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Applications of machine learning to the analysis of engine in-cylinder flow and thermal process: A review and outlook
F Zhao, DLS Hung - Applied Thermal Engineering, 2023 - Elsevier
To adequately elucidate the complex in-cylinder flow structures and its underlying effects on
the thermal processes inside an internal combustion engine (ICE) has long been a daunting …
the thermal processes inside an internal combustion engine (ICE) has long been a daunting …
Past and current components-based detailing of particle image velocimetry: A comprehensive review
Particle image velocimetry has been widely used in various sectors from the automotive to
aviation, research, and development, energy, medical, turbines, reactors, electronics …
aviation, research, and development, energy, medical, turbines, reactors, electronics …
Online in situ prediction of 3-D flame evolution from its history 2-D projections via deep learning
Online in situ prediction of 3-D flame evolution has been long desired and is considered to
be the Holy Grail for the combustion community. Recent advances in computational power …
be the Holy Grail for the combustion community. Recent advances in computational power …
On the validation of LES applied to internal combustion engine flows: part 1: comprehensive experimental database
Improved understanding of in-cylinder flows requires knowledge from well-resolved
experimental velocimetry measurements and flow simulation modeling. Engine simulations …
experimental velocimetry measurements and flow simulation modeling. Engine simulations …
Limited-projection volumetric tomography for time-resolved turbulent combustion diagnostics via deep learning
Time-resolved volumetric tomography (VT) has been applied extensively for turbulent
flow/combustion diagnostics, due to its great capacity in reconstructing three dimensional …
flow/combustion diagnostics, due to its great capacity in reconstructing three dimensional …
Knock: a century of research
DJ Corrigan, S Fontanesi - SAE International Journal of Engines, 2021 - iris.unimore.it
Knock is one of the main limitations on increasing spark-ignition (SI) engine efficiency. This
has been known for at least 100 years, and it is still the case today. Knock occurs when …
has been known for at least 100 years, and it is still the case today. Knock occurs when …
Time-sequenced flow field prediction in an optical spark-ignition direct-injection engine using bidirectional recurrent neural network (bi-RNN) with long short-term …
To further improve the energy conversion efficiency of internal combustion engine, the
transient and complex air flow movement inside the cylinder needs to be better understood …
transient and complex air flow movement inside the cylinder needs to be better understood …
Experimental investigation of internal air flow during slow piston compression into isothermal compressed air energy storage
T Neu, A Subrenat - Journal of Energy Storage, 2021 - Elsevier
Compressed air could be a solution for the future mass storage of renewable energies. The
isothermal compression and expansion of air by liquid piston is a solution that offers good …
isothermal compression and expansion of air by liquid piston is a solution that offers good …
High-speed tomographic PIV and OH PLIF measurements in turbulent reactive flows
High-speed tomographic particle image velocimetry (TPIV) is demonstrated in turbulent
reactive flows at acquisition rates ranging from 10 to 16 kHz. The 10-kHz TPIV …
reactive flows at acquisition rates ranging from 10 to 16 kHz. The 10-kHz TPIV …
Influence of three-dimensional in-cylinder flows on cycle-to-cycle variations in a fired stratified DISI engine measured by time-resolved dual-plane PIV
J Bode, J Schorr, C Krüger, A Dreizler… - Proceedings of the …, 2017 - Elsevier
The objective of this study is an improved understanding of the three-dimensional in-cylinder
flow and its influence on cycle-to-cycle variations in a fired, direct-injection, spray-guided …
flow and its influence on cycle-to-cycle variations in a fired, direct-injection, spray-guided …