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Numerical investigation of electrohydrodynamic solid-liquid phase change in square enclosure

He Kun Guo Xiu-Ya Zhang Xiao-Ying Wang Lei

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Numerical investigation of electrohydrodynamic solid-liquid phase change in square enclosure

He Kun, Guo Xiu-Ya, Zhang Xiao-Ying, Wang Lei
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  • Melting of the dielectric phase change material inside a closed square enclosure is numerically investigated. The fully coupled equations including Navier-Stokes equations, Poisson's equation, charge conservation equation and the energy equation are solved using the lattice Boltzmann method (LBM). Strong charge injection from a high temperature vertical electrode is considered and the basic characteristics of fluid flow, charge transport and heat transfer in solid-liquid phase change process under the coupling of Coulomb force and buoyancy force are systematically studied. Emphasis is put on analysing the influence of multiple non-dimensional parameters, including electric Rayleigh number T, Stefan number $Ste$, mobility number M, and Prandtl number $Pr$ on electrohydrodynamic (EHD) solid-liquid phase change. The numerical results show that comparing with the melting process driven by buoyancy force, the applied electric field will not only change the flow structure in liquid region and the evolution of the liquid-solid interface, but also increase the heat transfer efficiency of dielectric phase change material and thus enhance the solid-liquid phase change process. In particular, we find that this phenomenon becomes more pronounced when T is larger. Further, the dimensionless parameter $\varPhi$ is introduced to characterize the effect of EHD enhanced solid-liquid phase change, and the results indicate that the effect of EHD enhancement solid-liquid phase change is weakened with the increase of Stefan number $Ste$, However the change of $Ste$ does not make much difference in EHD enhancement solid-liquid phase change for a sufficiently high electric Rayleigh number T, and it is attributed to the fully developed convection cells at a very early stage of the melting process. Moreover, it is found that the effect of EHD enhancement solid-liquid phase change is negatively related to the mobility number M and that the effect of Prandtl number $Pr$ on the EHD enhancement solid-liquid phase change largely depends on the mobility number M, which is due to the simultaneous influence of electric field force and buoyancy force. In general, the electric field has a significant influence on the melting process of dielectric phase change material, especially at high T,$Pr$ and low $Ste$, M. And quantitatively, in all tested cases, a maximum melting time saves about 86.6% at $T=1000$, $Ra=10000$, $M=3$, $Pr=20$, and $Ste=0.1$.
      Corresponding author: Wang Lei, wangleir1989@126.com
    • Funds: Project supported by the National Natural Science Foundation of China (Grant No. 12002320)
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    Luo X, Wang J H, Dooner M, Clarke J 2015 Appl. Energy 137 511Google Scholar

    [2]

    Chen H S, Cong T N, Yang W, Tan C Q, Li Y L, Ding Y L 2009 Prog. Nat. Sci. 19 291Google Scholar

    [3]

    霍宇涛 2018 博士学位论文 (徐州: 中国矿业大学)

    Huo Y T 2018 Ph. D. Dissertation (Xuzhou: China University of Mining and Technology) (in Chinese)

    [4]

    Ren Q L, Meng F L, Guo P H 2018 Int. J. Heat Mass Transfer 121 1214Google Scholar

    [5]

    赵耀 2018 博士学位论文 (上海: 上海交通大学)

    Zhao Y 2018 Ph. D. Dissertation (Shanghai: Shanghai Jiao Tong University) (in Chinese)

    [6]

    Sharma A, Tyagi V V, Chen C R, Buddhi D 2009 Renewable Sustainable Energy Rev. 13 318Google Scholar

    [7]

    Agyenim F, Hewitt N, Eames P, Smyth M 2010 Renewable Sustainable Energy Rev. 14 615Google Scholar

    [8]

    Ren Q L 2019 Energy Convers. Manage. 180 784Google Scholar

    [9]

    Stritih U 2004 Int. J. Heat Mass Transfer 47 2841Google Scholar

    [10]

    Lacroix M, Benmadda M 1997 Numer. Heat Tranfer, Part A 31 71Google Scholar

    [11]

    Ji C Z, Qin Z, Low Z H, Dubey S, Choo F H, Duan F 2018 Appl. Therm. Eng. 129 269Google Scholar

    [12]

    Khodadadi J M, Hosseinizadeh S F 2007 Int. Commun. Heat Mass Transfer 34 534Google Scholar

    [13]

    Feng Y C, Li H X, Li L X, Bu L, Wang T 2015 Int. J. Heat Mass Transfer 81 415Google Scholar

    [14]

    Xiao X, Zhang P, Li M 2014 Int. J. Therm. Sci. 81 94Google Scholar

    [15]

    张涛, 余建祖 2007 制冷学报 6 13Google Scholar

    Zhang T, Yu J Z 2007 J. Refrigeration 6 13Google Scholar

    [16]

    Fan L W, Zhu Z Q, Zeng Y, Ding Q, Liu M J 2016 Int. J. Heat Mass Transfer 95 1057Google Scholar

    [17]

    Fan L W, Zhu Z Q, Liu M J, Xu C L, Zeng Y, Lu H, Tao Y Z 2016 J. Heat Transfer-Trans. ASME 138 122402Google Scholar

    [18]

    Oh Y K, Park S H, Cha K O 2001 KSME Int. J. 15 1882Google Scholar

    [19]

    Oh Y K, Park S H, Cho Y I 2002 Int. J. Heat Mass Transfer 45 4631Google Scholar

    [20]

    Nakhla D, Sadek H, Cotton J S 2015 Int. J. Heat Mass Transfer 81 695Google Scholar

    [21]

    Rashidi S, Bafekr H, Masoodi R, Languri M E 2017 J. Electrostat. 8 1Google Scholar

    [22]

    Atten P, Mc Cluskey F, Pérez A 1988 IEEE Transactions on Electrical Insulation 23 659Google Scholar

    [23]

    Traoré P, Pérez A T, Koulova D, Romat H 2010 J. Fluid Mech. 658 279Google Scholar

    [24]

    Wu J, Traoré P, Zhang M, Pérez A T, Vázquez P A 2016 Int. J. Heat Mass Transfer 92 139Google Scholar

    [25]

    陈凤, 彭耀, 宋耀祖, 陈民 2007 工程热 4 679Google Scholar

    Chen F, Peng Y, Song Y Z, Chen M 2007 J. Eng. Therm. 4 679Google Scholar

    [26]

    Gao M, Cheng P, Quan X 2013 Int. J. Heat Mass Transfer 67 984Google Scholar

    [27]

    Sadek H, Ching C Y, Cotton J 2010 Int. J. Heat Mass Transfer 53 3721Google Scholar

    [28]

    陈春天, 杨嘉祥, 张颖, 李静 2004 工程热 2 284Google Scholar

    Chen C T, Yang J X, Zhang Y, Li J 2004 J. Eng. Therm. 2 284Google Scholar

    [29]

    李典, 王太, 陈烁, 谢英柏, 刘春涛 2020 工程热 41 2752

    Li D, Wang T, Chen L, Xie Y B, Liu C T 2020 J. Eng. Therm. 41 2752

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    危卫, 张云伟, 顾兆林 2013 科学通报 58 197Google Scholar

    Wei W, Zhang Y W, Gu Z L 2013 Chin. Sci. Bull. 58 197Google Scholar

    [31]

    Nakhla D, Thompson E, Lacroix B, Cotton J S 2018 J. Electrostat. 92 31Google Scholar

    [32]

    Luo K, Pérez A T, Wu J, Yi H L, Tan H P 2019 Phys. Rev. E 100 013306Google Scholar

    [33]

    卢才磊 2020 硕士学位论文 (哈尔滨: 哈尔滨工业大学)

    Lu C L 2020 M. D. Thesis (Haerbin: Harbin Institute of Technology) (in Chinese)

    [34]

    Selvakumar R D, Liu Q, Luo K, Traoré P, Wu J 2021 Int. J. Multiphase Flow 136 103550Google Scholar

    [35]

    Nakhla D, Cotton J S 2021 Int. J. Heat Mass Transfer 167 120828Google Scholar

    [36]

    Luo K, Wu J, Pérez A T, Yi H L, Tan H P 2019 Phys. Rev. Fluids 4 083702Google Scholar

    [37]

    Huang R Z, Wu H Y 2015 J. Comput. Phys. 294 346Google Scholar

    [38]

    罗康 2017 博士学位论文 (哈尔滨: 哈尔滨工业大学)

    Luo K 2017 Ph. D. Dissertation (Haerbin: Harbin Institute of Technology) (in Chinese)

    [39]

    Chen S, Doolen G D 1998 Annu. Rev. Fluid Mech. 30 329Google Scholar

    [40]

    Wang L, Zhao Y, Yang X G, Shi B C, Chai Z H 2019 Appl. Math. Model. 71 31Google Scholar

    [41]

    黄昌盛, 张文欢, 侯志敏, 陈俊辉, 李明晶, 何南忠, 施保昌 2011 科学通报 56 2434Google Scholar

    Huang C S, Zhang W H, Hou Z M, Chen J H, Li M J, He N Z, Shi B C 2011 Chin. Sci. Bull. 56 2434Google Scholar

    [42]

    李洋, 苏婷, 梁宏, 徐江荣 2018 67 224701Google Scholar

    Li Y, Su T, Liang H, Xu J R 2018 Acta Phys. Sin. 67 224701Google Scholar

    [43]

    梁宏 2015 博士学位论文 (武汉: 华中科技大学)

    Liang H 2015 Ph. D. Dissertation (Wuhan: Huazhong University of Science and Technology) (in Chinese)

    [44]

    李庆, 余悦, 唐诗 2020 科学通报 65 1677Google Scholar

    Li Q, Yu Y, Tang S 2020 Chin. Sci. Bull. 65 1677Google Scholar

    [45]

    朱炼华, 郭照立 2015 计算物理 32 20Google Scholar

    Zhu L H, Guo Z L 2015 Chin. J. Comput. Phys. 32 20Google Scholar

    [46]

    刘高洁, 郭照立, 施保昌 2016 65 014702Google Scholar

    Liu G J, Guo Z L, Shi B C 2016 Acta Phys. Sin. 65 014702Google Scholar

    [47]

    吴健, 张蒙齐, 田方宝 2018 力学学报 50 1458Google Scholar

    Wu J, Zhang M Q, Tian F B 2018 Chin. J. Theor. Appl. Mech. 50 1458Google Scholar

    [48]

    Luo K, Wu J, Yi H L, Tan H P 2016 Phys. Rev. E 93 023309Google Scholar

    [49]

    Wang L, Wei Z C, Li T F, Chai Z H, Shi B C 2021 Appl. Math. Model 95 361Google Scholar

    [50]

    Guo Z L, Shi B C, Wang N C 2000 J. Comput. Phys. 165 288Google Scholar

    [51]

    Guo Z L, Zheng C G, Shi B C 2002 Phys. Rev. E 65 046308Google Scholar

    [52]

    Chai Z H, Shi B C 2008 Appl. Math. Model. 32 2050Google Scholar

    [53]

    Lu J H, Lei H Y, Dai C S 2019 Int. J. Therm. Sci. 135 17Google Scholar

    [54]

    Huang R Z, Wu H Y 2016 J. Comput. Phys. 315 65Google Scholar

    [55]

    Guo Z L, Zheng C G, Shi B C 2002 Phys. Fluids 14 2007Google Scholar

    [56]

    Huang R Z, Wu H Y, Cheng P 2013 Int. J. Heat Mass Transfer 59 295Google Scholar

  • 图 1  物理模型示意图

    Figure 1.  Schematic diagram of the physical model.

    图 2  液体体积分数$f_{\rm l}$和热壁面平均努塞尔数$Nu_{\rm av}$与Huang等[56]的结果对比

    Figure 2.  A comparison of the present average Nusselt number and liquid fraction with previous study[56].

    图 3  电荷密度q和水平方向电场强度$E_x$与解析解[48]对比

    Figure 3.  A comparison of the charge density and horizontal electric field with analytical solutions[48].

    图 4  PCM熔化过程中(a)液体体积分数$f_{\rm l}$和(b)液相最大速度$V_{\rm max}$随时间的变化趋势. 图中点A, B, CD分别对应时刻$Fo=0.63$, $1.90$, $2.90$$4.16$

    Figure 4.  Time evolutions of (a) the liquid fraction and (b) the maximum fluid velocity. Points A, B, C and D correspond to the dimensionless time $Fo=0.36$, $1.90$, $2.90$ and $4.16$, respectively.

    图 5  电场力驱动下PCM熔化到不同时刻电荷密度、流场以及相界面分布(上)和浮升力驱动下PCM熔化到不同时刻温度、流场以及相界面分布(下) (a)$Fo=0.63$; (b)$Fo=1.90$; (c)$Fo=2.90$; (d)$Fo=4.16$

    Figure 5.  Distributions of charge density (temperature), fluid field and liquid-solid interface of PCM at four representative time of (a)$Fo=0.63$, (b)$Fo=1.90$, (c)$Fo=2.90$ and (d)$Fo=4.16$ in presence of electric field force (top) and buoyancy force (bottom)

    图 6  不同电瑞利数T下液体体积分数$f_{\rm l}$随时间的变化曲线

    Figure 6.  Time evolutions of the liquid fraction $f_{\rm l}$ for different electric Rayleigh numbers T.

    图 7  不同电瑞利数下$Fo=1.9$时电荷密度(上)、温度(中)以及流场(下)分布: (a) $T=0$; (b) $T=400$; (c) $T=800$; (d) $T=1600$; (e) $T=2400$

    Figure 7.  Distribution of the charge density (top), temperature (middle) and streamlines (bottom) at $Fo=1.9$ under different electrical Rayleigh numbers: (a) $T=0$; (b) $T=400$; (c) $T=800$; (d) $T=1600$; (e) $T=2400$.

    图 8  $Fo=1.9$时 (a)直线$x=1/(4\delta)$上速度水平分量u的分布; (b)固液界面位置

    Figure 8.  (a) Distributions of the horizontal velocity along line of $x=1/(4\delta)$ and (b) the liquid-solid interface at $Fo=1.9$

    图 9  (a)斯蒂芬数$Ste$对电场加速熔化效果的影响; (b)液相最大速度$V_{\rm max}$随液体体积分数$f_{\rm l}$的变化趋势

    Figure 9.  (a) The effect of Stefan number $Ste$ on the melting time saving; (b) evolutions of the maximum fluid velocity $V_{\rm max}$ versus the liquid fraction $f_{\rm l}$.

    图 10  $T=1000$时, 不同的斯蒂芬数下, PCM熔化到$f_{\rm l}=0.3$, $f_{\rm l}=0.5$, $f_{\rm l}=0.9$时电荷密度、温度以及流场分布 (a)$Ste= $$ 0.05$; (b)$Ste=0.1$

    Figure 10.  With $T=1000$, distributions of charge density, temperature field and streamlines of PCM melting at $f_{\rm l}=0.3$, $f_{\rm l}=0.5$, $f_{\rm l}=0.9$ for different Stefan number: (a) $Ste=0.05$; (b) $Ste=0.1$.

    图 11  $T=3200$ 时, 不同的斯蒂芬数下, PCM熔化到$f_{\rm l}=0.3$, $f_{\rm l}=0.5$, $f_{\rm l}=0.9$ 时电荷密度、温度以及流场分布 (a)$Ste= $$ 0.05$; (b)$Ste=0.1$

    Figure 11.  With $T=3200$, distributions of charge density, temperature field and streamlines of PCM melting at $f_{\rm l}=0.3$, $f_{\rm l}=0.5$, $f_{\rm l}=0.9$ for different Stefan number: (a) $Ste=0.05$; (b) $Ste=0.1$.

    图 12  无量纲离子迁移率M与普朗特数$Pr$对电场强化相变传热效果的影响

    Figure 12.  The effect of M and $Pr$ on the melting time saving.

    图 13  M取不同值, PCM完全熔化时电荷密度和温度分布图 (a)$Pr=1$; (b)$Pr=20$

    Figure 13.  Distributions of charge density and temperature field when PCM is completely melted for (a) $Pr=1$ and (b) $Pr=20$.

    Baidu
  • [1]

    Luo X, Wang J H, Dooner M, Clarke J 2015 Appl. Energy 137 511Google Scholar

    [2]

    Chen H S, Cong T N, Yang W, Tan C Q, Li Y L, Ding Y L 2009 Prog. Nat. Sci. 19 291Google Scholar

    [3]

    霍宇涛 2018 博士学位论文 (徐州: 中国矿业大学)

    Huo Y T 2018 Ph. D. Dissertation (Xuzhou: China University of Mining and Technology) (in Chinese)

    [4]

    Ren Q L, Meng F L, Guo P H 2018 Int. J. Heat Mass Transfer 121 1214Google Scholar

    [5]

    赵耀 2018 博士学位论文 (上海: 上海交通大学)

    Zhao Y 2018 Ph. D. Dissertation (Shanghai: Shanghai Jiao Tong University) (in Chinese)

    [6]

    Sharma A, Tyagi V V, Chen C R, Buddhi D 2009 Renewable Sustainable Energy Rev. 13 318Google Scholar

    [7]

    Agyenim F, Hewitt N, Eames P, Smyth M 2010 Renewable Sustainable Energy Rev. 14 615Google Scholar

    [8]

    Ren Q L 2019 Energy Convers. Manage. 180 784Google Scholar

    [9]

    Stritih U 2004 Int. J. Heat Mass Transfer 47 2841Google Scholar

    [10]

    Lacroix M, Benmadda M 1997 Numer. Heat Tranfer, Part A 31 71Google Scholar

    [11]

    Ji C Z, Qin Z, Low Z H, Dubey S, Choo F H, Duan F 2018 Appl. Therm. Eng. 129 269Google Scholar

    [12]

    Khodadadi J M, Hosseinizadeh S F 2007 Int. Commun. Heat Mass Transfer 34 534Google Scholar

    [13]

    Feng Y C, Li H X, Li L X, Bu L, Wang T 2015 Int. J. Heat Mass Transfer 81 415Google Scholar

    [14]

    Xiao X, Zhang P, Li M 2014 Int. J. Therm. Sci. 81 94Google Scholar

    [15]

    张涛, 余建祖 2007 制冷学报 6 13Google Scholar

    Zhang T, Yu J Z 2007 J. Refrigeration 6 13Google Scholar

    [16]

    Fan L W, Zhu Z Q, Zeng Y, Ding Q, Liu M J 2016 Int. J. Heat Mass Transfer 95 1057Google Scholar

    [17]

    Fan L W, Zhu Z Q, Liu M J, Xu C L, Zeng Y, Lu H, Tao Y Z 2016 J. Heat Transfer-Trans. ASME 138 122402Google Scholar

    [18]

    Oh Y K, Park S H, Cha K O 2001 KSME Int. J. 15 1882Google Scholar

    [19]

    Oh Y K, Park S H, Cho Y I 2002 Int. J. Heat Mass Transfer 45 4631Google Scholar

    [20]

    Nakhla D, Sadek H, Cotton J S 2015 Int. J. Heat Mass Transfer 81 695Google Scholar

    [21]

    Rashidi S, Bafekr H, Masoodi R, Languri M E 2017 J. Electrostat. 8 1Google Scholar

    [22]

    Atten P, Mc Cluskey F, Pérez A 1988 IEEE Transactions on Electrical Insulation 23 659Google Scholar

    [23]

    Traoré P, Pérez A T, Koulova D, Romat H 2010 J. Fluid Mech. 658 279Google Scholar

    [24]

    Wu J, Traoré P, Zhang M, Pérez A T, Vázquez P A 2016 Int. J. Heat Mass Transfer 92 139Google Scholar

    [25]

    陈凤, 彭耀, 宋耀祖, 陈民 2007 工程热 4 679Google Scholar

    Chen F, Peng Y, Song Y Z, Chen M 2007 J. Eng. Therm. 4 679Google Scholar

    [26]

    Gao M, Cheng P, Quan X 2013 Int. J. Heat Mass Transfer 67 984Google Scholar

    [27]

    Sadek H, Ching C Y, Cotton J 2010 Int. J. Heat Mass Transfer 53 3721Google Scholar

    [28]

    陈春天, 杨嘉祥, 张颖, 李静 2004 工程热 2 284Google Scholar

    Chen C T, Yang J X, Zhang Y, Li J 2004 J. Eng. Therm. 2 284Google Scholar

    [29]

    李典, 王太, 陈烁, 谢英柏, 刘春涛 2020 工程热 41 2752

    Li D, Wang T, Chen L, Xie Y B, Liu C T 2020 J. Eng. Therm. 41 2752

    [30]

    危卫, 张云伟, 顾兆林 2013 科学通报 58 197Google Scholar

    Wei W, Zhang Y W, Gu Z L 2013 Chin. Sci. Bull. 58 197Google Scholar

    [31]

    Nakhla D, Thompson E, Lacroix B, Cotton J S 2018 J. Electrostat. 92 31Google Scholar

    [32]

    Luo K, Pérez A T, Wu J, Yi H L, Tan H P 2019 Phys. Rev. E 100 013306Google Scholar

    [33]

    卢才磊 2020 硕士学位论文 (哈尔滨: 哈尔滨工业大学)

    Lu C L 2020 M. D. Thesis (Haerbin: Harbin Institute of Technology) (in Chinese)

    [34]

    Selvakumar R D, Liu Q, Luo K, Traoré P, Wu J 2021 Int. J. Multiphase Flow 136 103550Google Scholar

    [35]

    Nakhla D, Cotton J S 2021 Int. J. Heat Mass Transfer 167 120828Google Scholar

    [36]

    Luo K, Wu J, Pérez A T, Yi H L, Tan H P 2019 Phys. Rev. Fluids 4 083702Google Scholar

    [37]

    Huang R Z, Wu H Y 2015 J. Comput. Phys. 294 346Google Scholar

    [38]

    罗康 2017 博士学位论文 (哈尔滨: 哈尔滨工业大学)

    Luo K 2017 Ph. D. Dissertation (Haerbin: Harbin Institute of Technology) (in Chinese)

    [39]

    Chen S, Doolen G D 1998 Annu. Rev. Fluid Mech. 30 329Google Scholar

    [40]

    Wang L, Zhao Y, Yang X G, Shi B C, Chai Z H 2019 Appl. Math. Model. 71 31Google Scholar

    [41]

    黄昌盛, 张文欢, 侯志敏, 陈俊辉, 李明晶, 何南忠, 施保昌 2011 科学通报 56 2434Google Scholar

    Huang C S, Zhang W H, Hou Z M, Chen J H, Li M J, He N Z, Shi B C 2011 Chin. Sci. Bull. 56 2434Google Scholar

    [42]

    李洋, 苏婷, 梁宏, 徐江荣 2018 67 224701Google Scholar

    Li Y, Su T, Liang H, Xu J R 2018 Acta Phys. Sin. 67 224701Google Scholar

    [43]

    梁宏 2015 博士学位论文 (武汉: 华中科技大学)

    Liang H 2015 Ph. D. Dissertation (Wuhan: Huazhong University of Science and Technology) (in Chinese)

    [44]

    李庆, 余悦, 唐诗 2020 科学通报 65 1677Google Scholar

    Li Q, Yu Y, Tang S 2020 Chin. Sci. Bull. 65 1677Google Scholar

    [45]

    朱炼华, 郭照立 2015 计算物理 32 20Google Scholar

    Zhu L H, Guo Z L 2015 Chin. J. Comput. Phys. 32 20Google Scholar

    [46]

    刘高洁, 郭照立, 施保昌 2016 65 014702Google Scholar

    Liu G J, Guo Z L, Shi B C 2016 Acta Phys. Sin. 65 014702Google Scholar

    [47]

    吴健, 张蒙齐, 田方宝 2018 力学学报 50 1458Google Scholar

    Wu J, Zhang M Q, Tian F B 2018 Chin. J. Theor. Appl. Mech. 50 1458Google Scholar

    [48]

    Luo K, Wu J, Yi H L, Tan H P 2016 Phys. Rev. E 93 023309Google Scholar

    [49]

    Wang L, Wei Z C, Li T F, Chai Z H, Shi B C 2021 Appl. Math. Model 95 361Google Scholar

    [50]

    Guo Z L, Shi B C, Wang N C 2000 J. Comput. Phys. 165 288Google Scholar

    [51]

    Guo Z L, Zheng C G, Shi B C 2002 Phys. Rev. E 65 046308Google Scholar

    [52]

    Chai Z H, Shi B C 2008 Appl. Math. Model. 32 2050Google Scholar

    [53]

    Lu J H, Lei H Y, Dai C S 2019 Int. J. Therm. Sci. 135 17Google Scholar

    [54]

    Huang R Z, Wu H Y 2016 J. Comput. Phys. 315 65Google Scholar

    [55]

    Guo Z L, Zheng C G, Shi B C 2002 Phys. Fluids 14 2007Google Scholar

    [56]

    Huang R Z, Wu H Y, Cheng P 2013 Int. J. Heat Mass Transfer 59 295Google Scholar

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Metrics
  • Abstract views:  5601
  • PDF Downloads:  117
  • Cited By: 0
Publishing process
  • Received Date:  15 December 2020
  • Accepted Date:  01 March 2021
  • Available Online:  07 July 2021
  • Published Online:  20 July 2021

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