Research on particle collision forward search algorithm and CFD–DEM variable time step coupling calculation method

In CFD–DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency will decrease if the particle calculation time step is too small. In this study, first, the displacement of the center particle and the fastest...

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Published inActa mechanica Vol. 233; no. 11; pp. 4919 - 4937
Main Authors Wang, Xuefei, Wang, Suling, Wang, Ming, Li, Xuemei, Sun, Dandan, Su, Chen
Format Journal Article
LanguageEnglish
Published Vienna Springer Vienna 01.11.2022
Springer
Springer Nature B.V
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ISSN0001-5970
1619-6937
DOI10.1007/s00707-022-03358-5

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Abstract In CFD–DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency will decrease if the particle calculation time step is too small. In this study, first, the displacement of the center particle and the fastest particle in the computational domain is added to construct a search sphere. Subsequently, the particles that may collide are screened to create a search list, and particle collisions are determined using a forward search method. Finally, an improved DEA method is proposed; the time step of particle calculation is automatically adjusted according to the collision time, which solves the contradiction between selecting particle calculation time step, accuracy, and efficiency. The relative error between the particle collision simulation results and the analytical solution obtained by this method is less than 3.00%. In this study, three selected calculation time steps can ensure excellent calculation accuracy and efficiency. In multi-particle and fluid coupling simulation analysis, when the calculation time step is 10 –5 s, the calculation efficiency is improved by 19.8%.
AbstractList In CFD–DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency will decrease if the particle calculation time step is too small. In this study, first, the displacement of the center particle and the fastest particle in the computational domain is added to construct a search sphere. Subsequently, the particles that may collide are screened to create a search list, and particle collisions are determined using a forward search method. Finally, an improved DEA method is proposed; the time step of particle calculation is automatically adjusted according to the collision time, which solves the contradiction between selecting particle calculation time step, accuracy, and efficiency. The relative error between the particle collision simulation results and the analytical solution obtained by this method is less than 3.00%. In this study, three selected calculation time steps can ensure excellent calculation accuracy and efficiency. In multi-particle and fluid coupling simulation analysis, when the calculation time step is 10 –5 s, the calculation efficiency is improved by 19.8%.
In CFD-DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency will decrease if the particle calculation time step is too small. In this study, first, the displacement of the center particle and the fastest particle in the computational domain is added to construct a search sphere. Subsequently, the particles that may collide are screened to create a search list, and particle collisions are determined using a forward search method. Finally, an improved DEA method is proposed; the time step of particle calculation is automatically adjusted according to the collision time, which solves the contradiction between selecting particle calculation time step, accuracy, and efficiency. The relative error between the particle collision simulation results and the analytical solution obtained by this method is less than 3.00%. In this study, three selected calculation time steps can ensure excellent calculation accuracy and efficiency. In multi-particle and fluid coupling simulation analysis, when the calculation time step is 10.sup.-5s, the calculation efficiency is improved by 19.8%.
In CFD–DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency will decrease if the particle calculation time step is too small. In this study, first, the displacement of the center particle and the fastest particle in the computational domain is added to construct a search sphere. Subsequently, the particles that may collide are screened to create a search list, and particle collisions are determined using a forward search method. Finally, an improved DEA method is proposed; the time step of particle calculation is automatically adjusted according to the collision time, which solves the contradiction between selecting particle calculation time step, accuracy, and efficiency. The relative error between the particle collision simulation results and the analytical solution obtained by this method is less than 3.00%. In this study, three selected calculation time steps can ensure excellent calculation accuracy and efficiency. In multi-particle and fluid coupling simulation analysis, when the calculation time step is 10–5s, the calculation efficiency is improved by 19.8%.
Audience Academic
Author Wang, Suling
Wang, Xuefei
Sun, Dandan
Su, Chen
Li, Xuemei
Wang, Ming
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Cites_doi 10.1016/j.ijmecsci.2020.105503
10.1109/38.376615
10.1016/j.cej.2013.09.082
10.1016/j.ijmultiphaseflow.2016.05.009
10.1016/j.apt.2018.03.032
10.1016/j.compgeo.2004.08.002
10.1016/0307-904X(84)90062-3
10.1017/S002211201000306X
10.1002/(SICI)1097-0207(19980915)43:1<131::AID-NME447>3.0.CO;2-S
10.1016/j.powtec.2015.08.019
10.1016/j.ces.2011.06.015
10.1016/j.compfluid.2015.01.018
10.1017/jfm.2021.1094
10.1504/PCFD.2012.047457
10.1016/j.ces.2007.06.028
10.1006/gmip.1998.0479
10.1016/j.ijimpeng.2006.07.007
10.1016/S1001-6058(14)60003-2
10.1016/j.petrol.2020.108023
10.1063/1.858707
10.1016/j.jcp.2019.01.017
10.3390/app10249095
10.1063/1.858379
10.1163/156855207781389519
10.1007/s100350050032
10.1016/j.powtec.2019.12.033
10.1016/S0965-9978(00)00101-0
10.1103/PhysRevFluids.6.024303
10.1016/j.ces.2008.08.006
10.1145/199404.199437
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References Pischke, Kneer, Schmidt (CR25) 2015; 113
Alobaid (CR7) 2015; 286
Habib, Badr, Ben-Mansour, Kabir (CR33) 2007; 34
Mazzei, Lettieri (CR39) 2007; 62
Banaei, Jegers, Van, Kuipers, Deen (CR29) 2018; 10
CR16
CR14
Lun, Siam, Mukosha (CR6) 2020; 378
CR34
Qiu, Yu (CR1) 2014; 26
Thomas (CR38) 1992; 4
Kloss, Goniva, Hager (CR5) 2012; 12
Baraff (CR15) 1995; 15
Chen, Liu, Zheng (CR24) 2004; 21
Yang, Luo, Fang, Zhang, Fan (CR28) 2014; 236
Hajisharifi, Marchioli, Soldati (CR3) 2022; 933
Loewenberg (CR35) 1993; 5
Lain, Ernst, Sommerfeld (CR2) 2020; 10
Hockney, Eastwood (CR12) 1981
Liu, Xiao, Ye, Liu (CR37) 2018; 29
Munjiza, Andrews (CR23) 1998; 43
Liu, Wang, Wang, Yao, Yang, Yue (CR41) 2021; 15
Zhou, Kuang, Chu (CR31) 2010; 661
Schinner (CR18) 1999; 2
Durst, Miloievic, Schnung (CR10) 1984; 8
Erfan, Nezami, Youssef, Hashash (CR19) 2004; 31
Wang, Teng, Liu (CR4) 2019; 384
Zhu, Zhou, Yang (CR9) 2007; 63
Li, Wei, Bo (CR32) 2016; 88
Hajisharifi, Marchioli, Soldati (CR8) 2021; 6
Sharma, Mallick, Mittal (CR27) 2019; 362
Yao, Xiao, Liu (CR11) 2020; 174
Liu, Lemos (CR20) 2001; 32
Lun (CR40) 2002
Wang, Huang, Wang (CR26) 2019; 53
Nezami, Youssef, Zhao, Ghaboussi (CR22) 2004; 31
Vemuri, Chen, Quoc, Zhang (CR17) 1998; 60
Yao, Xiao, Liu (CR30) 2021; 196
Eskin, Ratulowski, Akbarzadeh (CR36) 2011; 66
Allen, Tildesley (CR13) 1987
Mio, Shimosaka, Shirakawa, Hidaka (CR21) 2007; 18
A Schinner (3358_CR18) 1999; 2
JB Liu (3358_CR41) 2021; 15
3358_CR16
M Chen (3358_CR24) 2004; 21
Z Wang (3358_CR4) 2019; 384
RJ Liu (3358_CR37) 2018; 29
LM Yao (3358_CR30) 2021; 196
F Wang (3358_CR26) 2019; 53
D Eskin (3358_CR36) 2011; 66
A Hajisharifi (3358_CR3) 2022; 933
F Alobaid (3358_CR7) 2015; 286
RW Hockney (3358_CR12) 1981
LM Yao (3358_CR11) 2020; 174
M Loewenberg (3358_CR35) 1993; 5
K Sharma (3358_CR27) 2019; 362
G Erfan (3358_CR19) 2004; 31
L Qiu (3358_CR1) 2014; 26
PJ Thomas (3358_CR38) 1992; 4
Z Li (3358_CR32) 2016; 88
3358_CR14
A Munjiza (3358_CR23) 1998; 43
D Baraff (3358_CR15) 1995; 15
A Hajisharifi (3358_CR8) 2021; 6
3358_CR34
ZY Zhou (3358_CR31) 2010; 661
MA Habib (3358_CR33) 2007; 34
MP Allen (3358_CR13) 1987
XZ Lun (3358_CR40) 2002
S Yang (3358_CR28) 2014; 236
C Kloss (3358_CR5) 2012; 12
BC Vemuri (3358_CR17) 1998; 60
F Durst (3358_CR10) 1984; 8
PH Zhu (3358_CR9) 2007; 63
M Lun (3358_CR6) 2020; 378
X Liu (3358_CR20) 2001; 32
P Pischke (3358_CR25) 2015; 113
H Mio (3358_CR21) 2007; 18
S Lain (3358_CR2) 2020; 10
M Banaei (3358_CR29) 2018; 10
L Mazzei (3358_CR39) 2007; 62
EG Nezami (3358_CR22) 2004; 31
References_xml – year: 1987
  ident: CR13
  publication-title: Computer Simulation of Liquids
– volume: 378
  start-page: 85
  year: 2020
  end-page: 103
  ident: CR6
  article-title: Comparison of CFD-DEM and TFM approaches for the simulation of the small scale challenge problem 1
  publication-title: Powder Technol.
– volume: 174
  start-page: 105503
  year: 2020
  ident: CR11
  article-title: An optimized CFD-DEM method for fluid-particle coupling dynamics analysis
  publication-title: Int. J. Mech. Sci.
  doi: 10.1016/j.ijmecsci.2020.105503
– volume: 15
  start-page: 63
  year: 1995
  end-page: 75
  ident: CR15
  article-title: Interactive simulation of solid rigid bodies
  publication-title: IEEE Comput. Graph. appl.
  doi: 10.1109/38.376615
– volume: 236
  start-page: 158
  year: 2014
  end-page: 170
  ident: CR28
  article-title: Parallel CFD–DEM modeling of the hydrodynamics in a lab-scale double slot-rectangular spouted bed with a partition plate
  publication-title: Chem. Eng. J.
  doi: 10.1016/j.cej.2013.09.082
– volume: 88
  start-page: 11
  year: 2016
  end-page: 29
  ident: CR32
  article-title: Analysis of interphase forces and investigation of their effect on particle transverse motion in particle-laden channel turbulence
  publication-title: Int. J. Multiphase Flow.
  doi: 10.1016/j.ijmultiphaseflow.2016.05.009
– volume: 29
  start-page: 1655
  year: 2018
  end-page: 1663
  ident: CR37
  article-title: Analysis of particle rotation in fluidized bed by use of discrete particle model
  publication-title: Adv. Powder Technol.
  doi: 10.1016/j.apt.2018.03.032
– volume: 31
  start-page: 575
  year: 2004
  end-page: 587
  ident: CR19
  article-title: A fast contact detection algorithm for 3-D discrete element method—ScienceDirect
  publication-title: Comput. Geotech.
  doi: 10.1016/j.compgeo.2004.08.002
– volume: 8
  start-page: 101
  year: 1984
  end-page: 115
  ident: CR10
  article-title: Eulerian and Lagrangian predictions of particulate two-phase flows: a numerical study
  publication-title: Appl. Math. Model.
  doi: 10.1016/0307-904X(84)90062-3
– ident: CR14
– ident: CR16
– volume: 661
  start-page: 482
  year: 2010
  end-page: 510
  ident: CR31
  article-title: Discrete particle simulation of particle–fluid flow: model formulations and their applicability
  publication-title: J. Fluid Mech.
  doi: 10.1017/S002211201000306X
– volume: 53
  start-page: 1148
  year: 2019
  end-page: 1156
  ident: CR26
  article-title: Accurate collision detection fast algorithm for particle agglomeration process
  publication-title: J. Zhejiang Univ.
– volume: 43
  start-page: 131
  year: 1998
  end-page: 149
  ident: CR23
  article-title: NBS contact detection algorithm for bodies of similar size
  publication-title: Int. J. Numer. Methods Eng.
  doi: 10.1002/(SICI)1097-0207(19980915)43:1<131::AID-NME447>3.0.CO;2-S
– volume: 286
  start-page: 342
  year: 2015
  end-page: 360
  ident: CR7
  article-title: A particle–grid method for Euler–Lagrange approach
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2015.08.019
– volume: 66
  start-page: 4561
  year: 2011
  end-page: 4572
  ident: CR36
  article-title: Modeling of particle deposition in a vertical turbulent pipe flow at a reduced probability of particle sticking to the wall
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2011.06.015
– volume: 113
  start-page: 77
  year: 2015
  end-page: 86
  ident: CR25
  article-title: A comparative validation of concepts for collision algorithms for stochastic particle tracking
  publication-title: Comput. Fluids
  doi: 10.1016/j.compfluid.2015.01.018
– volume: 933
  start-page: 1094
  year: 2022
  ident: CR3
  article-title: Interface topology and evolution of particle patterns on deformable drops in turbulence
  publication-title: J. Fluid Mech.
  doi: 10.1017/jfm.2021.1094
– volume: 12
  start-page: 140
  year: 2012
  end-page: 152
  ident: CR5
  article-title: Models, algorithms and validation for opensource DEM and CFD-DEM
  publication-title: Prog. Comput. Fluid Dyn.
  doi: 10.1504/PCFD.2012.047457
– volume: 62
  start-page: 6129
  year: 2007
  end-page: 6142
  ident: CR39
  article-title: A drag force closure for uniformly-dispersed fluidized suspensions
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2007.06.028
– volume: 10
  start-page: 88
  year: 2018
  end-page: 99
  ident: CR29
  article-title: Tracking of particles using TFM in gas-solid fluidized beds
  publication-title: Adv. Powder Technol.
– volume: 60
  start-page: 403
  year: 1998
  end-page: 422
  ident: CR17
  article-title: Efficient and accurate collision detection for granular flow simulation
  publication-title: Graph. Mod. Image Proc.
  doi: 10.1006/gmip.1998.0479
– volume: 34
  start-page: 1350
  year: 2007
  end-page: 1369
  ident: CR33
  article-title: Erosion rate correlations of a pipe protruded in an abrupt pipe contraction
  publication-title: Int. J. Impact Eng.
  doi: 10.1016/j.ijimpeng.2006.07.007
– volume: 26
  start-page: 19
  year: 2014
  end-page: 25
  ident: CR1
  article-title: A hybrid DEM/CFD approach for solid-liquid flows
  publication-title: J. Hydrodyn.
  doi: 10.1016/S1001-6058(14)60003-2
– volume: 21
  start-page: 421
  year: 2004
  end-page: 426
  ident: CR24
  article-title: Direct simulation algorithm for particle collision
  publication-title: Comput. Phys.
– volume: 196
  start-page: 108023
  year: 2021
  ident: CR30
  article-title: A new multi-field coupled dynamic analysis method for fracturing pipes
  publication-title: J. Petrol. Sci. Eng.
  doi: 10.1016/j.petrol.2020.108023
– volume: 5
  start-page: 3004
  year: 1993
  end-page: 3006
  ident: CR35
  article-title: The unsteady Stokes resistance of arbitrarily oriented, finite-length cylinders
  publication-title: Phys. Fluids
  doi: 10.1063/1.858707
– volume: 384
  start-page: 151
  year: 2019
  end-page: 169
  ident: CR4
  article-title: A semi-resolved CFD-DEM approach for particulate flows with kernel based approximation and Hilbert curve based searching strategy
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2019.01.017
– ident: CR34
– volume: 10
  start-page: 9095
  year: 2020
  ident: CR2
  article-title: Study of colliding particle-pair velocity correlation in homogeneous isotropic turbulence
  publication-title: Appl. Sci.
  doi: 10.3390/app10249095
– year: 2002
  ident: CR40
  publication-title: Concise Course of Elasticity
– volume: 15
  start-page: 1569
  year: 2021
  end-page: 1585
  ident: CR41
  article-title: Research on propulsion algorithms of particle swarm collision search and cfd-dem coupling domain solving
  publication-title: Chin. J. Theor. Appl. Mech.
– volume: 4
  start-page: 2090
  year: 1992
  end-page: 2093
  ident: CR38
  article-title: On the influence of the Basset history force on the motion of a particle through a fluid
  publication-title: Phys. Fluids
  doi: 10.1063/1.858379
– volume: 31
  start-page: 575
  year: 2004
  end-page: 587
  ident: CR22
  article-title: A fast contact detection algorithm for 3-D discrete element method
  publication-title: Comput. Geotech.
  doi: 10.1016/j.compgeo.2004.08.002
– volume: 18
  start-page: 441
  year: 2007
  end-page: 453
  ident: CR21
  article-title: Cell optimization for fast contact detection in the discrete element method algorithm
  publication-title: Adv. Powder Technol.
  doi: 10.1163/156855207781389519
– volume: 2
  start-page: 35
  year: 1999
  end-page: 43
  ident: CR18
  article-title: Fast algorithms for the simulation of polygonal particles
  publication-title: Granul. Matter
  doi: 10.1007/s100350050032
– volume: 362
  start-page: 707
  year: 2019
  end-page: 716
  ident: CR27
  article-title: A study of energy loss due to particle to particle and wall collisions during fluidized dense-phase pneumatic transport
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2019.12.033
– year: 1981
  ident: CR12
  publication-title: Computer Simulation Using Particles
– volume: 32
  start-page: 409
  year: 2001
  end-page: 415
  ident: CR20
  article-title: Procedure for contact detection in discrete element analysis
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/S0965-9978(00)00101-0
– volume: 6
  start-page: 024303
  year: 2021
  ident: CR8
  article-title: Particle capture by drops in turbulent flow
  publication-title: Phys. Rev. Fluids
  doi: 10.1103/PhysRevFluids.6.024303
– volume: 63
  start-page: 5728
  year: 2007
  end-page: 5770
  ident: CR9
  article-title: Discrete particle simulation of particulate systems: theoretical developments
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2008.08.006
– volume: 236
  start-page: 158
  year: 2014
  ident: 3358_CR28
  publication-title: Chem. Eng. J.
  doi: 10.1016/j.cej.2013.09.082
– volume: 15
  start-page: 63
  year: 1995
  ident: 3358_CR15
  publication-title: IEEE Comput. Graph. appl.
  doi: 10.1109/38.376615
– volume: 286
  start-page: 342
  year: 2015
  ident: 3358_CR7
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2015.08.019
– ident: 3358_CR16
– volume: 88
  start-page: 11
  year: 2016
  ident: 3358_CR32
  publication-title: Int. J. Multiphase Flow.
  doi: 10.1016/j.ijmultiphaseflow.2016.05.009
– volume: 6
  start-page: 024303
  year: 2021
  ident: 3358_CR8
  publication-title: Phys. Rev. Fluids
  doi: 10.1103/PhysRevFluids.6.024303
– volume: 21
  start-page: 421
  year: 2004
  ident: 3358_CR24
  publication-title: Comput. Phys.
– volume: 31
  start-page: 575
  year: 2004
  ident: 3358_CR22
  publication-title: Comput. Geotech.
  doi: 10.1016/j.compgeo.2004.08.002
– volume-title: Computer Simulation of Liquids
  year: 1987
  ident: 3358_CR13
– volume: 378
  start-page: 85
  year: 2020
  ident: 3358_CR6
  publication-title: Powder Technol.
– volume: 66
  start-page: 4561
  year: 2011
  ident: 3358_CR36
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2011.06.015
– volume: 60
  start-page: 403
  year: 1998
  ident: 3358_CR17
  publication-title: Graph. Mod. Image Proc.
  doi: 10.1006/gmip.1998.0479
– volume-title: Concise Course of Elasticity
  year: 2002
  ident: 3358_CR40
– volume: 384
  start-page: 151
  year: 2019
  ident: 3358_CR4
  publication-title: J. Comput. Phys.
  doi: 10.1016/j.jcp.2019.01.017
– volume-title: Computer Simulation Using Particles
  year: 1981
  ident: 3358_CR12
– ident: 3358_CR14
  doi: 10.1145/199404.199437
– volume: 174
  start-page: 105503
  year: 2020
  ident: 3358_CR11
  publication-title: Int. J. Mech. Sci.
  doi: 10.1016/j.ijmecsci.2020.105503
– volume: 113
  start-page: 77
  year: 2015
  ident: 3358_CR25
  publication-title: Comput. Fluids
  doi: 10.1016/j.compfluid.2015.01.018
– volume: 4
  start-page: 2090
  year: 1992
  ident: 3358_CR38
  publication-title: Phys. Fluids
  doi: 10.1063/1.858379
– volume: 34
  start-page: 1350
  year: 2007
  ident: 3358_CR33
  publication-title: Int. J. Impact Eng.
  doi: 10.1016/j.ijimpeng.2006.07.007
– volume: 62
  start-page: 6129
  year: 2007
  ident: 3358_CR39
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2007.06.028
– ident: 3358_CR34
– volume: 362
  start-page: 707
  year: 2019
  ident: 3358_CR27
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2019.12.033
– volume: 26
  start-page: 19
  year: 2014
  ident: 3358_CR1
  publication-title: J. Hydrodyn.
  doi: 10.1016/S1001-6058(14)60003-2
– volume: 15
  start-page: 1569
  year: 2021
  ident: 3358_CR41
  publication-title: Chin. J. Theor. Appl. Mech.
– volume: 31
  start-page: 575
  year: 2004
  ident: 3358_CR19
  publication-title: Comput. Geotech.
  doi: 10.1016/j.compgeo.2004.08.002
– volume: 661
  start-page: 482
  year: 2010
  ident: 3358_CR31
  publication-title: J. Fluid Mech.
  doi: 10.1017/S002211201000306X
– volume: 12
  start-page: 140
  year: 2012
  ident: 3358_CR5
  publication-title: Prog. Comput. Fluid Dyn.
  doi: 10.1504/PCFD.2012.047457
– volume: 10
  start-page: 9095
  year: 2020
  ident: 3358_CR2
  publication-title: Appl. Sci.
  doi: 10.3390/app10249095
– volume: 18
  start-page: 441
  year: 2007
  ident: 3358_CR21
  publication-title: Adv. Powder Technol.
  doi: 10.1163/156855207781389519
– volume: 43
  start-page: 131
  year: 1998
  ident: 3358_CR23
  publication-title: Int. J. Numer. Methods Eng.
  doi: 10.1002/(SICI)1097-0207(19980915)43:1<131::AID-NME447>3.0.CO;2-S
– volume: 63
  start-page: 5728
  year: 2007
  ident: 3358_CR9
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2008.08.006
– volume: 2
  start-page: 35
  year: 1999
  ident: 3358_CR18
  publication-title: Granul. Matter
  doi: 10.1007/s100350050032
– volume: 933
  start-page: 1094
  year: 2022
  ident: 3358_CR3
  publication-title: J. Fluid Mech.
  doi: 10.1017/jfm.2021.1094
– volume: 29
  start-page: 1655
  year: 2018
  ident: 3358_CR37
  publication-title: Adv. Powder Technol.
  doi: 10.1016/j.apt.2018.03.032
– volume: 53
  start-page: 1148
  year: 2019
  ident: 3358_CR26
  publication-title: J. Zhejiang Univ.
– volume: 8
  start-page: 101
  year: 1984
  ident: 3358_CR10
  publication-title: Appl. Math. Model.
  doi: 10.1016/0307-904X(84)90062-3
– volume: 32
  start-page: 409
  year: 2001
  ident: 3358_CR20
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/S0965-9978(00)00101-0
– volume: 196
  start-page: 108023
  year: 2021
  ident: 3358_CR30
  publication-title: J. Petrol. Sci. Eng.
  doi: 10.1016/j.petrol.2020.108023
– volume: 10
  start-page: 88
  year: 2018
  ident: 3358_CR29
  publication-title: Adv. Powder Technol.
– volume: 5
  start-page: 3004
  year: 1993
  ident: 3358_CR35
  publication-title: Phys. Fluids
  doi: 10.1063/1.858707
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Snippet In CFD–DEM coupling calculation, the calculation accuracy will decrease if the particle calculation time step is too large, while the calculation efficiency...
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SubjectTerms Accuracy
Algorithms
Analysis
Classical and Continuum Physics
Collisions (Nuclear physics)
Computational efficiency
Computing time
Control
Coupling
Dynamical Systems
Efficiency
Engineering
Engineering Fluid Dynamics
Engineering Thermodynamics
Exact solutions
Heat and Mass Transfer
Mathematical analysis
Methods
Original Paper
Particle collisions
Search algorithms
Search methods
Solid Mechanics
Theoretical and Applied Mechanics
Vibration
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Title Research on particle collision forward search algorithm and CFD–DEM variable time step coupling calculation method
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