Abstract
This paper considers the two-level iterative finite element methods for the steady natural convection equations under some uniqueness conditions with the Simple-, Oseen- and Newton-type corrections. Firstly, the stability and convergence of the one-level iterative finite element methods are analyzed under some restrictions on physical parameters. Secondly, under the strong uniqueness condition, we develop the two-level finite element method with Simple, Oseen and Newton iterations of m times on the coarse mesh \(\tau _H\) with mesh size H, and then, the considered problem is linearized in three correction schemes with the Simple, Oseen and Newton corrections one time on the fine grid \(\tau _h\) with mesh size \(h\ll H\) based on the obtained iterative solutions. From the theoretical point of view, the results obtained by the two-level iterative methods have the same precision as those obtained by the one-level method which mesh sizes satisfy \(h={\mathcal {O}}(H^2)\) and the iterative steps are greater than some constants. Thirdly, the stability and convergence of one-level Oseen iterative scheme with respect to the mesh size and the iterative time m are provided under a weak uniqueness condition. Finally, some numerical experiments are designed to confirm the established theoretical findings and verify the performance of the proposed numerical schemes.
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References
Allard F, Ghiaus C (2016) Natural ventilation in the urban environment: assessment and design. CRC Press, Taylor & Francis Group
Ball FK (1956) The theory of strong katabatic winds. Aust J Physiother 9:373–386
Bi CJ, Wang C, Lin YP (2018) Two-grid finite element method and its a posteriori error estimates for a nonmonotone quasilinear elliptic problem under minimal regularity of data. Comput Math Appl 76:98–112
Boland J, Layton W (1990) Error analysis for finite element methods for steady natural convection problems. Numer Funct Anal Optim 11:449–483
Chassignet EP, Cenedese C, Verron J (2012) Buoyancy-driven flows. Cambridge University Press, Cambridge
Chen CJ, Liu W (2015) A two-grid finite volume element method for a nonlinear parabolic problem. Int J Numer Anal Model 12:197–210
Chen CJ, Zhang XY, Zhang GD, Zhang YY (2019) A two-grid finite element method for nonlinear parabolic integro-differential equations. Int J Comput Math 96:2010–2023
Chen CJ, Liu H, Zheng XC, Wang H (2020) A two-grid MMOC finite element method for nonlinear variable-order time-fractional mobile/immobile advection–diffusion equations. Comput Math Appl 79:2771–2783
Cibik A, Kaya S (2011) A projection-based stabilized finite element method for steady-state natural convection problem. J Math Anal Appl 381:469–484
de Vahl DD (1983) Natural convection of air in a square cavity: a benchmark solution. Int J Numer Methods Fluids 3:249–264
Dong XJ, He YN, Zhang Y (2014) Convergence analysis of three finite element iterative methods for the 2D/3D stationary incompressible magnetohydrodynamics. Comput Methods Appl Mech Eng 276:287–311
Du BB, Su HY, Feng XL (2015) Two-level variational multiscale method based on the decoupling approach for the natural convection problem. Int Commun Heat Mass Transf 61:128–139
Ge L, Niu HF, Zhou JW (2022) Convergence analysis and error estimate for distributed optimal control problems governed by Stokes equations with velocity-constraint. Adv Appl Math Mech 14:33–55
Gong YJ, Chen CJ, Lou YZ, Xue GY (2021) Crank–Nicolson method of a two-grid finite volume element algorithm for nonlinear parabolic equations. East Asian J Appl Math 11(3):540–559
He YN (2015) Stability and convergence of iterative methods related to viscosities for the 2D/3D steady Navier–Stokes equations. J Math Anal Appl 423:1129–1149
He YN, Li J (2009) Convergence of three iterative methods based on the finite element discretization for the stationary Navier–Stokes equations. Comput Methods Appl Mech Eng 198:1351–1359
He YN, Wang AW (2008) A simplified two-level for the steady Navier–Stokes equations. Comput Methods Appl Mech Eng 197:1568–1576
He YN, Zhang Y, Shang YQ, Xu H (2012) Two-level Newton iterative method for the 2D/3D steady Navier–Stokes equations. Numer Methods Partial Differ Equ 28:1620–1642
Hirota R (2004) The direct method in soliton theory. Cambridge University Press, Cambridge
Hooft G (1999) Quantum gravity as a dissipative deterministic system. Class Quantum Gravity 16(10):3263
Huang PZ, Feng XL, He YN (2013) Two-level defect-correction Oseen iterative stabilized finite element methods for the stationary Navier–Stokes equations. Appl Math Model 37:728–741
Huang PZ, Li WQ, Si ZY (2015) Several iterative schemes for the stationary natural convection equations at different Rayleigh numbers. Numer Methods Partial Differ Equ 31:761–776
Jiang JT, An J, Zhou JW (2023) A novel numerical method based on a high order polynomial approximation of the fourth order Steklov equation and its eigenvalue problems. Discrete Contin Dyn Syst B 28:50–69
Jiu QS, Miao CX, Wu JH, Zhang ZF (2012) The 2D incompressible Boussinesq equations with general critical dissipation. arXiv:1212.3227
John V, Kaya S, Layton W (2006) A two-level variational multiscale method for convection-dominated convection-diffusion equations. Comput Methods Appl Mech Eng 195:4594–4603
Katsuhiro N (1995) Quantum chaos. Cambridge University Press, Cambridge
Layton W, Leferink W (1995) Two-level Picard and modified Picard methods for the Navier–Stokes equations. Appl Math Comput 69:263–274
Layton W, Meir AJ, Schmidt PG (1997) A two level discretization method for the stationary MHD equations. Electron Trans Numer Anal 6:198–210
Liu Y, Du YW, Li H, He S, Gao W (2015) Finite difference/finite element method for a nonlinear time-fractional fourth-order reactionCdiffusion problem. Comput Math Appl 70(4):573–591
Liu H, Zheng XC, Chen CJ, Wang H (2021) A characteristic finite element method for the time-fractional mobile/immobile advection diffusion model. Adv Comput Math 47:41
Luo ZD (2006) The bases and applications of mixed finite element methods. Science Press, Beijing ((in Chinese))
Luo Z, Zhu J, Xie Z, Zhang G (2003) A difference scheme and numerical simulation based on mixed finite element method for natural convection problem. Appl Math Mech (English Edition) 24:973–983
Manzari MT (1999) An explicit finite element algorithm for convective heat transfer problems. Int J Numer Methods Heat Fluid Flow 9:860–877
Massarotti N, Nithiarasu P, Zienkiewicz OC (1998) Characteristic-based-split (CBS) algorithm for incompressible flow problems with hear transfer. Int J Numer Methods Heat Fluid Flow 8:969–990
Niu HF, Yang DP, Zhou JW (2018) Numerical analysis of an optimal control problem governed by the stationary Navier–Stokes equations with global velocity-constrained. Commun Comput Phys 24:1477–1502
Qiu WL, Xu D, Guo J, Zhou J (2020) A time two-grid algorithm based on finite difference method for the two-dimensional nonlinear time-fractional mobile/immobile transport model. Numer Algorithms 85(1):39–58
Sermane M, Temam R (1983) Some mathematical questions related to the MHD equations. Commun Pure Appl Math 36:635–664
Si ZY, Shang YQ, Zhang T (2011) New one- and two-level Newton iterative mixed finite element methods for stationary conduction–convection problems. Finite Elem Anal Des 47:175–183
Si ZY, He YN, Wang K (2011) A defect-correction method for unsteady conduction–convection problems I: spatial discretization. Sci China Math 54:185–204
Si ZY, He YN, Zhang T (2012) A defect-correction method for unsteady conduction–convection problems II: time discretization. J Comput Appl Math 236:2553–2573
Su HY, Zhao JP, Gui DW, Feng XL (2014) Two-level defect-correction Oseen iterative stabilized finite element method for the stationary conduction–convection equations. Int Commun Heat Mass Transf 56:133–145
Tao ZZ, Zhang T (2015) Stability and convergence of two-level iterative methods for the stationary incompressible magnetohydrodynamics with different Reynolds numbers. J Math Anal Appl 428:627–652
Temam R (1984) Navier–Stokes equations, theory and numerical analysis, 3rd edn. North-Holland, Amsterdam
Touma JS, William MC, Thistle H, Zapert JG (1995) Performance evaluation of dense gas dispersion models. J Appl Meteorol Climatol 34:603–615
Wan DC, Patnaik BSV, Wei GW (2001) A new benchmark quality solution for the buoyancy driven cavity by discrete singular convolution. Numer Heat Transf Part B 40:199–228
Wang L, Li J, Huang PZ (2018) An efficient iterative algorithm for the natural convection equations based on finite element method. Int J Numer Methods Heat Fluid Flow 28:584–605
Wu JH (2012) The 2D incompressible Boussinesq equations. Peking University Summer School Lecture Notes, Beijing, July 23-August 3
Xu JC (1994) A novel two-grid method for semi-linear elliptic equations. SIAM J Sci Comput 15:231–237
Xu JC (1996) Two-grid discretization techniques for linear and nonlinear PDEs. SIAM J Numer Anal 33:1759–1777
Yang JT, Zhang T (2020) Stability and convergence of iterative finite element methods for the thermally coupled incompressible MHD flow. Int J Numer Methods Heat Fluid Flow 30:5103–5141
Yang JJ, He YN, Zhang GD (2018) On an efficient second order backward difference Newton scheme for MHD system. J Math Anal Appl 458:676–714
Zhang GD, He YN, Yang D (2014) Analysis of coupling iterations based on the finite element method for stationary magnetohydrodynamics on a general domain. Comput Math Appl 68:770–788
Zhang YZ, Hou YR, Zheng HB (2014) A finite element variational multiscale method for steady-state natural convection problem based on two local Gauss integrations. Numer Methods Partial Differ Equ 30:361–375
Zhang T, Zhao X, Huang PZ (2015) Decoupled two level finite element methods for the steady natural convection problem. Numer Algorithms 68:837–866
Zhang T, Feng XL, Yuan JY (2016) Implicit–explicit schemes of finite element method for the non-stationary thermal convection problems with temperature-dependent coefficients. Int Commun Heat Mass Transf 76:325–336
Zhang GD, Yang JJ, Bi CJ (2018) Second order unconditionally convergent and energy stable linearized scheme for MHD equations. Adv Comput Math 44:505–540
Zhou JW, Jiang ZW, Xie HT, Niu HF (2020) The error estimates of spectral methods for 1-dimension singularly perturbed problem. Appl Math Lett 100:106001
Zhou JW, Li HY, Zhang ZZ (2022) A posteriori error estimates of spectral approximations for second order partial differential equations in spherical geometries. J Sci Comput 90:56. https://doi.org/10.1007/s10915-021-01696-5
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Communicated by Frederic Valentin.
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This work was supported by National Natural Science Foundation of China (nos. 11971152, 12271468), Shandong Province Natural Science Foundation (nos. ZR2021ZD03, ZR2021MA010 ) and the Natural Science Foundation of Henan Province (no. 202300410167)
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Zhang, H., Chen, C. & Zhang, T. Two-level iterative finite element methods for the stationary natural convection equations with different viscosities based on three corrections. Comp. Appl. Math. 42, 11 (2023). https://doi.org/10.1007/s40314-022-02147-z
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DOI: https://doi.org/10.1007/s40314-022-02147-z