5.1 結論
本研究針對以往固液二相流的假設稍作修改,承襲 Chou et al.(2014)的理論架 構,並採用 Lagrangian 描述法來開發一套固液系統模式,其特點如下所列
粒初始濃度對於結果有顯著的差異。在濃度為 0.0128 的模擬結果中,各模式 的顆粒沉降速度大致相同,連流場也幾乎沒有差異。然而當濃度提高至 0.0512 後,雖沉降初期仍無顯著之差異,但經歷較長的沉降時間後,壓力耦合模式 的顆粒沉降速度明顯較其它兩者來得慢,尤其與附加質量耦合模式的差異最 為明顯,而兩者在理論架構上是差異最小的,因為壓力耦合模式已包含了附 加質量效應,即是說當顆粒濃度提高時,壓力耦合的影響會相當顯著,此結 果與 Chou et al.(2014)的結論相符合。
3. 為了測試本模式是否可模擬出其它流體力學的基礎物理現象,我們以異重流為 範例,嘗試模擬 Lock-exchange flow 此一典型異重流問題。過去的研究多是使 用 E-E 架構的數值模式來進行模擬,而本研究所開發的 E-L 架構模式亦成功 模擬出此現象,且能捕捉到其流動特性,如流體交界面處的渦漩,讓本模式 更加具有可靠性。
5.2 未來工作
有兩種顆粒碰撞模型較適合我們的模式,其一為 Apte et al.(2008)所使用的碰 撞模型,他們為顆粒定義一個碰撞範圍,對任意顆粒而言,在其碰撞範圍的 計算太耗時而暫不採用。其二為 Snider et al.(2001)採用的顆粒正向應力模型,
他們將顆粒間的作用力以顆粒體積分率的函數表示之,即是將顆粒整體視為 連體來解析此物理量,採用質點網格法的精神,先在尤拉網格上計算出顆粒 正向應力,再透過內插求得每個顆粒位置上的值。此法計算相對省時,且由 該文獻提供的模擬結果來看,此模型十分健全,能成功模擬出顆粒在底層堆 積的現象,因此我們打算朝這方向來建立本模式的顆粒碰撞模型。
參考文獻
Auton, T.R., Hunt, J.C.R., Prud’homme, M., 1988. The force exerted on a body in inviscid unsteady non-uniform rotational flow. J. Fluid Mech. 197, 241-257.
Andrews, M.J. and O’Rourke, P.J., 1996. The multiphase particle-in-cell (MP-PIC) method for dense particle flow. Int. J. Multiphase Flow 22, 379.
Apte, S.V., Mahesh, K., Lundgren, T., 2008. Accounting for finite-size effects in simulations of disperse particle-laden flows. Int. J. Multiphase Flow 34, 260-271.
Bradley, W.H., 1965. Vertical density currents. Science 150, 1423-1428.
Batchelor, G.K., 1967. An introduction to fluid dynamics, Cambridge University Press.
Pages 230-235.
Balachandar, S., Eaton, J.K., 2010. Turbulent dipersed multiphase flow. Annual Review of Fluid Mechanics 42, 111-133.
Chorin A.J., 1967 A numerical method for solving incompressible viscous flow problems. J. Comput. Phys. 2, 12-26.
Cui, A., Street, R.L., 2001. Large-eddy simulation of turbulent rotating convective flow development. J. Fluid Mech. 447, 53-84.
Chou, Y.-J., Wu, F.-C., Shih, W.-R., 2014. Toward numerical modeling of fine particle suspension using a two-way coupled Euler–Euler model: Part 1: Formualtion and comparison to single-phase approximation. Int. J. Multiphase Flow 64, 35-43.
Chou, Y.-J., Wu, F.-C., Shih, W.-R., 2014. Toward numerical modeling of fine particle suspension using a two-way coupled Euler–Euler model: Part 2: Simulation of particle-induced Rayleigh–Taylor instability. Int. J. Multiphase Flow 64, 44-54.
Drew, D.A., Passman, S.L., 1998. Theory of Multicomonent Fluids. Springer-Verlag, New York
Dimonte, G., Youngs, D.L., Dimits, A., Weber, S., Marinak, M., 2004. A comparative study of the turbulent Rayleigh–Taylor instability uisng high-resolution three-dimensional numerical simulations: the Alpha-Group collaboration. Phys. Fluids 16, 1668-1693.
Elghobashi S, Truesdell GC. 1993. On the two-way interaction between homogeneous turbulence and dispersed solid particles. I: Turbulence modification. Phys. Fluids A 5, 1790-801.
Eaton JK. 2009. Two-way coupled turbulence simulations of gas-particle flows using point particle tracking. Int. J. Multiphase Flow 35, 792-800.
Ferry, J., Balachandar, S., 2001. A fast Eulerian method for disperse two-phase flow.
Int. J. Multiphase Flow 27, 1199-1226.
Ferrante A, Elghobashi S. 2003. On the physical mechanism of two-way coupling in particle-laden isotropic turbulence. Phys. Fluids 15, 315-29.
Harlow, F.H., Amsden, A.A., 1971. Fluid Dynamics, A LASL Monograph, LA-4700 (Los Alamos National Laboratories, Los Alamos, NM, 1971).
Maxey, M.R., Riley, J.J., 1983. Equation of motion for a small rigid sphere in a nonuniform flow. Physics of Fluids 26, 883-889.
Patankar, N.A., Joseph, D.D., 2001b. Lagrangian numerical simulation of particulate flows. Int. J. Multiphase Flow 27, 1685-1706.
Snider, D.M., 2001. An incompressible three-dimensional multiphase particle-in-cell model for dense particle flows. J. Comput. Phys. 170, 523-549.
van der Hoef, M.A., van Sint Annaland, M., Deen, N.G., Kuipers, J.A.M., 2008.
Numerical simulation of dense gas-solid fluidized beds:a multiscale modeling strategy.
Annual Review of Fluid Mechanics 40, 47-70.
Youngs, D.L., 1984. Numerical simulaiton of turbulent mixing by Rayleigh–Taylor instablility. Physica D 12, 32-44.
Youngs, D.L., 1991. Three-dimensional numerical simulaiton of turbulent mixing by Rayleigh–Taylor instablility. Phys. Fluids A 3, 1312-1320.
Zang, Y., Street, R.L., Koseff, J.R., 1994. A non-staggered grid, fractional step method for time-dependent incompressible Navier–Stokes equations in curvilinear coordinates.
J. Comput. Phys. 114, 18.