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Coupling of multiscale lattice Boltzmann discrete-element method for reactive particle fluid flows
Marie-Luise Maier1,2, Ravi A Patel3,4, Nikolaos I Prasianakis5
1Institute for Mechanical Process Engineering and Mechanics, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany.
This study introduces a new model for reactive particle fluid flows, combining lattice Boltzmann and discrete-element methods. The validated two-way coupled model accurately simulates particle-fluid interactions and reactive transport, crucial for process engineering.
Area of Science:
- Process Engineering
- Computational Fluid Dynamics
- Environmental Engineering
Background:
- Reactive particulate systems are vital in process engineering, with applications like wastewater treatment.
- Optimizing conditions such as particle size and flow rates requires accurate modeling.
- Current models may not fully capture the complex interactions in these systems.
Purpose of the Study:
- To present a novel, generic modeling framework for reactive particle fluid flows.
- To develop an Euler-Lagrange scheme coupling fluid dynamics, reactive mass transport, and particle motion.
- To validate the model's accuracy and grid convergence for coupled simulations.
Main Methods:
- Combined lattice Boltzmann method (LBM) for fluid phase and reactive mass transport.
- Discrete-element method (DEM) for suspended particles.
- Volume-averaged Navier-Stokes and advection-diffusion-reaction equations solved via LBM.
Main Results:
- The model was validated against experimental data for single particle settling and multi-scale reactive transport benchmarks.
- Grid convergence was established for the coupled LBM-DEM model.
- Simulations demonstrated the necessity of two-way coupling compared to one-way simulations.
Conclusions:
- The developed Euler-Lagrange model provides a robust framework for simulating reactive particle fluid flows.
- The two-way coupled approach is essential for accurately capturing particle-fluid and reactive transport interactions.
- This model offers significant potential for optimizing industrial processes, such as phosphorus extraction from wastewater.
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