[HTML][HTML] Computational approaches to explainable artificial intelligence: advances in theory, applications and trends
Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …
Large eddy simulation of the Cambridge/Sandia stratified flame with flamelet-generated manifolds: Effects of non-unity Lewis numbers and stretch
Abstract The Cambridge/Sandia turbulent stratified flame (SwB5) is simulated with the LES
and Flamelet-Generated Manifolds (FGM) combustion model. Three 3D FGM manifolds are …
and Flamelet-Generated Manifolds (FGM) combustion model. Three 3D FGM manifolds are …
[HTML][HTML] Application of a two-progress variable model for carbon monoxide emissions from turbulent premixed and partially premixed enclosed flames
A large eddy simulation study is undertaken with the objective of improving carbon
monoxide (CO) estimations compared to measurements of enclosed turbulent flames in …
monoxide (CO) estimations compared to measurements of enclosed turbulent flames in …
A new analytic pdf for simulations of premixed turbulent combustion
M Pfitzner - Flow, Turbulence and Combustion, 2021 - Springer
A new reaction rate source term ω _m (c) ω m (c) for modelling of premixed combustion with
a single progress variable c is proposed. ω _m (c) ω m (c) mimics closely the Arrhenius …
a single progress variable c is proposed. ω _m (c) ω m (c) mimics closely the Arrhenius …
Experimental investigation of unconfined turbulent premixed bluff-body stabilized flames operated with vapourised liquid fuels
The structure of turbulent unconfined bluff-body flames of vapourised liquid fuels was
investigated at conditions far from and close to blow-off with high-speed (5 kHz) OH-PLIF …
investigated at conditions far from and close to blow-off with high-speed (5 kHz) OH-PLIF …
[HTML][HTML] A-posteriori analysis of a data-driven filtered wrinkled flamelet model for thermodiffusively unstable premixed flames
State-of-the-art turbulent combustion models do not account for the effects of intrinsic flame
instabilities, which are known to have a non-negligible effect, under technically relevant …
instabilities, which are known to have a non-negligible effect, under technically relevant …
[HTML][HTML] Large eddy simulation of multi-regime combustion with a two-progress variable approach for carbon monoxide
Simulations of two cases in a novel multi-regime burner configuration are undertaken using
a presumed joint probability density function (PDF) approach with tabulated chemistry. The …
a presumed joint probability density function (PDF) approach with tabulated chemistry. The …
A hybrid BML-fractal approach for the mean reaction rate modelling of accidental gas explosions in partially confined obstructed geometries
TLS Quaresma, TD Ferreira, SSV Vianna - Process Safety and …, 2021 - Elsevier
We propose a new approach to model the mean reaction rate of premixed turbulent flames
when simulating accidental gas explosions with computational fluid dynamics (CFD). The …
when simulating accidental gas explosions with computational fluid dynamics (CFD). The …
Large-eddy simulation of Cambridge-Sandia stratified flames under high swirl
X Qian, C Zou, H Lu, H Yao - Combustion and Flame, 2022 - Elsevier
The simulation of turbulent stratified swirling flame has received much attention recently
owing to its importance for research on power generation and transportation devices. In this …
owing to its importance for research on power generation and transportation devices. In this …
A simple post-processing method to correct species predictions in artificially thickened turbulent flames
An efficient method for accurate species (such as CO) concentration predictions on
artificially thickened flames is proposed and demonstrated for the Cambridge swirled flame …
artificially thickened flames is proposed and demonstrated for the Cambridge swirled flame …