Combustion machine learning: Principles, progress and prospects
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …
[HTML][HTML] State-of-the-art in premixed combustion modeling using flamelet generated manifolds
Flamelet based chemical reduction techniques are very promising methods for efficient and
accurate modeling of premixed flames. Over the years the Flamelet Generated Manifold …
accurate modeling of premixed flames. Over the years the Flamelet Generated Manifold …
Small scales, many species and the manifold challenges of turbulent combustion
SB Pope - Proceedings of the Combustion Institute, 2013 - Elsevier
A major goal of combustion research is to develop accurate, tractable, predictive models for
the phenomena occurring in combustion devices, which predominantly involve turbulent …
the phenomena occurring in combustion devices, which predominantly involve turbulent …
Skeletal mechanism reduction through species-targeted sensitivity analysis
The use of simplifying techniques to obtain skeletal kinetic mechanisms with the required
accuracy is often a necessary step when computationally demanding simulations are …
accuracy is often a necessary step when computationally demanding simulations are …
Prediction of autoignition in a lifted methane/air flame using an unsteady flamelet/progress variable model
M Ihme, YC See - Combustion and Flame, 2010 - Elsevier
An unsteady flamelet/progress variable (UFPV) model has been developed for the
prediction of autoignition in turbulent lifted flames. The model is a consistent extension to the …
prediction of autoignition in turbulent lifted flames. The model is a consistent extension to the …
LES model for sooting turbulent nonpremixed flames
ME Mueller, H Pitsch - Combustion and Flame, 2012 - Elsevier
In this work, an integrated Large Eddy Simulation (LES) model is developed for sooting
turbulent nonpremixed flames and validated in a laboratory scale flame. The integrated …
turbulent nonpremixed flames and validated in a laboratory scale flame. The integrated …
Optimal artificial neural networks and tabulation methods for chemistry representation in LES of a bluff-body swirl-stabilized flame
Large-eddy simulations (LES) of the Sydney bluff-body swirl-stabilized methane–hydrogen
flame are performed, employing two chemistry representation methods, namely a …
flame are performed, employing two chemistry representation methods, namely a …
Effects of ambient pressure, gas temperature and combustion reaction on droplet evaporation
T Kitano, J Nishio, R Kurose, S Komori - Combustion and Flame, 2014 - Elsevier
The effects of ambient pressure, initial gas temperature and combustion reaction on the
evaporation of a single fuel droplet and multiple fuel droplets are investigated by means of …
evaporation of a single fuel droplet and multiple fuel droplets are investigated by means of …
Modeling heat loss effects in the large eddy simulation of a model gas turbine combustor with premixed flamelet generated manifolds
Large eddy simulation results are presented for a model gas turbine combustion chamber,
which is operated with a premixed and preheated methane/air mixture. The off-center …
which is operated with a premixed and preheated methane/air mixture. The off-center …
Emerging trends in numerical simulations of combustion systems
V Raman, M Hassanaly - Proceedings of the Combustion Institute, 2019 - Elsevier
Numerical simulations have played a vital role in the design of modern combustion systems.
Over the last two decades, the focus of research has been on the development of the large …
Over the last two decades, the focus of research has been on the development of the large …