In this work, we propose a novel data-driven approach for detailed kinetic mechanisms optimization. The approach is founded on a curve matching-based objective function and …
L Lei, MP Burke - Combustion and Flame, 2020 - Elsevier
Rate constants for the title reaction for different bath gas species, M, are essential to accurate combustion predictions. Most experimental studies of the title reaction assume the …
H Wang, C Sun, O Haidn, A Aliya, C Manfletti… - Fuel, 2023 - Elsevier
In this work, we propose a novel data-driven framework for detailed kinetic mechanisms optimization applying the heuristic algorithm, namely canonic Particle Swarm Optimization …
SK Goitom, M Papp, M Kovács, T Nagy… - … Theory and Modelling, 2022 - Taylor & Francis
Optimisation of detailed combustion mechanisms means that the corresponding kinetic model is fitted to experimental data via optimising their important rate and thermodynamic …
A revision and upgrade of the ethylene (C 2 H 4) oxidation kinetic sub-mechanism were carried as a next step in the optimization of the C< 3 chemistry, which is a base for the …
H Wang, N Slavinskaya, O Haidn - Fuel, 2022 - Elsevier
A 19-reactions H 2 oxidation chemical kinetic model has been optimized with uncertainty quantification. The uncertainties of the reaction rate constant (RRC) parameters have been …
The uncertainties of chemical kinetic model parameters induce uncertainties in model predictions. Automatic optimization and uncertainty minimization techniques have been …
In this work, the role of H 2 O and CO 2 as diluents is investigated, in operating conditions relevant to MILD combustion of hydrogen. Through virtual species analysis, the role of third …
As the foundation for detailed hierarchical combustion chemistry models, the accuracy of the hydrogen oxidation mechanism is paramount to achieve truly predictive models. The recent …