On the accuracy of Eulerian-Lagrangian CFD simulations for spray evaporation in turbulent flow
Year: 2024
Type: article
Abstract: CFD simulation of droplet evaporation in turbulent flows is challenging as the accuracy and reliability of the results strongly depend on the available sub-models and their modeling parameters. This study presents a systematic sensitivity analysis focused on the impact of the most widely used discrete random walk (DRW) model, the constant time scale coefficient (C L ), the turbulence model, and the drag coefficient model. CFD simulations with the Eulerian-Lagrangian approach are employed. The analysis is based on grid-sensitivity analysis and validation with measurements of spray evaporation in a heated turbulent airflow. The results show that using the DRW model leads to a good agreement between the CFD results and the experimental data of droplet size and droplet mean velocity, attributed to the turbulent fluctuations inducing droplet dispersion. The best performance is observed for the standard k-ε turbulence model with C L = 0.30 and 0.45. This is mainly attributed to the reasonable interaction time between droplets and turbulent eddies at these C L values. The three drag coefficient models (i.e., Spherical, Ischii-Zuber, and Grace) lead to similar results due to the low droplet Reynolds number. • The impact of turbulence models and time scale coefficient is assessed. • The impact of the discrete random walk and drag coefficient models is investigated. • The evaluation is based on measured droplet size, velocity and mass flow rate. • The EL approach can accurately predict spray evaporation in turbulent flow.
Authors: Lili Xia, Hamid Montazeri, Bert Blocken
Language: English
Subfield: Ocean Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid
Estimated APC paid: $3,810
Funder: China Scholarship Council
OpenAlex ID: W4403905276