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Influence of grid resolution, parcel size and drag models on bubbling fluidized bed simulation

Journal Article · · Chemical Engineering Journal
 [1];  [2];  [1]
  1. National Energy Technology Lab. (NETL), Morgantown, WV (United States)
  2. National Energy Technology Lab. (NETL), Morgantown, WV (United States); West Virginia Univ., Morgantown, WV (United States). Research Corporation
Here in this paper, a bubbling fluidized bed is simulated with different numerical parameters, such as grid resolution and parcel size. We examined also the effect of using two homogeneous drag correlations and a heterogeneous drag based on the energy minimization method. A fast and reliable bubble detection algorithm was developed based on the connected component labeling. The radial and axial solids volume fraction profiles are compared with experiment data and previous simulation results. These results show a significant influence of drag models on bubble size and voidage distributions and a much less dependence on numerical parameters. With a heterogeneous drag model that accounts for sub-scale structures, the void fraction in the bubbling fluidized bed can be well captured with coarse grid and large computation parcels. Refining the CFD grid and reducing the parcel size can improve the simulation results but with a large increase in computation cost.
Research Organization:
National Energy Technology Laboratory (NETL), Pittsburgh, PA, and Morgantown, WV (United States). In-house Research
Sponsoring Organization:
USDOE
OSTI ID:
1404697
Alternate ID(s):
OSTI ID: 1550291
Report Number(s):
NETL-PUB--21045; PII: S1385894717309531
Journal Information:
Chemical Engineering Journal, Journal Name: Chemical Engineering Journal Journal Issue: C Vol. 326; ISSN 1385-8947
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (41)

Drag force of intermediate Reynolds number flow past mono- and bidisperse arrays of spheres journal January 2007
Filtered two-fluid models for fluidized gas-particle suspensions journal January 2008
Validation of the similar particle assembly (SPA) model for the fluidization of Geldart's group A and D particles journal April 2011
Filtered two-fluid models of fluidized gas-particle flows: New constitutive relations journal May 2013
An efficient and reliable predictive method for fluidized bed simulation journal June 2017
Discrete particle simulation of two-dimensional fluidized bed journal October 1993
Physical mapping of fluidization regimes—the EMMS approach journal September 2002
Numerical simulation of the gas-solid flow in a fluidized bed by combining discrete particle method with computational fluid dynamics journal August 1997
DEM simulation of fluidized beds for gas-phase olefin polymerization journal December 1999
Linear-time connected-component labeling based on sequential local operations journal January 2003
CFD simulation of concurrent-up gas–solid flow in circulating fluidized beds with structure-dependent drag coefficient journal December 2003
Verification and validation of a coarse grain model of the DEM in a bubbling fluidized bed journal May 2014
Multiphase-flow Statistics using 3D Detection and Tracking Algorithm (MS3DATA): Methodology and application to large-scale fluidized beds journal June 2016
Experimental and computational study of gas–solid fluidized bed hydrodynamics journal December 2005
Simulation of gas–solid two-phase flow by a multi-scale CFD approach—of the EMMS model to the sub-grid level journal January 2007
Discrete particle simulation of particulate systems: Theoretical developments journal July 2007
Eulerian simulation of heterogeneous gas–solid flows in CFB risers: EMMS-based sub-grid scale model with a revised cluster description journal March 2008
Why the two-fluid model fails to predict the bed expansion characteristics of Geldart A particles in gas-fluidized beds: A tentative answer journal February 2009
Searching for a mesh-independent sub-grid model for CFD simulation of gas–solid riser flows journal August 2009
A bubble-based EMMS model for gas–solid bubbling fluidization journal November 2011
MP-PIC simulation of CFB riser with EMMS-based drag model journal September 2012
EMMS-based discrete particle method (EMMS–DPM) for simulation of gas–solid flows journal December 2014
CFD simulation of dense particulate reaction system: Approaches, recent advances and applications journal February 2016
Filtered model for the cold-model gas–solid flow in a large-scale MTO fluidized bed reactor journal April 2016
Computer virtual experiment on fluidized beds using a coarse-grained discrete particle method—EMMS-DPM journal November 2016
Fluid and particle coarsening of drag force for discrete-parcel approach journal November 2016
Extension of a coarse grained particle method to simulate heat transfer in fluidized beds journal August 2017
Applicability of a coarse-grained CFD–DEM model on dense medium cyclone journal May 2016
Quasi-real-time simulation of rotating drum using discrete element method with parallel GPU computing journal August 2011
DEM speedup: Stiffness effects on behavior of bulk material journal February 2014
Open-source MFIX-DEM software for gas–solids flows: Part I—Verification studies journal April 2012
Open-source MFIX-DEM software for gas-solids flows: Part II — Validation studies journal April 2012
Do we need sub-grid scale corrections for both continuum and discrete gas-particle flow models? journal April 2012
Numerical study of a fluid catalytic cracking regenerator hydrodynamics journal January 2017
Coarse-Grained-Particle Method for Simulation of Liquid–Solids Reacting Flows journal September 2016
Methanol to Olefins (MTO): From Fundamentals to Commercialization journal February 2015
Fluid Mechanical Description of Fluidized Beds. Equations of Motion journal November 1967
Estimation of Numerical Errors Related to Some Basic Assumptions in Discrete Particle Methods journal November 2010
On the Effect of Subgrid Drag Closures journal June 2010
What Don't We Know? journal July 2005
A discrete numerical model for granular assemblies journal March 1979

Cited By (2)

Method to estimate uncertainty associated with parcel size in coarse discrete particle simulation journal February 2018
Three-Dimensional Full-Loop Hydrodynamic Simulation of a Circulating Fluidized-Bed Gasifier: A Quantitative Assessment of Drag Models journal July 2019

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