twoPhaseEulerFoam全解读之一(转载)
本系列将对OpenFOAM-2.1.1 中的 twoPhaseEulerFoam 求解器进行完全解读,共分三部分:方程推导,代码解读,补充说明。本篇进行方程推导,详细介绍如果从双流体模型出发得到 twoPhaseEulerFoam 中的 UEqn.H 对应的模型方程形式。
方程推导
双流体模型方程可以表达成如下形式:
连续性方程:
∂ ( α ϕ ρ ϕ ) ∂ t + ∇ ⋅ ( α ϕ ρ ϕ U ϕ ) = 0 \frac{\partial(\alpha_\phi\rho_\phi)}{\partial t}+\nabla\cdot(\alpha_\phi\rho_\phi U_\phi)=0 ∂t∂(αϕρϕ)+∇⋅(αϕρϕUϕ)=0
动量守恒方程:
∂ ( α ϕ ρ ϕ U ϕ ) ∂ t + ∇ ⋅ ( α ϕ ρ ϕ U ϕ U ϕ ) + ∇ ⋅ ( α ϕ τ ϕ ) + ∇ ⋅ ( α ϕ ρ ϕ R ϕ ) = − α ϕ ∇ p + α ϕ ρ ϕ g + M ϕ \frac{\partial(\alpha_\phi\rho_\phi U_\phi)}{\partial t}+\nabla\cdot(\alpha_\phi\rho_\phi U_\phi U_\phi)+\nabla\cdot(\alpha_\phi\tau_\phi)+\nabla\cdot(\alpha_\phi\rho_\phi R_\phi )=-\alpha_\phi\nabla p+\alpha_\phi\rho_\phi g+M_\phi ∂t∂(αϕρϕUϕ)+∇⋅(αϕρϕUϕUϕ)+∇⋅(αϕτϕ)+∇⋅(αϕρϕRϕ)=−αϕ∇p+αϕρϕg+Mϕ
式中,下标 ϕ = a , b \phi=a,b ϕ=a,b分别代表分散相和连续相, τ ϕ \tau_\phi τϕ表示粘性应力项, R ϕ R_\phi Rϕ表示雷诺应力项, M ϕ M_\phi Mϕ表示相间作用项。
上述方程是完全守恒形式的,但是注意到上述动量方程的瞬变项是 ∂ ( α ϕ ρ ϕ U ϕ ) ∂ t \frac{\partial(\alpha_\phi\rho_\phi U_\phi)}{\partial t} ∂t∂(αϕρϕUϕ),等于说解这个方程能得到的是每个时间步的动量,若要转化成速度,则需要用动量除以密度与体积分率的乘积,即 ( α ϕ ρ ϕ U ϕ ) α ϕ ρ ϕ \frac{(\alpha_\phi\rho_\phi U_\phi)}{\alpha_\phi\rho_\phi} αϕρϕ(αϕρϕUϕ)。那么当离散相a的体积分率 α a → 0 \alpha_a\to0 αa→0时,这个除法就要出问题了。于是,Weller 1 提出通过构造一种"phase-intensive"形式的动量方程来避开这个问题,见下面的详细推导。
Weller提出的方法的核心是将 α ϕ ρ ϕ \alpha_\phi\rho_\phi αϕρϕ从动量方程的瞬变项中剥离出来,以使动量方程直接对速度进行演化,而不是动量。
首先对动量方程的瞬变项和对流项进行如下转化:
∂ ( α ϕ ρ ϕ U ϕ ) ∂ t = α ϕ ρ ϕ ∂ ( U ϕ ) ∂ t + U ϕ ∂ ( α ϕ ρ ϕ ) ∂ t \frac{\partial(\alpha_\phi\rho_\phi U_\phi)}{\partial t}=\alpha_\phi\rho_\phi\frac{\partial( U_\phi)}{\partial t}+U_\phi\frac{\partial(\alpha_\phi\rho_\phi )}{\partial t} ∂t∂(αϕρϕUϕ)=αϕρϕ∂t∂(Uϕ)+Uϕ∂t∂(αϕρϕ)
∇ ⋅ ( α ϕ ρ ϕ U ϕ U ϕ ) = α ϕ ρ ϕ U ϕ ⋅ ∇ ( U ϕ ) + U ϕ ∇ ⋅ ( α ϕ ρ ϕ U ϕ ) \nabla\cdot(\alpha_\phi\rho_\phi U_\phi U_\phi)= \alpha_\phi\rho_\phi U_\phi\cdot \nabla( U_\phi) + U_\phi\nabla\cdot(\alpha_\phi\rho_\phi U_\phi) ∇⋅(αϕρϕUϕUϕ)=αϕρϕUϕ⋅∇(Uϕ)+Uϕ∇⋅(αϕρϕUϕ)
注:这里到了张量运算公式 ∇ ⋅ v w = v ⋅ ∇ w + w ( ∇ ⋅ v ) \\nabla\\cdot \\mathbf{vw}=\\mathbf{v}\\cdot\\nabla\\mathbf{w}+\mathbf{w}(\nabla\cdot\mathbf{v}) ∇⋅vw=v⋅∇w+w(∇⋅v),具体可参考 Bird 的 Transport Phenomenon 的 Appendix A。
于是,瞬变项和对流项的加和可以写成如下形式:
∂ ( α ϕ ρ ϕ U ϕ ) ∂ t + ∇ ⋅ ( α ϕ ρ ϕ U ϕ U ϕ ) = α ϕ ρ ϕ ∂ ( U ϕ ) ∂ t + U ϕ ⋅ ∇ ( U ϕ ) + U ϕ ∂ ( α ϕ ρ ϕ ) ∂ t + ∇ ⋅ ( α ϕ ρ ϕ U ϕ ) \frac{\partial(\alpha_\phi\rho_\phi U_\phi)}{\partial t}+\nabla\cdot(\alpha_\phi\rho_\phi U_\phi U_\phi)=\alpha_\phi\rho_\phi\left\\frac{\\partial( U_\\phi)}{\\partial t}+U_\\phi \\cdot \\nabla( U_\\phi)\\right+U_\phi \left \\frac{\\partial(\\alpha_\\phi\\rho_\\phi )}{\\partial t}+\\nabla\\cdot(\\alpha_\\phi\\rho_\\phi U_\\phi)\\right ∂t∂(αϕρϕUϕ)+∇⋅(αϕρϕUϕUϕ)=αϕρϕ∂t∂(Uϕ)+Uϕ⋅∇(Uϕ)+Uϕ∂t∂(αϕρϕ)+∇⋅(αϕρϕUϕ)
注意右边第二项的括号里其实就是连续性方程的左边,其值为0,因此得到:
∂ ( α ϕ ρ ϕ U ϕ ) ∂ t + ∇ ⋅ ( α ϕ ρ ϕ U ϕ U ϕ ) = α ϕ ρ ϕ ∂ ( U ϕ ) ∂ t + U ϕ ⋅ ∇ ( U ϕ ) \frac{\partial(\alpha_\phi\rho_\phi U_\phi)}{\partial t}+\nabla\cdot(\alpha_\phi\rho_\phi U_\phi U_\phi) = \alpha_\phi\rho_\phi\left\\frac{\\partial( U_\\phi)}{\\partial t}+U_\\phi \\cdot \\nabla( U_\\phi)\\right ∂t∂(αϕρϕUϕ)+∇⋅(αϕρϕUϕUϕ)=αϕρϕ∂t∂(Uϕ)+Uϕ⋅∇(Uϕ)
于是得到第一步转化之后的动量方程:
α ϕ ρ ϕ ∂ ( U ϕ ) ∂ t + U ϕ ⋅ ∇ ( U ϕ ) + ∇ ⋅ ( α ϕ τ ϕ ) + ∇ ⋅ ( α ϕ ρ ϕ R ϕ ) = − α ϕ ∇ p + α ϕ ρ ϕ g + M ϕ \alpha_\phi\rho_\phi\left\\frac{\\partial( U_\\phi)}{\\partial t}+U_\\phi\\cdot\\nabla( U_\\phi)\\right + \nabla\cdot(\alpha_\phi\tau_\phi) + \nabla\cdot(\alpha_\phi\rho_\phi R_\phi ) = -\alpha_\phi\nabla p + \alpha_\phi\rho_\phi g + M_\phi αϕρϕ∂t∂(Uϕ)+Uϕ⋅∇(Uϕ)+∇⋅(αϕτϕ)+∇⋅(αϕρϕRϕ)=−αϕ∇p+αϕρϕg+Mϕ
下面处理粘性应力项和雷诺应力项。
∇ ⋅ ( α ϕ τ ϕ ) + ∇ ⋅ ( α ϕ ρ ϕ R ϕ ) = ∇ ⋅ α ϕ ρ ϕ ( τ ϕ ρ ϕ + R ϕ ) = ∇ ⋅ α ϕ ρ ϕ R e f f , ϕ \nabla\cdot(\alpha_\phi\tau_\phi) + \nabla\cdot(\alpha_\phi\rho_\phi R_\phi )=\nabla\cdot\left\\alpha_\\phi\\rho_\\phi(\\frac{\\tau_\\phi}{\\rho_\\phi}+R_\\phi)\\right = \nabla\cdot\left\\alpha_\\phi\\rho_\\phi R_{eff,\\phi}\\right ∇⋅(αϕτϕ)+∇⋅(αϕρϕRϕ)=∇⋅αϕρϕ(ρϕτϕ+Rϕ)=∇⋅αϕρϕReff,ϕ
其中 R e f f , ϕ = τ ϕ ρ ϕ + R ϕ R_{eff,\phi}=\frac{\tau_\phi}{\rho_\phi}+R_\phi Reff,ϕ=ρϕτϕ+Rϕ。
根据定义(此处参考BubbleFoam的Wiki页面):
τ ϕ = − ρ ϕ ν ϕ ∇ U ϕ + ∇ T U ϕ + 2 3 ρ ϕ ν ϕ ( ∇ ⋅ U ϕ ) I \boldsymbol{\tau}{\phi} = - \rho{\phi} \nu_{\phi} \left\\nabla \\mathbf{U}_{\\phi} + \\nabla\^{\\textrm{T}} \\mathbf{U}_{\\phi} \\right + \frac{2}{3}\rho_{\phi}\nu_{\phi} \left( \nabla \cdot \mathbf{U}_{\phi} \right) \mathbf{I} τϕ=−ρϕνϕ∇Uϕ+∇TUϕ+32ρϕνϕ(∇⋅Uϕ)I
以及
R ϕ = − ν ϕ , t ∇ U ϕ + ∇ T U ϕ + 2 3 ν ϕ , t ( ∇ ⋅ U ϕ ) I + 2 3 k ϕ I \mathbf{R}{\phi} = - \nu{\phi,\textrm{t}} \left \\nabla \\mathbf{U}_{\\phi} +\\nabla\^{\\textrm{T}} \\mathbf{U}_{\\phi} \\right + \frac{2}{3} \nu_{\phi,\textrm{t}} \left( \nabla \cdot \mathbf{U}{\phi} \right) \mathbf{I} + \frac{2}{3} k{\phi} \mathbf{I} Rϕ=−νϕ,t∇Uϕ+∇TUϕ+32νϕ,t(∇⋅Uϕ)I+32kϕI
代入到 R e f f , ϕ R_{eff,\phi} Reff,ϕ中,得:
R e f f , ϕ = − ( ν ϕ + ν ϕ , t ) ∇ U ϕ + ∇ T U ϕ + 2 3 ( ν ϕ + ν ϕ , t ) ( ∇ ⋅ U ϕ ) I + 2 3 k ϕ I R_{eff,\phi}=-(\nu_\phi+\nu_{\phi , t})\left \\nabla \\mathbf{U}_{\\phi} +\\nabla\^{\\textrm{T}} \\mathbf{U}_{\\phi} \\right+\frac{2}{3}(\nu_\phi+\nu_{\phi , t}) \left (\nabla \cdot \mathbf{U}{\phi}\right ) \mathbf{I} + \frac{2}{3} k{\phi} \mathbf{I} Reff,ϕ=−(νϕ+νϕ,t)∇Uϕ+∇TUϕ+32(νϕ+νϕ,t)(∇⋅Uϕ)I+32kϕI
令 ν e f f = ν ϕ + ν ϕ , t \nu_{eff}=\nu_\phi+\nu_{\phi , t} νeff=νϕ+νϕ,t ,则:
R e f f , ϕ = − ν e f f ∇ U ϕ + ∇ T U ϕ + 2 3 ν e f f ( ∇ ⋅ U ϕ ) I + 2 3 k ϕ I = − ν e f f ∇ U ϕ + R c , ϕ R_{eff,\phi}=-\nu_{eff}\left \\nabla \\mathbf{U}_{\\phi} +\\nabla\^{\\textrm{T}} \\mathbf{U}_{\\phi} \\right+\frac{2}{3}\nu_{eff} \left (\nabla \cdot \mathbf{U}{\phi}\right ) \mathbf{I} + \frac{2}{3} k{\phi} \mathbf{I} = -\nu_{eff}\nabla U_\phi + R_{c,\phi} Reff,ϕ=−νeff∇Uϕ+∇TUϕ+32νeff(∇⋅Uϕ)I+32kϕI=−νeff∇Uϕ+Rc,ϕ
其中 R c , ϕ = − ν e f f ∇ U ϕ T + 2 3 ν e f f ( ∇ ⋅ U ϕ ) I + 2 3 k ϕ I R_{c,\phi}=-\nu_{eff} \nabla \mathbf{U}^\textrm{T}{\phi}+\frac{2}{3}\nu{eff} \left (\nabla \cdot \mathbf{U}{\phi}\right ) \mathbf{I} + \frac{2}{3} k{\phi} \mathbf{I} Rc,ϕ=−νeff∇UϕT+32νeff(∇⋅Uϕ)I+32kϕI
于是得到:
∇ ⋅ α ϕ ρ ϕ R e f f , ϕ = ∇ ( α ϕ ρ ϕ ) ⋅ R e f f , ϕ + α ϕ ρ ϕ ∇ ⋅ R e f f , ϕ = α ϕ ρ ϕ ∇ ⋅ − ν e f f ∇ U ϕ + α ϕ ρ ϕ ∇ ⋅ R c , ϕ + ∇ ( α ϕ ρ ϕ ) − ν e f f ∇ U ϕ + R c , ϕ \begin{aligned} \nabla\cdot\left\\alpha_\\phi\\rho_\\phi R_{eff,\\phi}\\right = & \nabla(\alpha_\phi\rho_\phi)\cdot\left R_{eff,\\phi}\\right + \alpha_\phi\rho_\phi\nabla\cdot \left R_{eff,\\phi}\\right \\ =& \alpha_\phi\rho_\phi\nabla\cdot\left -\\nu_{eff}\\nabla U_\\phi\\right + \alpha_\phi\rho_\phi\nabla\cdot\left R_{c,\\phi}\\right + \nabla(\alpha_\phi\rho_\phi)\left -\\nu_{eff}\\nabla U_\\phi + R_{c,\\phi}\\right \end{aligned} ∇⋅αϕρϕReff,ϕ==∇(αϕρϕ)⋅Reff,ϕ+αϕρϕ∇⋅Reff,ϕαϕρϕ∇⋅−νeff∇Uϕ+αϕρϕ∇⋅Rc,ϕ+∇(αϕρϕ)−νeff∇Uϕ+Rc,ϕ
代入到动量方程中,并且方程两边同时除以 α ϕ ρ ϕ \alpha_\phi\rho_\phi αϕρϕ,得到:
∂ U ϕ ∂ t + U ϕ ⋅ ∇ U ϕ − ∇ ⋅ ν e f f ∇ U ϕ + ∇ ⋅ R c , ϕ + ∇ ( α ϕ ρ ϕ ) α ϕ ρ ϕ ⋅ − ν e f f ∇ U ϕ + R c , ϕ = − ∇ p ρ ϕ + g + M ϕ α ϕ ρ ϕ \frac{\partial U_\phi}{\partial t} + U_\phi\cdot\nabla U_\phi -\nabla \cdot \left \\nu_{eff} \\nabla U_\\phi \\right + \nabla \cdot \left R_{c,\\phi}\\right + \frac{\nabla(\alpha_\phi\rho_\phi)}{\alpha_\phi\rho_\phi}\cdot \left -\\nu_{eff}\\nabla U_\\phi + R_{c,\\phi}\\right = -\frac{\nabla p}{\rho_\phi} + g + \frac{M_\phi}{\alpha_\phi\rho_\phi} ∂t∂Uϕ+Uϕ⋅∇Uϕ−∇⋅νeff∇Uϕ+∇⋅Rc,ϕ+αϕρϕ∇(αϕρϕ)⋅−νeff∇Uϕ+Rc,ϕ=−ρϕ∇p+g+αϕρϕMϕ
如果假定两相流体均为不可压缩,密度恒为常数,于是可以得到不可压缩的双流体模型的方程组:
连续性方程
∂ ( α ϕ ) ∂ t + ∇ ⋅ ( α ϕ U ϕ ) = 0 \frac{\partial(\alpha_\phi)}{\partial t}+\nabla\cdot(\alpha_\phi U_\phi)=0 ∂t∂(αϕ)+∇⋅(αϕUϕ)=0
动量方程
∂ U ϕ ∂ t + U ϕ ⋅ ∇ U ϕ − ∇ ⋅ ν e f f ∇ U ϕ + ∇ ⋅ R c , ϕ + ∇ ( α ϕ ) α ϕ ⋅ − ν e f f ∇ U ϕ + R c , ϕ = − ∇ p ρ ϕ + g + M ϕ α ϕ ρ ϕ \frac{\partial U_\phi}{\partial t} + U_\phi\cdot\nabla U_\phi -\nabla \cdot \left \\nu_{eff} \\nabla U_\\phi \\right + \nabla \cdot \left R_{c,\\phi}\\right + \frac{\nabla(\alpha_\phi)}{\alpha_\phi} \cdot \left -\\nu_{eff}\\nabla U_\\phi + R_{c,\\phi}\\right = -\frac{\nabla p}{\rho_\phi} + g + \frac{M_\phi}{\alpha_\phi\rho_\phi} ∂t∂Uϕ+Uϕ⋅∇Uϕ−∇⋅νeff∇Uϕ+∇⋅Rc,ϕ+αϕ∇(αϕ)⋅−νeff∇Uϕ+Rc,ϕ=−ρϕ∇p+g+αϕρϕMϕ
方程中还剩下相间作用项没有处理,对于分散相和连续项形式,相间作用力是大小相等符号想反,这里只考虑分散相的形式,令 ϕ = a \phi=a ϕ=a,则得到分散相的动量方程:
∂ U a ∂ t + U a ⋅ ∇ U a − ∇ ⋅ ν e f f ∇ U a + ∇ ⋅ R c , a + ∇ ( α a ) α a ⋅ − ν e f f ∇ U a + R c , a = − ∇ p ρ a + g + M a α a ρ a \frac{\partial U_a}{\partial t} + U_a\cdot\nabla U_a -\nabla \cdot \left \\nu_{eff} \\nabla U_a \\right + \nabla \cdot \left R_{c,a}\\right + \frac{\nabla(\alpha_a)}{\alpha_a} \cdot \left -\\nu_{eff}\\nabla U_a + R_{c,a}\\right = -\frac{\nabla p}{\rho_a} + g + \frac{M_a}{\alpha_a\rho_a} ∂t∂Ua+Ua⋅∇Ua−∇⋅νeff∇Ua+∇⋅Rc,a+αa∇(αa)⋅−νeff∇Ua+Rc,a=−ρa∇p+g+αaρaMa
相间作用只考虑曳力,升力以及虚拟质量力,即 M , a = M d r a g + M l i f t + M v m M,a=M_{drag}+M_{lift}+M_{vm} M,a=Mdrag+Mlift+Mvm,下面分别考虑每一种相间作用力。
曳力
M d r a g = − β ( U a − U b ) M_{drag}=-\beta(U_a-U_b) Mdrag=−β(Ua−Ub),其中 β \beta β为曳力系数。
升力
M l i f t = − α a α b C l ( α b ρ b + α a ρ a ) U r × ( ∇ × U ) M_{lift}=-\alpha_a\alpha_b C_l (\alpha_b \rho_b + \alpha_a \rho_a)U_r \times (\nabla \times U) Mlift=−αaαbCl(αbρb+αaρa)Ur×(∇×U) ,其中 U r = U a − U b U_r=U_a-U_b Ur=Ua−Ub, U = α a U a + α b U b U=\alpha_a U_a + \alpha_b U_b U=αaUa+αbUb
虚拟质量力
M v m = α a α b C v m ρ b D U b D t − D U a D t M_{vm}=\alpha_a\alpha_b C_{vm}\rho_b\left \\frac{DU_b}{Dt}-\\frac{DU_a}{Dt}\\right Mvm=αaαbCvmρbDtDUb−DtDUa,其中 D D t \frac{D}{Dt} DtD表示物质导数, D U b D t = ∂ U b ∂ t + U b ⋅ ∇ U b \frac{DU_b}{Dt}=\frac{\partial U_b}{\partial t} + U_b \cdot \nabla U_b DtDUb=∂t∂Ub+Ub⋅∇Ub, D U a D t = ∂ U a ∂ t + U a ⋅ ∇ U a \frac{DU_a}{Dt}=\frac{\partial U_a}{\partial t}+U_a \cdot \nabla U_a DtDUa=∂t∂Ua+Ua⋅∇Ua
考虑到形式的统一,令 K = β α a α b K=\frac{\beta}{\alpha_a\alpha_b} K=αaαbβ,则曳力可表示为 M d r a g = − α a α b K ( U a − U b ) M_{drag}=-\alpha_a\alpha_b K(U_a-U_b) Mdrag=−αaαbK(Ua−Ub)
代入到分散相a的动量方程中,得到:
∂ U a ∂ t + U a ⋅ ∇ U a − ∇ ⋅ ν e f f ∇ U a + ∇ ⋅ R c , a + ∇ ( α a ) α a ⋅ − ν e f f ∇ U a + R c , a = − ∇ p ρ a + g − α b ρ a K ( U a − U b ) − α b ρ a C l ( α b ρ b + α a ρ a ) U r × ( ∇ × U ) + α b ρ a C v m ρ b ∂ U b ∂ t + U b ⋅ ∇ U b − ( ∂ U a ∂ t + U a ⋅ ∇ U a ) \begin{aligned} &\frac{\partial U_a}{\partial t} + U_a\cdot \nabla U_a -\nabla \cdot \left \\nu_{eff} \\nabla U_a \\right + \nabla \cdot \left R_{c,a}\\right + \frac{\nabla(\alpha_a)}{\alpha_a} \cdot \left -\\nu_{eff}\\nabla U_a + R_{c,a}\\right \\ = & -\frac{\nabla p}{\rho_a} + g - \frac{\alpha_b}{\rho_a} K (U_a-U_b) - \frac{\alpha_b}{\rho_a} C_l (\alpha_b \rho_b + \alpha_a \rho_a) U_r \times (\nabla \times U) \\ +& \frac{\alpha_b}{\rho_a} C_{vm}\rho_b\left \\frac{\\partial U_b}{\\partial t} + U_b \\cdot \\nabla U_b - (\\frac{\\partial U_a}{\\partial t}+U_a \\cdot \\nabla U_a)\\right \end{aligned} =+∂t∂Ua+Ua⋅∇Ua−∇⋅νeff∇Ua+∇⋅Rc,a+αa∇(αa)⋅−νeff∇Ua+Rc,a−ρa∇p+g−ρaαbK(Ua−Ub)−ρaαbCl(αbρb+αaρa)Ur×(∇×U)ρaαbCvmρb∂t∂Ub+Ub⋅∇Ub−(∂t∂Ua+Ua⋅∇Ua)
将相关的项合并,并调整顺序,便得到与twoPhaseEulerFoam求解器的UEqn.H文件中相同形式的分散相动量方程:
( 1 + α b ρ b ρ a C v m ) ( ∂ U a ∂ t + U a ⋅ ∇ U a ) − ∇ ⋅ ν e f f ∇ U a + ∇ ⋅ R c , a + ∇ ( α a ) α a ⋅ − ν e f f ∇ U a + R c , a = − α b ρ a K U a − α b ρ a { C l ( α b ρ b + α a ρ a ) U r × ( ∇ × U ) − C v m ρ b ∂ U b ∂ t + U b ⋅ ∇ U b } − ∇ p ρ a + g + α b ρ a K U b \begin{aligned} &(1+\frac{\alpha_b \rho_b}{\rho_a} C_{vm})(\frac{\partial U_a}{\partial t} + U_a\cdot \nabla U_a ) -\nabla \cdot \left \\nu_{eff} \\nabla U_a \\right + \nabla \cdot \left R_{c,a}\\right + \frac{\nabla(\alpha_a)}{\alpha_a} \cdot \left -\\nu_{eff}\\nabla U_a + R_{c,a}\\right \\ = & -\frac{\alpha_b}{\rho_a} K U_a - \frac{\alpha_b}{\rho_a} \left\{ {C_l (\alpha_b \rho_b + \alpha_a \rho_a) U_r \times (\nabla \times U) - C_{vm}\rho_b\left {\\frac{\\partial U_b}{\\partial t} + U_b \\cdot \\nabla U_b }\\right } \right\} \\ &- \frac{\nabla p}{\rho_a} + g + \frac{\alpha_b}{\rho_a} K U_b \end{aligned} =(1+ρaαbρbCvm)(∂t∂Ua+Ua⋅∇Ua)−∇⋅νeff∇Ua+∇⋅Rc,a+αa∇(αa)⋅−νeff∇Ua+Rc,a−ρaαbKUa−ρaαb{Cl(αbρb+αaρa)Ur×(∇×U)−Cvmρb∂t∂Ub+Ub⋅∇Ub}−ρa∇p+g+ρaαbKUb
连续相b的动量方程形式相仿,这里就不再重复了。这里有几点注意事项:
此处的双流体模型在推导的过程中,是把a当作分散相,b当作连续相的。分散相的体积分率 α a \alpha_a αa可以等于0,但是连续项体积分率 α b \alpha_b αb不能等于0 ,否则会出问题。
曳力系数 β \beta β 的形式就是文献中常见的形式,比如,WenYu 曳力系数 β = 3 4 ( 1 − α b ) α b d p , a ∣ U b − U a ∣ C D 0 α b − 2.7 \beta=\frac{3}{4}\frac{(1-\alpha_b)\alpha_b}{d_{p,a}}|U_b-U_a|C_{D0}\alpha_b^{-2.7} β=43dp,a(1−αb)αb∣Ub−Ua∣CD0αb−2.7,Ergun 曳力系数 β = 150 ( 1 − α b ) 2 μ b α b d a 2 + 1.75 ( 1 − α b ) ρ b U b − U a d a \beta=150\frac{(1-\alpha_b)^2\mu_b}{\alpha_b d_a^2}+1.75\frac{(1-\alpha_b)\rho_b{U_b-U_a}}{d_a} β=150αbda2(1−αb)2μb+1.75da(1−αb)ρbUb−Ua。而程序中定义的 K = β α a α b K=\frac{\beta}{\alpha_a\alpha_b} K=αaαbβ,所以,当 α b → 0 \alpha_b\to 0 αb→0时,如果用WenYu曳力那还不会出错,因为曳力系数中的分子里同时含有 α a α b \alpha_a\alpha_b αaαb,运算 K = β α a α b K=\frac{\beta}{\alpha_a\alpha_b} K=αaαbβ不会出现除以0的问题;但如果用Ergun曳力,那就要出问题了,因为Ergun曳力系数中两项的分子都没有 α b \alpha_b αb,所以运算 K = β α a α b K=\frac{\beta}{\alpha_a\alpha_b} K=αaαbβ就要出问题了。