[HTML][HTML] Temperature measurement techniques for gas and liquid flows using thermographic phosphor tracer particles

C Abram, B Fond, F Beyrau - Progress in energy and combustion science, 2018 - Elsevier
Optical diagnostics for fluid temperature measurements continue to further our
understanding of flows involving heat transfer and/or chemical reactions, which are intrinsic …

Thermal barrier coated surface modifications for gas turbine film cooling: a review

VG Krishna Anand, KM Parammasivam - Journal of thermal analysis and …, 2021 - Springer
Gas turbines are widely used in the areas of air propulsion, electric power generation, ship
propulsion, external driving units, and other industrial applications. Efficient coating and …

Turbulent scalar flux in inclined jets in crossflow: counter gradient transport and deep learning modelling

PM Milani, J Ling, JK Eaton - Journal of Fluid Mechanics, 2021 - cambridge.org
A cylindrical and inclined jet in crossflow is studied under two distinct velocity ratios,, using
highly resolved large eddy simulations. First, an investigation of turbulent scalar mixing …

Experimental study of time-resolved simultaneous velocity and concentration fields of an inclined jet in crossflow

X Zhang, K Wang, X Wen, C He, Y Liu… - International Journal of …, 2022 - Elsevier
The time-resolved velocity and concentration fields of an inclined jet in crossflow (JICF) were
measured simultaneously using PIV (particle image velocimetry) and PLIF (planar laser …

A combined cooling structure consisting of serrated trench and V-shaped surface for film holes: Flow structure and effectiveness improvement

S Han, R Zhang, J Xing, N An, Y Song, T Huo… - International Journal of …, 2023 - Elsevier
Film cooling is a commonly used thermal protection technology for turbine airfoils. However,
due to the counter-rotating vortex pair (CVP) generated by the interaction between the …

A novel design for film-cooling: Cooling holes with inlet groove

JH Kim, C Kang - International Journal of Thermal Sciences, 2024 - Elsevier
A novel film-cooling configuration, wherein a groove is integrated into the inlet of a film-
cooling hole, is proposed herein, and its influences are investigated. 3D RANS simulations …

Acquisition of kHz-frequency two-dimensional surface temperature field using phosphor thermometry and proper orthogonal decomposition assisted long short-term …

T Cai, Z Deng, Y Park, S Mohammadshahi, Y Liu… - International Journal of …, 2021 - Elsevier
A reconstruction technique of kHz time-resolved two-dimensional (2D) surface temperature
field was achieved with the discrete point measurements and low sampling rate 2D …

Physical interpretation of machine learning models applied to film cooling flows

PM Milani, J Ling, JK Eaton - Journal of …, 2019 - asmedigitalcollection.asme.org
Current turbulent heat flux models fail to predict accurate temperature distributions in film
cooling flows. The present paper focuses on a machine learning (ML) approach to this …

Time-resolved temperature and velocity field measurements in gas turbine film cooling flows with mainstream turbulence

M Straußwald, C Abram, T Sander, F Beyrau… - Experiments in …, 2021 - Springer
Gas turbine film cooling strategies must provide adequate cooling performance under high
levels of mainstream turbulence. Detailed information about the structure, dynamics and …

Generalization of machine-learned turbulent heat flux models applied to film cooling flows

PM Milani, J Ling, JK Eaton - Journal of …, 2020 - asmedigitalcollection.asme.org
The design of film cooling systems relies heavily on Reynolds-averaged Navier–Stokes
(RANS) simulations, which solve for mean quantities and model all turbulent scales. Most …