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 …

Effect of water injection on the knock, combustion, and emissions of a direct injection gasoline engine

A Li, Z Zheng, T Peng - Fuel, 2020 - Elsevier
A turbocharged downsizing spark ignition (SI) engine cooperating with in-cylinder direct
injection technology is one of the most effective ways to improve the fuel economy and to …

[HTML][HTML] IC engine in-cylinder cold-flow analysis–A critical review

A Jamil, MB Baharom, ARA Aziz - Alexandria Engineering Journal, 2021 - Elsevier
In the pursuit to improve thermal and fuel efficiencies of internal combustion engines,
various engine designs and configurations have been developed over recent years. Since …

Experimental and numerical study the effect of EGR strategies on in-cylinder flow, combustion and emissions characteristics in a heavy-duty higher CR lean-burn …

S Zhang, Y Li, S Wang, H Zeng, J Liu, X Duan, H Dong - Fuel, 2020 - Elsevier
In order to study the effects of exhaust gas recirculation (EGR) strategies on in-cylinder flow,
performance, combustion and emissions characteristics in a heavy-duty higher compression …

Characterization of the effect of intake air swirl motion on time-resolved in-cylinder flow field using quadruple proper orthogonal decomposition

H Zhuang, DLS Hung - Energy Conversion and Management, 2016 - Elsevier
The control of intake air swirl motion is often used in spark-ignition direct-injection (SIDI)
engine to improve its in-cylinder fuel–air mixing process especially under engine idle and …

Quantitative metrics for comparison of in-cylinder velocity fields using particle image velocimetry

C Willman, B Scott, R Stone, D Richardson - Experiments in Fluids, 2020 - Springer
The in-cylinder flow field plays a key role in determining the combustion performance of
internal combustion engines (ICEs) and it is critically important to validate numerical …

The effect of fuel-injection timing on in-cylinder flow and combustion performance in a spark-ignition direct-injection (SIDI) engine using particle image velocimetry …

LG Clark, S Kook, QN Chan, E Hawkes - Flow, Turbulence and …, 2018 - Springer
This study applies particle image velocimetry (PIV) to an optical spark-ignition direct-
injection engine in order to investigate the effects of fuel-injection on in-cylinder flow. Five …

Three-dimensional three-component air flow visualization in a steady-state engine flow bench using a plenoptic camera

H Chen, V Sick - SAE International Journal of Engines, 2017 - JSTOR
Plenoptic particle tracking velocimetry (PTV) shows great potential for three-dimensional,
three-component (3D3C) flow measurement with a simple single-camera setup. It is …

A coupled phase-invariant POD and DMD analysis for the characterization of in-cylinder cycle-to-cycle flow variations under different swirl conditions

M Liu, F Zhao, DLS Hung - Flow, Turbulence and Combustion, 2023 - Springer
The cycle-to-cycle variations (CCV) of in-cylinder flow make critical impact on internal
combustion engine performance. The flow structure evolution and its cyclic variations need …

Cycle-to-cycle analysis of swirl flow fields inside a spark-ignition direct-injection engine cylinder using high-speed time-resolved particle image velocimetry

Y Wang, DLS Hung, H Zhuang, M Xu - 2016 - sae.org
The cycle-to-cycle variations of in-cylinder flow field represent a significant challenge which
influence the stability, fuel economy, and emissions of engine performance. In this …