Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
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 …

High speed imaging in fundamental and applied combustion research

V Sick - Proceedings of the Combustion Institute, 2013 - Elsevier
This overview presents examples of applications of high frame rate imaging diagnostics in
fundamental and applied combustion research. Progress in the performance of high frame …

Megahertz-rate OH planar laser-induced fluorescence imaging in a rotating detonation combustor

PS Hsu, MN Slipchenko, N Jiang, CA Fugger… - Optics letters, 2020 - opg.optica.org
Megahertz-rate hydroxyl radical planar laser-induced fluorescence (OH-PLIF) was
demonstrated in a hydrogen/air rotating detonation combustor for the first time, to the best of …

[HTML][HTML] Advances in burst-mode laser diagnostics for reacting and nonreacting flows

MN Slipchenko, TR Meyer, S Roy - Proceedings of the Combustion Institute, 2021 - Elsevier
High-energy burst-mode lasers have enabled the development of kHz–MHz rate, multi-
dimensional diagnostics for characterizing highly dynamic and transient phenomena in …

Review of ultra-high repetition rate laser diagnostics for fluid dynamic measurements

B Thurow, N Jiang, W Lempert - Measurement Science and …, 2012 - iopscience.iop.org
Recent advances in ultra-high repetition rate (100 kHz and above) laser diagnostics for fluid
dynamic measurements are reviewed. The development of the pulse burst laser system …

MHz-rate nitric oxide planar laser-induced fluorescence imaging in a Mach 10 hypersonic wind tunnel

N Jiang, M Webster, WR Lempert, JD Miller… - Applied Optics, 2011 - opg.optica.org
Nitric oxide planar laser-induced fluorescence (NO PLIF) imaging at repetition rates as high
as 1MHz is demonstrated in the NASA Langley 31 in. Mach 10 hypersonic wind tunnel …

Quasi-continuous burst-mode laser for high-speed planar imaging

MN Slipchenko, JD Miller, S Roy, JR Gord… - Optics Letters, 2012 - opg.optica.org
The pulse-burst duration of a compact burst-mode Nd: YAG laser is extended by one order
of magnitude compared to previous flashlamp-pumped designs by incorporating a fiber …

kHz-rate four-dimensional fluorescence tomography using an ultraviolet-tunable narrowband burst-mode optical parametric oscillator

BR Halls, PS Hsu, N Jiang, ES Legge, JJ Felver… - Optica, 2017 - opg.optica.org
Recent work on four-dimensional (4D) tomographic imaging of reacting and non-reacting
flows has utilized fluorescence, incandescence, or scattering from flow tracers, particulates …

4D spatiotemporal evolution of combustion intermediates in turbulent flames using burst-mode volumetric laser-induced fluorescence

BR Halls, N Jiang, TR Meyer, S Roy, MN Slipchenko… - Optics letters, 2017 - opg.optica.org
High-speed (20 kHz rate), volumetric laser-induced-fluorescence imaging of combustion
intermediates such as a formaldehyde (CH_2O) and polycyclic aromatic hydrocarbon (PAH) …

Simultaneous imaging of fuel, OH, and three component velocity fields in high pressure, liquid fueled, swirl stabilized flames at 5 kHz

I Chterev, N Rock, H Ek, B Emerson, J Seitzman… - Combustion and …, 2017 - Elsevier
This paper describes implementation of simultaneous, high speed (5 kHz) stereo PIV, OH
and fuel-PLIF in a pressurized, liquid fueled, swirl stabilized flame. The experiments were …