barbet - 2023 - search.proquest.com
In an emerging energy landscape that increasingly discourages the use of traditional fossil
fuels, there remain applications for which the continued use of high energy density liquid …
fuels, there remain applications for which the continued use of high energy density liquid …
Bayesian Inference and Experimental Design of Combustion Kinetic Models
H Chen - 2024 - dspace.mit.edu
In combustion kinetic model calibration, researchers usually use experimental data to
reduce the uncertainty of kinetic parameters, and Bayesian inference is the most common …
reduce the uncertainty of kinetic parameters, and Bayesian inference is the most common …