Abstract
The main purpose of this paper is to study the initial layer problem and the infinite Prandtl number limit of Rayleigh-Bénard convection with an ill prepared initial data. We use the asymptotic expansion methods of singular perturbation theory and the two-time-scale approach to obtain an exact approximating solution and the convergence rates
1 Introduction
In atmospheric and oceanographic sciences, fluid phenomena with heat transfer has been extensively studied in a large variety of contexts, see, for instance, [1, 4]. The thermal convection of a fluid powered by the difference of temperature between two horizontal parallel plates, known as Rayleigh-Bénard convection see [2, 4, 5, 6, 7, 8, 9, 10], obeys the rotating Boussinesq system:
where T2>T1, u is the vector velocity field of the fluid, p represents the scalar pressure, Ω is the rotation rate, and e3 is the unit upward vector. As usual, e3:=(0,0,1), ν is the kinematic viscosity, g is the gravity acceleration constant, α is the thermal expansion coefficient, T is the scalar temperature field of the fluid, and κ is the thermal diffusion coefficient. Here we also impose the periodic boundary conditions in the horizontal directions for simplicity.
This system with rotation is a dynamic model having 3D incompressible Navier-Stokes equations via a buoyancy force proportional to temperature coupled with the heat advection-diffusion of the temperature [5,10, 11, 12, 13].
We can use the Boussinesq approximation and non-dimensionalization to obtain the simplification of Boussinesq system, namely,
with the boundary and initial conditions:
where
This system is different from the nondimensional form in [12,13]. Encouraged by the results on the global existence and the regularities of the suitable weak solution in [12,13], and the related models, see [2,5,7,10,14, 15, 16, 17, 18], this system has also suitable weak solution by adopting Galerkin approximation method.
By using the asymptotic expansion methods of the singular perturbation theory and the Stokes operator [9,19,20,21,22], we construct an exact approximating solution and study the infinite Prandtl number limit Pr→∞ (i.e., ε→0), of Rayleigh-Bénard convection (1.1)-(1.6).
The main purpose of this paper is to show that the solutions of Boussinesq system for Rayleigh-Bénard convection converge to those of the infinite Prandtl number limit Pr→∞ (i.e., ε→0) model. It is a singular perturbation problem.
The rest of this paper is outlined as follows. The derivation of initial layer is stated in Section 2. The main convergence results are stated in section 3. The approximating solution is constructed and the properties of approximating solution are showed in section 4. The proofs of main convergence results are showed in Section 5. The conclusion is stated in Section 6.
2 The derivation of initial layer
In this section, formally, when ε=0, the 3-D Boussinesq system (1.1)-(1.4) turn into:
for (x,y,z,t)∈Q×(0,S), S>0.
Then we impose the initial condition of TO,0 as follws:
where
We now turn to derive the boundary conditions of TO,0.
Restricting (2.3) to z=0,1, one gets
Thus, plugging (2.4) into (2.6), we have
Due to the compatibility conditions, we deduce from (1.5), (1.6) and (3.1) (see below section 3) that,
In view of (2.5), (2.7) and (2.8), one gets
By comparing (1.5) with (2.9), a boundary layer of the the scalar temperature does not occur.
On the other hand, restricting (2.1), (2.2) and (2.4) to t=0, one gets
The equation (2.10) is a stationary Stokes equation with rotation, we solve (2.10), (2.11) and (2.12) and know that the value uO,0(t=0) is determined by the initial data TO,0(t=0) of the temperature. But
Thus, an initial layer occurs. We observe that the infinite Prandtl number limit of the Boussinesq system only has an initial layer, which is a singular perturbation problem.
Meanwhile, we get the infinite Prandtl number limit of the Boussinesq system as (2.1)-(2.5), namely,
3 Main convergence results
Assume that the initial data have an expansion up to the 1st order as follows
where
for some positive constant C independent of ε.
Theorem 3.1
Assume that (3.1) holds. Also, assume that
where H1(Q)=W1,2(Q), for some positive constant C independent of ε.
Remark 3.2
The functions
Remark 3.3
By standard method [20,23,24], we also formulate any mth, m=0,1,2,..., order compatibility conditions.
Remark 3.4
Due to the assumption (3.2), we can get the optimal convergence rate by adding assumption
Then we have the following theorem.
Theorem 3.5
Let the assumptions of Theorem 3.1 hold. Furthermore, assume that (3.5) hold. Then, as ε→+∞, for any 0<S<∞, we arrive the following convergence:
for some positive constant C independent of ε, where
Remark 3.6
The functions uO,0, TI,1, uI,0, TO,1, TO,0, uI,1 are given in Section 4.
4 Approximating solutions and the properties
In this section, we carry out the method of matched asymptotic expansions [25,26] and the two-time-scale approach [2,26]. We construct the approximating solution including the outer one away from t=0 and the initial layer expansion near t=0. We also derive the corresponding properties of this approximating solution.
Let uε,Tε,pε be the global weak solution to (1.1)-(1.6) in the Leray’s sense. It is easy to see that
where ε is the length of the initial layers,
We seek for the solutions of the system (1.1)-(1.6) having the approximating expansions as follows:
We discuss in detail the construction of the outer and initial layer functions here as
4.1 Outer functions
Away from the initial time t=0, the solution to the system (1.1)-(1.5) are expected to be the following expansions
with (uO,i,pO,i,TO,i)(x,y,z,t) to be determined later.
Inserting (4.3) into the system (1.1)-(1.5), then by direct calculation and the matched asymptotic expansions, some equations do not hold and need to be added remainders as
where the remainders
for any fixed S>0 and any s≥1.
Now, we first consider the coefficient of leading order O(ε0) in the outer equations. We set the coefficient of O(ε0) in the system (4.4)-(4.6) as zero and use the boundary conditions (4.7)-(4.8) and the initial data (2.5).
At leading order, (uO,0,pO,0,TO,0) satisfy infinite Prandtl number system (2.1)-(2.5), namely,
Similarly, we consider the coefficient of the first order O(ε1) in the outer equations. We set the coefficient of O(ε1) in the system (4.4)-(4.6) as zero and use the boundary conditions (4.7)-(4.8).
At first order, (uO,1,pO,1,TO,1) satisfy the following system:
where TI,1(τ=0) will be determined later (see below (4.31)). The proof of (4.14) is complete by the initial data (3.1) (see below (4.33)).
The infinite Prandtl number rotating system (2.1)-(2.5) has stationary Stokes equations via a buoyancy force proportional to temperature coupled with heat advection of the temperature. The linearized infinite Prandtl number type rotating system (4.10)-(4.14) has Stokes equations via a buoyancy force proportional to temperature coupled with linearized heat advection of the temperature. Therefore, the existence of the smooth solutions is the same as the incompressible Stokes equations. We find that:
Proposition 4.1
Assume that
Proof
The proof of Proposition 4.1 is elementary and we omit it.
Now we turn to the construction of the initial layer functions.
4.2 Initial layer functions
Near t=0, we will approximate the solution uniformly up to t=0 by the two-scale expansions (4.2)
where
Inserting (4.2) into the system (1.1)-(1.6), due to the matched asymptotic expansions, some equations do not hold by direct calculation and need to be added remainders as
We use the Taylor series expansion
Now we compare the coefficients of O(εi), i≥0 in the resulting system and derive the systems satisfying the initial layer functions.
First taking the coefficient of O(ε−1) in (4.18) as zero, we find ∂τTI,0=0, which, together with TI,0(τ→+∞)=0 in (4.15), one yields
this show that the temperature has no zero order initial layer.
Then, setting the coefficients of O(ε0) in (4.16)-(4.18) as zero, using (4.24) and requiring that the approximating solution satisfies the boundary and initial conditions (4.19) and (4.22), the initial layer functions (uI,0,pI,0,TI,0) satisfy the system as
Now, we turn to derive the initial and boundary conditions of TI,1.
Using (4.27) and the decay condition TI,1(τ→+∞)=0 in (4.15), one gets
In fact, we restrict (4.30) to τ=0, and replace the right term of result by
We restrict (4.30) to z=0,1 and by using the boundary condition (4.28) we get
Moreover, we deduce the initial condition (3.15) from (3.1) and (4.23) that
So, (uI,0,pI,0,TI,0) satisfy the system (4.24)-(4.26), (4.28) and (4.29) as
Similarly, setting the coefficients of O(ε1) in (4.16), (4.17), (4.19) and (4.22) as zero, and using the above method, we have
So, (uI,1,pI,1,TI,1) satisfy the system (4.27) and (4.34)-(4.37) as
Now we turn to state the exponentially decay properties of the initial layer functions.
Proposition 4.2
Let the assumptions of Theorem 3.1 hold. Then there exist a unique and smooth solution (uI,0,pI,0) to the system (4.24)-(4.26), (4.28) and (4.29) and a unique and smooth solution (uI,1,pI,1,TI,1) to the system (4.27) and (4.34)-(4.37) satisfying the exponential decay to zero as τ→∞ , namely,
for some positive constants C,β and any s≥1.
Proof
The proof of Proposition 4.2 is elementary, see [18].
We summarize the approximating solution in the next subsection.
4.3 Approximating solution
With outer functions and initial layer functions defined in section 4.1 and 4.2, one gets
where the remainders
Hence, the previous computations show that
where the remainders
for some positive constant C and β and for any t∈[0,S] and any fixed S>0. The estimate (4.50) can easily be obtained by the definitions of
We now turn to the proofs of convergence results.
5 The proofs of main convergence results
Without loss of generality, we denote C by a positive generic constant independent of ε. Noting that C may depend upon S for any fixed S>0. Let t∈[0,S]. We use the standard L2-energy method to prove Theorems 3.1 and 3.5.
5.1 The proof of Theorem 3.1
In this subsection we assume that (3.1) holds and define error functions
Step 1. Combining (1.1)-(1.6) and (4.43)-(4.49),
Step 2. Taking the L2-inner product of temperature error equation (5.3) with
We first estimate I1 by Green’s first formula and the boundary condition (5.5). We have that
where Γ is the boundary surface.
Next, we estimate the integral term I2 by virtue of Hӧlder inequality, Young inequality and the estimates (4.9), (4.50). We get that
Here η1 is a small constant, C(η1)>0 is a constant, independent of ε. We have used the estimate
Then, we estimate the integral term I3 by divergence formula, divergence theorem, (4.44) and the boundary condition (4.46), (5.5) as follows
Similarly, we estimate the last integral term I4 by using same method in estimating I3. We obtain that
where we have used Hӧlder inequality, Young inequality, the properties of the approximating solution, (5.2) and (5.5). η2 is a small constant, C(η2)>0 is a constant, independent of ε.
Finally, inserting the estimates derived in (5.8)-(5.11) into (5.7) leads to the inequality
With the help of Poincaré inequality and taking η1 to be sufficiently small but independent of ε, one gets
Step 3. Similarly, testing the velocity equation (5.1) by
First, we deal with the left-hand side terms of (5.13) by divergence formula, divergence theorem, the approximating solution’s property (4.38), (4.44), (5.2) and the boundary condition (4.46), (5.4).
Next, we deal with the right-hand side terms of (5.13) as follows:
where we use
and
where we have used Hӧlder inequality, Young inequality and the estimates (4.9), (4.50). Here ηi>0,i=3,4 is a small constant, C(ηi)>0 is a constant, independent of ε.
Then, putting the above derivation equations into (5.13), we obtain that
With the help of the Poincaré inequality, restricting ε to be sufficiently small such that
that is,
i.e.,
Integrating (5.15) with respect to t over [0,t] for any t∈[0,S] and any fixed S>0, one gets
Step 4. Then, combing (5.12) and (5.14), using the Poincaré inequality and restricting η2 to be sufficiently small independent of ε yield
where
So,
Using Gronwall’s lemma and the assumption (3.2) yield
where we have used the estimate
We deduce from (5.18) that
and
Inserting (5.19) into (5.16) yields
Inserting (5.18) into (5.17) and integrating (5.17) with respect to t over [0,t] for any t∈[0,S] any fixed S>0 yield
So that,
and
Here H1(Q)=W1,2(Q), the estimates (5.19)-(5.22) yield to (3.3)-(3.5) in Theorem 3.1.
The proof of Theorem 3.1 is complete.
Obviously, the convergence rate
5.2 The proof of Theorem 3.5
First we assume that (3.1) and (3.6) hold.
Step 1. We cancel the order O(ε) term of (4.42) to get the optimal convergence rate, and regard new result as
We define TI,2 to be the solution of the system (3.8)-(3.9), which can be solved by
Thus,
In fact, the assumption (3.6) and the definition (4.30) of TI,1 give
which, together with (5.23) and the boundary condition (uI,0,uI,1)|z=0,1=0, yields to the boundary condition (5.24).
By the exponential decay of the initial layer functions (uI,0,uI,1,TI,1), it follows that
for some positive constants C,Γ and any s≥1.
Step 2. Now set
Then
Step 3. Using the decay property (5.25) of TI,2 and the definition of
where the estimate (5.32) is much better than the estimate in (5.9).
Now we use the estimate (5.32) in subsection 5.1, and can derive the optimal convergence rate O(ε2) in Theorem 3.5 by using the method in the proof of Theorem 3.1.
The proof of Theorem 3.5 is complete.
Conclusion
In this paper, we have used matched asymptotic expansion analysis to study the Boussinesq system for Rayleigh-Bénard convection with infinite Prandtl number limit, which involves initial layers. It is a singular perturbation problem. We have derived the convergence of the solution of the Boussinesq system for Rayleigh-Bénard convection to that of the infinite Prandtl number limit system by adopting the effective approximating expansion.
The boundary value of the limit limε→0(uε,Tε) are not equal to (uO,0,TO,0), due to the initial and boundary conditions effect, the boundary layer occurs. This need an extra correction term of boundary layer with two fast variables. We will discuss it in the future.
The initial data satisfies a higher order correction in powers of ε, then the similar higher-order correction result in powers of ε can be obtained in the same way. We leave it for further investigation.
Acknowledgement
This work is supported by National Natural Science Foundation of China (No. 11771031, 11531010) and by Natural Science Fund of Qinghai Province (2017-ZJ-908).
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- Linearity in decimation-based generators: an improved cryptanalysis on the shrinking generator
- On dynamic network security: A random decentering algorithm on graphs
Articles in the same Issue
- Regular Articles
- Algebraic proofs for shallow water bi–Hamiltonian systems for three cocycle of the semi-direct product of Kac–Moody and Virasoro Lie algebras
- On a viscous two-fluid channel flow including evaporation
- Generation of pseudo-random numbers with the use of inverse chaotic transformation
- Singular Cauchy problem for the general Euler-Poisson-Darboux equation
- Ternary and n-ary f-distributive structures
- On the fine Simpson moduli spaces of 1-dimensional sheaves supported on plane quartics
- Evaluation of integrals with hypergeometric and logarithmic functions
- Bounded solutions of self-adjoint second order linear difference equations with periodic coeffients
- Oscillation of first order linear differential equations with several non-monotone delays
- Existence and regularity of mild solutions in some interpolation spaces for functional partial differential equations with nonlocal initial conditions
- The log-concavity of the q-derangement numbers of type B
- Generalized state maps and states on pseudo equality algebras
- Monotone subsequence via ultrapower
- Note on group irregularity strength of disconnected graphs
- On the security of the Courtois-Finiasz-Sendrier signature
- A further study on ordered regular equivalence relations in ordered semihypergroups
- On the structure vector field of a real hypersurface in complex quadric
- Rank relations between a {0, 1}-matrix and its complement
- Lie n superderivations and generalized Lie n superderivations of superalgebras
- Time parallelization scheme with an adaptive time step size for solving stiff initial value problems
- Stability problems and numerical integration on the Lie group SO(3) × R3 × R3
- On some fixed point results for (s, p, α)-contractive mappings in b-metric-like spaces and applications to integral equations
- On algebraic characterization of SSC of the Jahangir’s graph 𝓙n,m
- A greedy algorithm for interval greedoids
- On nonlinear evolution equation of second order in Banach spaces
- A primal-dual approach of weak vector equilibrium problems
- On new strong versions of Browder type theorems
- A Geršgorin-type eigenvalue localization set with n parameters for stochastic matrices
- Restriction conditions on PL(7, 2) codes (3 ≤ |𝓖i| ≤ 7)
- Singular integrals with variable kernel and fractional differentiation in homogeneous Morrey-Herz-type Hardy spaces with variable exponents
- Introduction to disoriented knot theory
- Restricted triangulation on circulant graphs
- Boundedness control sets for linear systems on Lie groups
- Chen’s inequalities for submanifolds in (κ, μ)-contact space form with a semi-symmetric metric connection
- Disjointed sum of products by a novel technique of orthogonalizing ORing
- A parametric linearizing approach for quadratically inequality constrained quadratic programs
- Generalizations of Steffensen’s inequality via the extension of Montgomery identity
- Vector fields satisfying the barycenter property
- On the freeness of hypersurface arrangements consisting of hyperplanes and spheres
- Biderivations of the higher rank Witt algebra without anti-symmetric condition
- Some remarks on spectra of nuclear operators
- Recursive interpolating sequences
- Involutory biquandles and singular knots and links
- Constacyclic codes over 𝔽pm[u1, u2,⋯,uk]/〈 ui2 = ui, uiuj = ujui〉
- Topological entropy for positively weak measure expansive shadowable maps
- Oscillation and non-oscillation of half-linear differential equations with coeffcients determined by functions having mean values
- On 𝓠-regular semigroups
- One kind power mean of the hybrid Gauss sums
- A reduced space branch and bound algorithm for a class of sum of ratios problems
- Some recurrence formulas for the Hermite polynomials and their squares
- A relaxed block splitting preconditioner for complex symmetric indefinite linear systems
- On f - prime radical in ordered semigroups
- Positive solutions of semipositone singular fractional differential systems with a parameter and integral boundary conditions
- Disjoint hypercyclicity equals disjoint supercyclicity for families of Taylor-type operators
- A stochastic differential game of low carbon technology sharing in collaborative innovation system of superior enterprises and inferior enterprises under uncertain environment
- Dynamic behavior analysis of a prey-predator model with ratio-dependent Monod-Haldane functional response
- The points and diameters of quantales
- Directed colimits of some flatness properties and purity of epimorphisms in S-posets
- Super (a, d)-H-antimagic labeling of subdivided graphs
- On the power sum problem of Lucas polynomials and its divisible property
- Existence of solutions for a shear thickening fluid-particle system with non-Newtonian potential
- On generalized P-reducible Finsler manifolds
- On Banach and Kuratowski Theorem, K-Lusin sets and strong sequences
- On the boundedness of square function generated by the Bessel differential operator in weighted Lebesque Lp,α spaces
- On the different kinds of separability of the space of Borel functions
- Curves in the Lorentz-Minkowski plane: elasticae, catenaries and grim-reapers
- Functional analysis method for the M/G/1 queueing model with single working vacation
- Existence of asymptotically periodic solutions for semilinear evolution equations with nonlocal initial conditions
- The existence of solutions to certain type of nonlinear difference-differential equations
- Domination in 4-regular Knödel graphs
- Stepanov-like pseudo almost periodic functions on time scales and applications to dynamic equations with delay
- Algebras of right ample semigroups
- Random attractors for stochastic retarded reaction-diffusion equations with multiplicative white noise on unbounded domains
- Nontrivial periodic solutions to delay difference equations via Morse theory
- A note on the three-way generalization of the Jordan canonical form
- On some varieties of ai-semirings satisfying xp+1 ≈ x
- Abstract-valued Orlicz spaces of range-varying type
- On the recursive properties of one kind hybrid power mean involving two-term exponential sums and Gauss sums
- Arithmetic of generalized Dedekind sums and their modularity
- Multipreconditioned GMRES for simulating stochastic automata networks
- Regularization and error estimates for an inverse heat problem under the conformable derivative
- Transitivity of the εm-relation on (m-idempotent) hyperrings
- Learning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operator
- Simultaneous prediction in the generalized linear model
- Two asymptotic expansions for gamma function developed by Windschitl’s formula
- State maps on semihoops
- 𝓜𝓝-convergence and lim-inf𝓜-convergence in partially ordered sets
- Stability and convergence of a local discontinuous Galerkin finite element method for the general Lax equation
- New topology in residuated lattices
- Optimality and duality in set-valued optimization utilizing limit sets
- An improved Schwarz Lemma at the boundary
- Initial layer problem of the Boussinesq system for Rayleigh-Bénard convection with infinite Prandtl number limit
- Toeplitz matrices whose elements are coefficients of Bazilevič functions
- Epi-mild normality
- Nonlinear elastic beam problems with the parameter near resonance
- Orlicz difference bodies
- The Picard group of Brauer-Severi varieties
- Galoisian and qualitative approaches to linear Polyanin-Zaitsev vector fields
- Weak group inverse
- Infinite growth of solutions of second order complex differential equation
- Semi-Hurewicz-Type properties in ditopological texture spaces
- Chaos and bifurcation in the controlled chaotic system
- Translatability and translatable semigroups
- Sharp bounds for partition dimension of generalized Möbius ladders
- Uniqueness theorems for L-functions in the extended Selberg class
- An effective algorithm for globally solving quadratic programs using parametric linearization technique
- Bounds of Strong EMT Strength for certain Subdivision of Star and Bistar
- On categorical aspects of S -quantales
- On the algebraicity of coefficients of half-integral weight mock modular forms
- Dunkl analogue of Szász-mirakjan operators of blending type
- Majorization, “useful” Csiszár divergence and “useful” Zipf-Mandelbrot law
- Global stability of a distributed delayed viral model with general incidence rate
- Analyzing a generalized pest-natural enemy model with nonlinear impulsive control
- Boundary value problems of a discrete generalized beam equation via variational methods
- Common fixed point theorem of six self-mappings in Menger spaces using (CLRST) property
- Periodic and subharmonic solutions for a 2nth-order p-Laplacian difference equation containing both advances and retardations
- Spectrum of free-form Sudoku graphs
- Regularity of fuzzy convergence spaces
- The well-posedness of solution to a compressible non-Newtonian fluid with self-gravitational potential
- On further refinements for Young inequalities
- Pretty good state transfer on 1-sum of star graphs
- On a conjecture about generalized Q-recurrence
- Univariate approximating schemes and their non-tensor product generalization
- Multi-term fractional differential equations with nonlocal boundary conditions
- Homoclinic and heteroclinic solutions to a hepatitis C evolution model
- Regularity of one-sided multilinear fractional maximal functions
- Galois connections between sets of paths and closure operators in simple graphs
- KGSA: A Gravitational Search Algorithm for Multimodal Optimization based on K-Means Niching Technique and a Novel Elitism Strategy
- θ-type Calderón-Zygmund Operators and Commutators in Variable Exponents Herz space
- An integral that counts the zeros of a function
- On rough sets induced by fuzzy relations approach in semigroups
- Computational uncertainty quantification for random non-autonomous second order linear differential equations via adapted gPC: a comparative case study with random Fröbenius method and Monte Carlo simulation
- The fourth order strongly noncanonical operators
- Topical Issue on Cyber-security Mathematics
- Review of Cryptographic Schemes applied to Remote Electronic Voting systems: remaining challenges and the upcoming post-quantum paradigm
- Linearity in decimation-based generators: an improved cryptanalysis on the shrinking generator
- On dynamic network security: A random decentering algorithm on graphs