2021
DOI: 10.1371/journal.pone.0253311
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Interaction and influence of a flow field and particleboard particles in an airflow forming machine with a coupled Euler-DPM model

Abstract: Particleboards are widely used in the artificial board market, which can be constructed from a variety of raw materials and require small amounts of energy to be produced. In the particleboard production process, forming machines play an important role as the key equipment for achieving continuous production. In recent years, airflow forming machines have received increasing attention in particleboard production lines because of their strong separation ability and low price. However, the internal flow field is… Show more

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Cited by 5 publications
(4 citation statements)
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References 20 publications
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“…A recent loss function was proposed, including structural loss, content loss, and regional loss. Structural loss was combined using SSIM and MS-SSIM measures [24,25]. Content loss is a similar feature extracted by VGG.…”
Section: Deep Learning Methodsmentioning
confidence: 99%
“…A recent loss function was proposed, including structural loss, content loss, and regional loss. Structural loss was combined using SSIM and MS-SSIM measures [24,25]. Content loss is a similar feature extracted by VGG.…”
Section: Deep Learning Methodsmentioning
confidence: 99%
“…The Lattice Boltzmann method (LBM), as a mesoscopic scale numerical simulation, has been a useful tool to study the interaction between the particle and the flow around it [ 76 , 77 , 78 ]. The physical meaning of this method is clear, and it is naturally appropriate for particle simulation and convenient for building up complex boundaries [ 79 , 80 ].…”
Section: Non-spherical Particle Passive Manipulation In Microchannelsmentioning
confidence: 99%
“…The specific settings are in Table 1. Since the governing Equations (3)-( 5) are nonlinear partial differential equations, they cannot be solved analytically; therefore, the computational fluid dynamics (CFD) is used to solve the flow filed [27]. The selected solver parameters are listed as follows: three-dimensional double-precision solver, non-viscous fluid, steady-state laminar flow, "SIMPLEC" algorithm for pressure-velocity coupled computation, central differencing, and second upwind schemes for the discretization of diffusion and convective terms, respectively, and absolute convergence accuracy is 10 −6 .…”
Section: Boundary Conditions and Solver Settingsmentioning
confidence: 99%