Enhancing the physical modeling capability of open-source MFIX-DEM software for handling particle size polydispersity: Implementation and validation

被引:12
|
作者
Chen, Shaohua [1 ]
Adepu, Manogna [1 ]
Emady, Heather [1 ]
Jiao, Yang [1 ]
Gel, Aytekin [2 ]
机构
[1] Arizona State Univ, Sch Engn Matter Transport & Energy, Tempe, AZ 85287 USA
[2] Arizona State Univ, Decis Syst Engn, Informat, Sch Comp, Tempe, AZ 85287 USA
基金
美国国家科学基金会;
关键词
Granular flow; Polydisperse particles; Discharge hopper; Open-source modeling and simulation; Discrete element method (DEM); MFIX-DEM; COMPUTATIONAL FLUID-DYNAMICS; DISCRETE ELEMENT; CFD-DEM; UNCERTAINTY QUANTIFICATION; FLOWS; SIMULATIONS; BED; SEGREGATION; CHALLENGES; ERUPTION;
D O I
10.1016/j.powtec.2017.04.055
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Multiphase flows are ubiquitous in many industrial processes. The inherent coupling of different phases poses many unique challenges in predicting and effectively controlling these processes. Hence, computational modeling and simulation offers a viable approach to overcome these challenges. In this study, we present recent development efforts for enhancing the physical modeling capabilities of an open-source computational modeling tool for real life industrial multiphase processes by enabling particle-size polydispersity and demonstrating with an associated validation study. The proposed implementation was performed in MFIX open-source framework due to its unique feature of tightly integrated computational fluid dynamics and discrete element method solvers for simulating coupled continuum fluid and granular flows. We have implemented the polydispersity feature in a minimally invasive way and provided means to allow easy specification of an arbitrary particle size distribution function, which also enables the user to easily handle an arbitrary number of solid phases, each possessing a distinct arbitrary particle-size distribution. To establish the credibility of improvements, we have carried out a preliminary verification and validation (V&V) study for the polydispersity feature by employing a hopper bin discharge problem, which is frequently encountered in industrial applications. Specifically, two types of micro-glass beads with distinct size distributions are used to fill the hopper in two possible packing arrangements, i.e., well-mixed and layered configurations, with varying mass (particle number) ratios. The experimentally obtained discharge dynamics (e.g., normalized discharge mass fraction for one of the phases versus the overall discharge mass fraction) for different systems is found to be in excellent agreement with the corresponding simulation results. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:117 / 125
页数:9
相关论文
共 11 条
  • [1] Open-source MFIX-DEM software for gas-solids flows: Part II - Validation studies
    Li, Tingwen
    Garg, Rahul
    Galvin, Janine
    Pannala, Sreekanth
    POWDER TECHNOLOGY, 2012, 220 : 138 - 150
  • [2] Open-source MFIX-DEM software for gas-solids flows: Part I-Verification studies
    Garg, Rahul
    Galvin, Janine
    Li, Tingwen
    Pannala, Sreekanth
    POWDER TECHNOLOGY, 2012, 220 : 122 - 137
  • [3] Enhancing the learning of differential equations: Implementation of open-source software at the Polytechnic School of Chimborazo
    Bonilla-Novillo, Sayuri Monserrath
    Moreno-Novillo, Cecibel
    Quinchuela-Paucar, Juan Carlos
    Albuja-Jacome, Javier Edmundo
    Santillan-Espinoza, Diego Ivan
    AMAZONIA INVESTIGA, 2024, 13 (80): : 33 - 42
  • [4] Performance enhancement and validation of the open-source software for modeling of ship infrared signatures (OSMOSIS)
    Lapierre, Fabian D.
    Acheroy, Marc
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2010, 234 (07) : 2342 - 2349
  • [5] Validation of the applicability of the particle-based open-source software DualSPHysics to violent flow fields
    Sato, Kenta
    Kawasaki, Koji
    Watanabe, Ken
    Koshimura, Shunichi
    COASTAL ENGINEERING JOURNAL, 2021, 63 (04) : 545 - 572
  • [6] Mission-critical open-source software adoption model validation using Partial Least Square - Structural Equation Modeling
    Laila, Umm-e
    Ahmed, Najeed
    Arfeen, Asad
    Ali, Agha Yasir
    Khurram, Mohammad
    Khan, Muzammil Ahmed
    JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, 2023, 35 (02)
  • [7] Phase-field cohesive zone modeling of multi-physical fracture in solids and the open-source implementation in COMSOL MULTIPHYSICS
    Chen, Wan-Xin
    Wu, Jian-Ying
    THEORETICAL AND APPLIED FRACTURE MECHANICS, 2022, 117
  • [8] A Simple and Efficient Structural Topology Optimization Implementation Using Open-Source Software for All Steps of the Algorithm: Modeling, Sensitivity Analysis and Optimization
    Ferro, Rafael Marin
    Pavanello, Renato
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 136 (02): : 1371 - 1397
  • [9] Open-Source Software Implementation and Validation of the Split-Window Method for Automated Land Surface Temperature Retrieval from Landsat 8 Data
    Kazakov, E. E.
    Borisova, Yu, I
    IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS, 2021, 57 (09) : 1171 - 1178
  • [10] Open-Source Software Implementation and Validation of the Split-Window Method for Automated Land Surface Temperature Retrieval from Landsat 8 Data
    E. E. Kazakov
    Yu. I. Borisova
    Izvestiya, Atmospheric and Oceanic Physics, 2021, 57 : 1171 - 1178