Numerical simulation of the mixing behaviour of hot and cold fluids in the rectangular T-junction with/without an impeller

K Huang, B Su, T Li, H Ke, M Lin, Q Wang - Applied thermal engineering, 2022 - Elsevier
Thermal stratification is the main reason for thermal fatigue failure in the rectangular T-
junction. An impeller is set in the mixing zone in the rectangular T-junction to improve the …

Random forest regression-based machine learning model for accurate estimation of fluid flow in curved pipes

P Jain, A Choudhury, P Dutta, K Kalita, P Barsocchi - Processes, 2021 - mdpi.com
In industrial piping systems, turbomachinery, heat exchangers etc., pipe bends are essential
components. Computational fluid dynamics (CFD), which is frequently used to analyse the …

A review of embedded large eddy simulation for internal flows

J Holgate, A Skillen, T Craft, A Revell - Archives of Computational Methods …, 2019 - Springer
When scale-resolving simulation approaches are employed for the simulation of turbulent
flow, computational cost can often be prohibitive. This is particularly true for internal wall …

Eddy-resolving Reynolds-stress modelling of thermal mixing in cross-stream type T-junction configurations

I Joksimović, S Jakirlić - Applied Thermal Engineering, 2023 - Elsevier
The present work is concerned with the numerical simulation study of turbulent thermal
mixing involving hot main and cold branch streams at high Reynolds numbers in two T …

Direct numerical simulation of a turbulent 90 bend pipe flow

Z Wang, R Örlü, P Schlatter, YM Chung - … Journal of Heat and Fluid Flow, 2018 - Elsevier
Direct numerical simulation (DNS) has been performed for a spatially developing 90° bend
pipe flow to investigate the unsteady flow motions downstream of the bend. A recycling …

Secondary flow and thermal field dynamics in a T-junction with an upstream elbow: A POD-aided, eddy-sensitized Reynolds-stress modeling study

I Joksimović, T Čorbo, J Hussong, S Jakirlić - International Journal of Heat …, 2023 - Elsevier
The thermal mixing of the flow-crossing streams in a T-shaped pipe junction configuration
with the main branch inflow forming an elbow is presently simulated by applying a RANS …

A hybrid reduced order method for modelling turbulent heat transfer problems

S Georgaka, G Stabile, K Star, G Rozza, MJ Bluck - Computers & Fluids, 2020 - Elsevier
A parametric, hybrid reduced order method based on the Proper Orthogonal Decomposition
with both Galerkin projection and interpolation based on Radial Basis Functions method is …

LES-based vortical flow characterization in a 90-turned pipe bend

S Wegt, R Maduta, J Kissing, J Hussong, S Jakirlić - Computers & Fluids, 2022 - Elsevier
The present work is concerned with the characterization of the vortical flow topology within a
90°-pipe bend by means of a well-resolved, highly comprehensive Large-Eddy Simulation …

Numerical study of thermal mixing mechanisms in T-junctions

C Evrim, E Laurien - Applied Thermal Engineering, 2021 - Elsevier
This paper presents wall-resolved Large-Eddy Simulations (LES) of thermal mixing
mechanisms both in horizontal and vertical T-junctions. The mass flow rate ratio (m ̇ m/m ̇ …

PSO-tuned support vector machine metamodels for assessment of turbulent flows in pipe bends

G Narayanan, M Joshi, P Dutta, K Kalita - Engineering Computations, 2020 - emerald.com
Purpose Computational fluid dynamics (CFD) technique is the most commonly used
numerical approach to simulate fluid flow behaviour. Owing to its computationally, cost …