[HTML][HTML] Improving aircraft performance using machine learning: A review
This review covers the new developments in machine learning (ML) that are impacting the
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …
[HTML][HTML] The reactor-based perspective on finite-rate chemistry in turbulent reacting flows: A review from traditional to low-emission combustion
In flames, turbulence can either limit or enhance combustion efficiency by means of strain
and mixing. The interactions between turbulent motions and chemistry are crucial to the …
and mixing. The interactions between turbulent motions and chemistry are crucial to the …
MILD combustion and biofuels: A minireview
Even in the presence of the formidable growth of renewable energy sources, advanced
combustion processes have and will continue to have an irreplaceable role as a driving …
combustion processes have and will continue to have an irreplaceable role as a driving …
Model identification in reactor-based combustion closures using sparse symbolic regression
Abstract In Large Eddy Simulations (LES) of combustion, the accuracy of predictions might
be heavily affected by deficiencies in traditional/simplified closure models, especially when …
be heavily affected by deficiencies in traditional/simplified closure models, especially when …
The partially stirred reactor model for combustion closure in large eddy simulations: Physical principles, sub-models for the cell reacting fraction, and open challenges
For their ability to account for finite-rate chemistry, reactor-based models are well suited
Turbulence–Chemistry Interactions (TCI) Sub-Grid Scale (SGS) closures for Large Eddy …
Turbulence–Chemistry Interactions (TCI) Sub-Grid Scale (SGS) closures for Large Eddy …
Machine learning clustering algorithms for the automatic generation of chemical reactor networks from CFD simulations
Predicting the thermal and environmental performances of combustion systems can be
difficult and computationally expensive. Chemical Reactor Networks (CRN) represent an …
difficult and computationally expensive. Chemical Reactor Networks (CRN) represent an …
[HTML][HTML] Investigation of wet ammonia combustion characteristics using LES with finite-rate chemistry
The interest in climate action and building sustainable energy system, has highlighted
electricity derived fuels (eFuels) and has promoted studies considering ammonia as a eFuel …
electricity derived fuels (eFuels) and has promoted studies considering ammonia as a eFuel …
NO emission characteristics for the HTC and MILD combustion regimes with N2, N2/CO2 and CO2 diluents: effect of H2 addition to CH4
EE Fordoei, FA Boyaghchi - International Journal of Hydrogen Energy, 2023 - Elsevier
In this paper, the effect of H 2 addition to CH 4 on the NO emission of oxy-fuel, oxygen-
enriched, and air-fuel MILD combustion is studied by numerical and chemical calculations …
enriched, and air-fuel MILD combustion is studied by numerical and chemical calculations …
MILD combustion of low calorific value gases
The utilization of low calorific value gases (LCVG) in combustion devices presents particular
challenges in terms of ignition and sustained combustion stability due to the presence of non …
challenges in terms of ignition and sustained combustion stability due to the presence of non …
A new index for the comparative evaluation of combustion local low-dimensional manifolds
As data-intensive techniques proliferate across many scientific disciplines, new criteria for
more objective interpretation and a priori evaluation are required to reconcile data-driven …
more objective interpretation and a priori evaluation are required to reconcile data-driven …