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Philosophical transactions. Series A, Mathematical, physical, and engineering sciences logoLink to Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
. 2022 Sep 26;380(2236):20210351. doi: 10.1098/rsta.2021.0351

On solutions for a generalized Navier–Stokes–Fourier system fulfilling the entropy equality

Anna Abbatiello 1, Miroslav Bulíček 2,, Petr Kaplický 2
PMCID: PMC9510037  PMID: 36154471

Abstract

We consider a flow of a non-Newtonian heat conducting incompressible fluid in a bounded domain subjected to the homogeneous Dirichlet boundary condition for the velocity field and the Dirichlet boundary condition for the temperature. In three dimensions, for a power-law index greater or equal to 11/5, we show the existence of a solution fulfilling the entropy equality. The entropy equality can be formally deduced from the energy equality by renormalization. However, such a procedure can be justified by the DiPerna–Lions theory only for p>5/2. The main novelty is that we do not renormalize the temperature equation, but rather construct a solution which fulfils the entropy equality.

This article is part of the theme issue ‘Non-smooth variational problems and applications’.

Keywords: incompressible fluid, heat conducting fluid, stability, inhomogeneous temperature, non-Newtonian fluid, entropy equality, renormalized solution

1. Formulation of the problem

We study the generalized Navier–Stokes–Fourier system

tv+div(vv)divS+π=0, 1.1a
divv=0, 1.1b
andt(cνϑ)+div(cνϑv)+divq=S:Dv, 1.1c

in Q:=(0,T)×Ω(0,+)×R3 with Ω being an open, connected bounded set with Lipschitz boundary. The system (1.1a)–(1.1c) is completed by the following boundary conditions:

v=0,ϑ=ϑbon(0,T)×Ω, 1.2

where the function ϑb=ϑb(x) is a non-trivial function of the position, and the initial conditions are given as follows:

v=v0,ϑ=ϑ0in{0}×Ω. 1.3

Here, v:QR3 denotes the velocity field, Dv:=(v+(v)t)/2 is the symmetric part of the velocity gradient v, π:QR is the pressure, ϑ:QR is the temperature, S:QRsym3×3 denotes the viscous part of the Cauchy stress tensor and q:QR3 is the heat flux.

Concerning the material parameters, the constant cν>0 in (1.1c) denotes the heat capacity and, for simplicity and without losing the generality, we set cν1 in what follows. The heat flux q is represented by the Fourier law:

q=κ(ϑ)ϑ, 1.4

with the heat conductivity κ:R(0,+) being a continuous function of the temperature satisfying, for all ϑ(0,+) and for some 0<κ_,κ¯<+,

0<κ_κ(ϑ)κ¯<+. 1.5

We assume that S=S(ϑ,Dv), where S:(0,)×Rsym3×3Rsym3×3 is a continuous mapping fulfilling for some p11/5, some 0<ν_, ν¯<+ and for all ϑR+, D1,D2Rsym3×3

(S(ϑ,D1)S(ϑ,D2)):(D1D2)0 1.6a

and

S(ϑ,D1):D1ν_|D1|pν¯,|S(ϑ,D1)|ν¯(1+|D1|)p1,S(ϑ,0)=0. 1.6b

Note that the prototypic relation Sν(ϑ)|Dv|p2Dv falls into the class (1.6). Also to simplify further the notation and assumptions, we introduce a unique ϑ^, which is a solution to

div(κ(ϑ^)ϑ^)=0in Ω,ϑ^=ϑbon Ω, 1.7

and prescribe all assumptions in terms of ϑ^.

The key motivation of this article is the qualitative analysis of the system (1.1). More precisely, in a three-dimensional setting, the existence of a weak solution to (1.1) was firstly proved for p11/5 in [1], see also the related work [2]. Later, for p(9/5,11/5) and slightly different boundary conditions, the existence of a weak solution was established in [3], and see also [4] for a more complicated model, with one proviso. The identity (1.1c) was replaced by the inequality, which in terms of the entropy

η=logϑ 1.8

can be rewritten into the so-called entropy inequality:

tη+div(ηv)+div(qϑ)S:Dvϑ+κ(ϑ)|ϑ|2ϑ2. 1.9

A natural question, one may ask, is how regular is the solution (ϑ,v). However, looking on equation (1.1c), we see that system (1.1) has the so-called critical growth on the right-hand side, and there is no a priori regularity theory available. The main reason is that the right-hand side of (1.1c) is just integrable. On the other hand, it seems to be extremely important to justify certain renormalization of equation (1.1c) since the renormalized solution can typically have better properties on one hand and on the other hand one may use the renormalization to rigorously justify arguments based on the notion of classical solution, e.g. when studying the stability theory, see [5]. Unfortunately, the classical technique of DiPerna and Lions, see ([6], Lemma II.1 and Theorem II.1), can be used only for p>52 here. Therefore, for p[11/5,5/2], we need to change the methods and results used in [1,3,7] significantly. Thus, our main goal is to prove the existence of a weak solution, which satisfies (1.9) with the equality sign and also to show that the temperature is continuous with respect to time into the topology of L1(Ω), which is the natural function space. Then, inspired by [5], we know that one can renormalize (1.9) by a properly chosen set of functions. Indeed, in the standard approach of renormalization, based just on (1.1c), one needs (due to the commutator lemma) that ϑLp(Q). Unfortunately, this is true only for p>52. Therefore, we introduce (1.9) with equality sign, and then to renormalize it, one just requires ηLp(Q), which is true for any p>1. Our result can be understood as a starting point and the cornerstone of further analysis, which in principle requires very special test functions, e.g. the regularity theory, the stability theory and so on, in various models of incompressible heat conducting fluids. Note that the bound p115 then does not come from the heat equation but is a consequence of the structure of (1.1a) and is closely related to the difference of a notion of solution introduced in [1,7]. More precisely, for our theory, it is necessary to obtain at least weak sequential compactness of the term S:Dv arising on the right-hand side of (1.1c), which is known only in the case p115.

2. Rigorous statement of the main result

In what follows, we use the standard notation for the Lebesgue, the Sobolev and the Bochner spaces and endow them with standard norms. The symbol C0 is reserved for smooth compactly supported functions, and the function spaces related to the incompressible setting are denoted by W0,div1,p:={vW01,p(Ω;R3);divv=0} and L0,div2 denotes the closure of W0,div1,2 in L2 topology. Duality pairing between W0,div1,p and their duals is denoted ,.

Next, we postulate the assumptions on data. Recall, we assume that q and S satisfy (1.4)–(1.6). For initial and boundary data, we consider

v0L0,div2,ϑ0L1(Ω),ϑ^W1,2(Ω)L(Ω), 2.1

where ϑ^ is the solution to (1.7). Hence, we transferred all assumptions on the boundary behaviour of ϑb to the uniquely defined ϑ^. Finally, we suppose that

μ:=min{essinfxΩϑ^(x),essinfxΩϑ0(x)}>0. 2.2

The main result of this article is presented as follows.

Theorem 2.1 (Existence of a solution fulfilling entropy equality). —

Let ΩR3 be a bounded domain with Lipschitz boundary. Assume that S and κ satisfy (1.5)–(1.6) with p11/5. Then for any data v0,ϑ0,ϑ^ fulfilling (2.1)–(2.2), there exists a quadruplet (v,S,ϑ,η) such that

vC([0,T];L0,div2)Lp(0,T;W0,div1,p), 2.3
tvLp(0,T;(W0,div1,p)),SLp(Q;R3×3), 2.4
ϑC([0,T];L1(Ω)),(ϑ)αL2(0,T;W1,2(Ω))for anyα(0,12), 2.5
ϑLr(Q)for anyr[1,53), 2.6
ϑϑ^Ls(0,T;W01,s(Ω))for anys[1,54) 2.7
andηL2(0,T;W1,2(Ω))Lq(Q)for anyq[1,+), 2.8

and satisfying (1.1) and (1.9) in the following sense:

  • Momentum equation: The Cauchy stress is of the form S=S(ϑ,Dv) a.e. in Q, the initial datum fulfils v(0)=v0 and for all wLp(0,T;W0,div1,p)
    0Ttv,wdt+0TΩS:Dwdxdt=0TΩ(vv):Dwdxdt. 2.9
  • Internal energy balance: Temperature satisfies the minimum principle ϑμ a.e. in Q, the initial condition fulfils ϑ(0)=ϑ0 and for all φC0((,T)×Ω)
    0TΩϑtφdxdt0TΩϑvφdxdt+0TΩκ(ϑ)ϑφdxdt=0TΩS:Dvφdxdt+Ωϑ0φ(0)dx. 2.10
  • Entropy equation: Entropy is given as η=lnϑ a.e. in Q, η0:=lnϑ0, and for all φC0((,T)×Ω),
    0TΩηtφdxdt0TΩηvφdxdt+0TΩκ(ϑ)ηφdxdt=0TΩ1ϑS:Dvφdxdt+0TΩκ(ϑ)|ϑ|2(ϑ)2φdxdt+Ωη0φ(0)dx. 2.11

3. Proof of theorem 2.1

The existence proof relies on the methods developed in [3], and a large part of the proof is identical. Therefore, we omit unnecessary details and focus mainly on the new aspects of the proof, i.e. on the proof of entropy equality (2.11).

Hence, following [3] (compare also with [1], where a different approach is used), we introduce a basis {wj}j=1 of the space W3,2(Ω;R3)W0,div1,p that is orthonormal in L0,div2, see ([8], appendix A.4). Next, for given initial conditions v0 and ϑ0, we denote v0n the projection of v0 onto the subspace [w1,,wn], and ϑ0nL2(Ω), fulfilling ϑ0nμ a.e. in Ω, is the regularization of ϑ0 such that

v0nv0strongly inL0,div2 as n+ 3.1

and

ϑ0nϑ0strongly inL1(Ω)asn+. 3.2

Then, for every nN, we can find a triple (vn,ϑn,Sn), such that vnW1,2((0,T),W3,2(Ω;R3)W0,div1,p), ϑnC([0,T];L2(Ω))L2((0,T);W1,2(Ω))W1,2((0,T);(W01,2(Ω))) and SnL(Q) and such that for a.e. t(0,T)

Ω[tvnwj(vnvn):wj+Sn:Dwj]dx=0for allj=1,,n, 3.3

and for all ψL2(0,T;W01,2(Ω))

0Ttϑn,ψdt+0TΩ[ϑnvnψ+κ(ϑn)ϑnψ]dxdt=0TΩSn:Dvnψdxdt. 3.4

In addition, vn and Sn are given by

vn=i=1ncin(t)wi(x) and Sn=S(ϑn,Dvn), 3.5

the initial conditions vn(0,)=v0n, ϑn(0,)=ϑ0n are satisfied (note vn and ϑn are continuous into the topology of L2, and thus, it makes sense to talk about the initial value) and ϑn attains the boundary conditions, i.e. ϑ|Ωn=ϑ^ and fulfils the minimum principle, i.e. ϑnμ a.e. in Q.

Then, following [3] and defining ϑ~n:=ϑnϑ^, it is rather standard to deduce the following n-independent a priori estimates valid for all r[1,5/3), s[1,5/4) and α(0,1/2):

vnL(0,T;L0,div2)+vnLp(0,T;W0,div1,p)+SnLp(Q)+vnL5p3(Q)C, 3.6
ϑ~nL(0,T;L1(Ω))+tϑnL1(0,T;(W01,10(Ω)))+tvnLp(0,T;(W0,div1,p))C 3.7
and(ϑn)αL2(0,T;W1,2(Ω))+ϑ~nLr(Q)+ϑ~nLs(0,T;W01,s(Ω))C(α,r,s). 3.8

This is the starting point of the proof. It is rather sketchy, but it does not contain any essentially new information.

(a) . Limit in momentum and energy equations as n+

By virtue of the established uniform estimates (3.6)–(3.8) and employing the Aubin–Lions compactness lemma, we can extract a subsequence that we do not relabel, and we can find (v,ϑ,S) such that

vnv weakly-* in L(0,T;L0,div2), 3.9
vnv weakly in Lp(0,T;W0,div1,p)W1,p(0,T;(W0,div1,p)), 3.10
SnS weakly in Lp(Q;R3), 3.11
vnv strongly in Lq(Q;R3) for any q[1,5p3), and a.e. in Q, 3.12
(ϑn)α(ϑ)α weakly in L2(0,T;W1,2(Ω)) for any α(0,12), 3.13
ϑnϑ strongly in Lr(Q) for any r[1,5/3), and a.e. in Q 3.14
andϑnϑ^ϑϑ^ weakly in Ls(0,T;W01,s(Ω)) for any s[1,54). 3.15

In addition, by using (3.14) and the first part of the uniform estimate (3.7), we have that

ϑL(0,T;L1(Ω)). 3.16

Now we are in the position to analyze the limit of formulations (3.3)–(3.4). Indeed, by virtue of the convergence results (3.10)–(3.12), we may follow [9] to take the limit in formulation (3.3) to deduce that for all wLp(0,T;W0,div1,p)

0Ttv,wdt+0TΩS:Dwdxdt=0TΩ(vv):Dwdxdt. 3.17

In addition, we have vC([0,T];L0,div2) and v(0,)=v0. To complete the proof of (2.9), it remains to show

S=S(ϑ,Dv) a.e. in Q. 3.18

Next, thanks to (3.12)–(3.15), one may follow a standard procedure (see, e.g. [7]) and let n in (3.4) to show that for all ψC0((,T)×Ω), there holds (compare with (2.10))

0TΩϑtψdxdt0TΩϑvψdxdt+0TΩκ(ϑ)ϑψdxdt=0TΩS:Dvψdxdt+Ωϑ0ψ(0)dx, 3.19

provided that we show

Sn:DvnS:Dvweakly inL1(Q). 3.20

Obviously, we also have ϑμ a.e. in Q. It remains to show (3.18) and (3.20). Note that both of them are consequences of the Minty method. Indeed, it follows from (3.3) that (using the fact that divvn=0 and (3.10))

lim supn0TΩSnDvndxdt=lim supn0Ttvn,vndt=lim supn(0Tt(vnv),vnvdt0Ttv,vnvdt0Ttvn,vdt)12(v022v(T)22)=0TΩS:Dvdxdt,

where the last identity follows from (3.17) with setting w:=v. Consequently, using this estimate, the monotonicity and the growth assumption (1.6), the strong convergence result (3.14), the weak convergence (3.10) and the Lebesgue dominated convergence theorem, we deduce that for all D¯Lp(Q;R3×3), there holds

0lim supn0TΩ(SnS(ϑn,D¯)):(DvnD¯)dxdt0TΩ(SS(ϑ,D¯)):(DvD¯)dxdt. 3.21

The classical Minty method then leads to (3.18). Moreover, setting D¯:=Dv in (3.21), we have

lim supn0TΩ|(SnS(ϑn,Dv)):(DvnDv)|dxdt=0. 3.22

Hence,

(SnS(ϑn,Dv)):(DvnDv)0strongly inL1(Q). 3.23

Since

S(ϑn,Dv):(DvnDv)0weakly inL1(Q),

which follows from (3.10), (3.14) and (1.6b), we see that (3.23) directly implies (3.20).

(b) . Limit in entropy equation as n+

In this section, we show the validity of (2.11). To see this, we first set ψ:=φ/ϑn in (3.4) with arbitrary φC0((,T)×Ω) to derive the following identity for approximated entropy ηn:=lnϑn:

0TΩηntφ+ηnvnφκ(ϑn)ηnφdxdt=0TΩSn:Dvnϑnφ+κ(ϑn)|ϑn|2(ϑn)2φdxdt+Ωη0nφ(0)dx, 3.24

where we set η0n:=lnϑ0n. Next, we want to let n. The identification of the limit in the terms on the left-hand side is rather standard and follows from the convergence results (3.10), (3.12), (3.14) and (3.15). Similarly, to pass to the limit in the first term on the right-hand side of (3.24) is straightforward thanks to (3.14), (3.20) and the Egorov and Dunford-Pettis theorems. Also the limit passage in the last term is obvious. The most problematic term is however the second term on the right-hand side since κ(ϑn)|ϑn|2/(ϑn)2 is uniformly bounded only in L1((0,T)×Ω), and so we cannot even a priori extract an L1 weakly convergent subsequence. We overcome this in two steps. First, the point-wise convergence of ϑn is shown, and then the strong convergence of κ(ϑn)|ηn|2 in L1((0,T)×Ω) is deduced.

(i). Almost everywhere convergence of ϑn

We start this part with definition of auxiliary cut-off functions. For arbitrary k>0, we define

Tk(z):=sign(z)min{|z|,k}. 3.25

Its primitive function attaining zero at zero is denoted Gk, i.e. Gk=Tk, Gk(0)=0. Note that |Gk(s)|k|s| for all sR. Next, we also introduce a mollification of Tk. For arbitrary δ(0,k) (typically δ1), we denote by Tk,δC2(R) a mollification of Tk, which is given by a convolution with a symmetric, positive kernel of radius δ. Such a mollification then has the following properties:

Tk,δ(z)=Tk(z) if |z|kδor|z|k+δ,|Tk,δ|Cδ10Tk,δ1,Tk,δ0,Tk,δTkon (0,+).

We fix m,n,kN, k>2ϑ^L(Ω) and ε,δ>0, ε<k and define wδm,n=Tk+ε,δ(ϑn)Tk,δ(ϑm). We set ψ:=Tk+ε,δ(ϑn)Tε(wδm,n) in (3.4) for ϑn and ψ:=Tk,δ(ϑm)Tε(wδm,n) in (3.4) for ϑm. Note that it is allowed since Tk+ε,δ(ϑn)Tε(wδm,n) and also Tk,δ(ϑm)Tε(wδm,n) belong to L2((0,T);W01,2(Ω)). Then, we subtract the so obtained equations to obtain

0TΩκ(ϑn)(wδm,n)Tε(wδm,n)dxdt=0TΩ(κ(ϑn)κ(ϑm))Tk,δ(ϑm)Tε(wδm,n)dxdt0Ttwδm,n,Tε(wδm,n)dt=+0TΩGm,nTε(wδm,n)+[Tk+ε,δ(ϑn)vnTk,δ(ϑm)vm]Tε(wδm,n)dxdt, 3.26

where we denoted

Gm,n:=[Tk+ε,δ(ϑn)Sn:DvnTk,δ(ϑm)Sm:Dvm][κ(ϑn)|ϑn|2Tk+ε,δ(ϑn)κ(ϑm)|ϑm|2Tk,δ(ϑm)].

Our first goal is to let δ0+ in (3.26). Note that such convergence procedure is very standard in all terms except the term Gm,n involving the second derivative of T,δ. To obtain a proper δ-independent bound, we consider Mϑ^L(Ω) and δ(0,M/2). Since ϑn=ϑ^ on Ω, we can deduce that ψ:=1TM,δ(ϑn)L2(0,T;W01,2(Ω)), and therefore, it can be used in (3.4). Such a choice then leads to

0TΩκ(ϑn)|TM,δ(ϑn)ϑn|2dxdt=Ω(ϑ0nTM,δ(ϑ0n))dxΩ(ϑnTM,δ(ϑn))(T)dx+0TΩ(1TM,δ(ϑn))Sn:Dvndxdt{ϑ0n>M/2}ϑ0ndx+{|ϑn|>M/2}Sn:DvndxdtC, 3.27

where we exploited that divvn=0, used the properties of TM,δ (in particular the concavity) and (3.6) and (3.2). In a very similar manner, we can estimate the term with time derivative in (3.26). Since ϑn and ϑm belong for fix n,m to C([0,T];L2(Ω)), we have (using the non-negativity of Gε as well as the estimate Gε(s)sε)

0Ttwδm,n,Tε(wδm,n)dt=0TΩtGε(wδm,n)dxdtΩGε(wδm,n(0))dxCε. 3.28

Hence, we can apply estimates (3.27) and (3.28) and then let δ0+ in the remaining terms of (3.26) to deduce (recall k2ϑ^L(Ω))

κ_0TΩ|Tε(wm,n)|2dxdt0TΩ(κ(ϑn)κ(ϑm))Tk(ϑm)Tε(wm,n)dxdt=+0TΩ[Tk+ε(ϑn)vnTk(ϑm)vm]Tε(wm,n)dxdt+Cε, 3.29

where wm,n:=Tk+ε(ϑn)Tk(ϑm). The next goal is to let n,m, and finally, ε0+. We start with the second term on the right-hand side. Defining wε:=Tk+ε(ϑ)Tk(ϑ) and using (3.12)–(3.15), we deduce

limε0+lim supnlim supm0TΩ[Tk+ε(ϑn)vnTk(ϑm)vm]Tε(wm,n)dxdt=limε0+0TΩ[Tk+ε(ϑ)vTk(ϑ)v]Tε(wε)dxdt=0. 3.30

The remaining term in (3.29) is estimated with the help of (3.8) and the Hölder inequality as follows (note that {|wm,n|<ϵ}{ϑmk}={|ϑnϑm|<ϵ}{ϑmk}):

0TΩ(κ(ϑn)κ(ϑm))Tk(ϑm)Tε(wm,n)dxdt20TΩ|κ(ϑn)κ(ϑm)|(|ϑn|2+|ϑm|2)χ{|wm,n|<ε}{ϑmk}dxdtC(k)|κ(ϑn)κ(ϑm)|χ{|wm,n|<ε}{ϑmk}L(Q)C(k)|κ(ϑn)κ(ϑm)|χ{|ϑnϑm|<ε}{ϑmk}L(Q)C(k)supl,s[μ,2k];|sl|ε|κ(l)κ(s)|0 3.31

as ε0+ thanks to the uniform continuity of κ on [μ,2k].

Hence, using (3.30)–(3.31) in (3.29), we have

limε0+lim supnlim supm0TΩ|Tε(wm,n)|2dxdt=0,

which, thanks to the weak lower semicontinuity of the norm in L2(Q), gives

limε0+lim supn0TΩ|Tε(Tk+ε(ϑn)Tk(ϑ))|2dxdt=0. 3.32

Finally, we use the Hölder inequality, the uniform bound (3.8) and the Tschebyschev inequality to obtain

0TΩ|ϑnϑ|dxdt0TΩ|Tε(ϑnϑ)|dxdt+0TΩ|ϑnϑ|χ{|ϑnϑ|>ε}dxdt0TΩ|Tε(Tk+ε(ϑn)Tk(ϑ))|dxdt+0TΩ|ϑnϑ|χ{|ϑnϑ|>ε}{|ϑn|+|ϑ|>k/2}dxdtC(0TΩ|Tε(Tk+ε(ϑn)Tk(ϑ))|2dxdt)12+CϑnϑL9/8(Q)(|{|ϑnϑ|>ε}|19+|{|ϑn|+|ϑ|>k/2}|19)C(0TΩ|Tε(Tk+ε(ϑn)Tk(ϑ))|2dxdt)12+CϑnϑL1(Q)19ε19+Ck19.

Therefore, the convergence result (3.14) leads to

limn0TΩ|ϑnϑ|dxdtC(lim supn0TΩ|Tε(Tk+ε(ϑn)Tk(ϑ))|2dxdt)1/2+Ck1/9.

As the left-hand side is independent of ε and k, we may let first ε0+ and use (3.32) to eliminate the first term on the right-hand side and then let k to handle the second term on the right-hand side and thus to observe that

ϑnϑstrongly inL1(Q), 3.33

and consequently (for a subsequence)

ϑnϑa.e. inQ. 3.34

(ii). Strong convergence of κ(ϑn)|ϑn|2/(ϑn)2n in L1-norm

We start the proof of the claim by showing a strong convergence of Tk(ϑnϑ^) in L2(Q) for arbitrary k. To prove such a result, we want to set ψ:=Tk(ϑnϑ^) in (3.4), let n and compare the limit with (2.10) tested by φ:=Tk(ϑϑ^). However, such test functions are not allowed in general, and therefore, we must proceed more carefully. We fix an arbitrary T(0,T), which is the Lebesgue point of ϑ(t) as a function in L1(0,T;L1(Ω)). By using the fact that divvn=0, we see that

ΩϑnvnTk(ϑnϑ^)dx=Ωϑ^vnTk(ϑnϑ^)dx. 3.35

Then, we set ψ:=Tk(ϑnϑ^)χ[0,τ] with τ(T,T) arbitrary in (3.4). We deduce (since ϑnC([0,T];L2(Ω)) and ϑ^ is independent of time) by using (3.35) that

0τΩκ(ϑn)(ϑnϑ^)[Tk(ϑnϑ^)]dxdt=ΩGk(ϑn(τ)ϑ^)Gk(ϑ0nϑ^)dx+0τΩϑ^vnTk(ϑnϑ^)κ(ϑn)ϑ^[Tk(ϑnϑ^)]+Tk(ϑnϑ^)Sn:Dvndxdt. 3.36

Then, it follows from (3.12), (3.14), (3.2), (3.20) and (3.36) that for δ(0,TT)

lim supn0TΩκ(ϑn)ϑn[Tk(ϑnϑ^)]dxdt=lim supn0TΩκ(ϑn)[ϑnϑ^][Tk(ϑnϑ^)]+κ(ϑn)ϑ^[Tk(ϑnϑ^)]dxdtlim supnTT+δ0τΩκ(ϑn)[ϑnϑ^][Tk(ϑnϑ^)]dxdtdτ+0TΩκ(ϑ)ϑ^[Tk(ϑϑ^)]dxdt(3.36)ΩGk(ϑ(T)ϑ^)Gk(ϑ0ϑ^)dx+0TΩ(S:Dvϑ^v)Tk(ϑϑ^)dxdt 3.37

as δ0+. Now, the aim is to identify the final expression in (3.37). We want to set ψ:=Tk(ϑϑ^) in (3.19). Unfortunately, it is not possible due to low regularity of ϑ. Therefore, we must proceed differently. In what follows, we always consider M,k,ε,δ>0 such that M>k+1+ϑ^ and δ(0,1). Due to the smoothness of ϑn, we can set ψ(τ,x):=TM,δ(ϑn(τ,x))χ(t,t+ε)(τ)φ(x), τ(0,T), xΩ in (3.4) to deduce that for all φW01,2(Ω)L(Ω) and all t(0,T), ε(0,TT) we have

Ωttt+εTM,δ(ϑn)dτφdx+Ωtt+ε[TM,δ(ϑn)]vndτφdx+Ωtt+εκ(ϑn)TM,δ(ϑn)dτφdx=Ωtt+εTM,δ(ϑn)Sn:Dvndτφdx+Ωtt+εκ(ϑn)TM,δ(ϑn)|ϑn|2dτφdx.

Then, we fix a measurable set J(0,T) and integrate over tJ. By using the convergence results (3.12)–(3.14) and (3.20) and the density of step functions in L2(0,T;W01,2(Ω))L(0,T;L(Ω)), we obtain that for all φL2(0,T;W01,2(Ω))L(Q),

0TΩtϑεM,δφdxdt+0TΩtt+ε[TM,δ(ϑ)]vdτφdxdt+0TΩtt+εκ(ϑ)TM,δ(ϑ)dτφdxdt=0TΩtt+εTM,δ(ϑ)S:Dvdτφdxdt+lim supn0TΩtt+εκ(ϑn)TM,δ(ϑn)|ϑn|2dτφdxdt, 3.38

where we denoted ϑεM,δ(t,x):=tt+εTM,δ(ϑ(τ,x))dτ. Note that for every ε>0, the function ϑεM,δ belongs to W1,(0,T;L(Ω)) and so the integral with time derivative is well defined. From (3.27), (3.2), (3.14) and (3.20), we obtain

lim supn0TΩκ(ϑn)|TM,δ(ϑn)ϑn|2dxdtΩ(ϑ0TM,δ(ϑ0))dx+0TΩ(1TM,δ(ϑ))S:Dvdxdt{ϑ0>M/2}ϑ0dx+{|ϑ|>M/2}S:Dvdxdt. 3.39

By setting φ=Tk(ϑεM,δϑ^) in (3.38) and using (3.39), we obtain

0TΩtt+εκ(ϑ)TM,δ(ϑ)dτTk(ϑεM,δϑ^)dxdtΩGk(ϑεM,δ(T)ϑ^)Gk(ϑεM,δ(0)ϑ^)dx+0TΩ(tt+εTM,δ(ϑ)S:Dv[TM,δ(ϑ)]vdτ)Tk(ϑεM,δϑ^)dxdtk({ϑ0>M/2}ϑ0dx+{ϑ>M/2}S:Dvdxdt).

Since T is the Lebesgue point of ϑ and since the initial condition is attained (see e.g. [1,3]), we can let ε0+ and obtain

0TΩκ(ϑ)TM,δ(ϑ)Tk(TM,δ(ϑ)ϑ^)dxdtΩGk(TM,δ(ϑ)(T)ϑ^)Gk(TM,δ(ϑ0)ϑ^)dx+0TΩ(TM,δ(ϑ)S:Dv[TM,δ(ϑ)]v)Tk(TM,δ(ϑ)ϑ^)dxdtk({ϑ0>M/2}ϑ0dx+{ϑ>M/2}S:Dvdxdt). 3.40

For M>k+1+ϑ^, we have Tk(TM,δ(ϑ)ϑ^)=Tk(ϑϑ^); thus, one can let M in (3.40). By using integration by parts and the fact that divv=0 similarly as in (3.35), one obtains

0TΩκ(ϑ)ϑTk(ϑϑ^)dxdtΩGk(ϑ(T)ϑ^)Gk(ϑ0ϑ^)dx+0TΩ(S:Dvϑ^v)Tk(ϑϑ^)dxdt.

Comparing the result with (3.37), we see that

lim supn+0TΩκ(ϑn)ϑnTk(ϑnϑ^)dxdt0TΩκ(ϑ)ϑTk(ϑϑ^)dxdt, 3.41

which is the cornerstone for the strong convergence. Indeed, it follows from (3.13), (3.14) and from (3.41) that (using also the Vitali convergence theorem and (1.5))

lim supn+0TΩκ(ϑn)|Tk(ϑnϑ^)|2dxdt0TΩκ(ϑ)|Tk(ϑϑ^)|2dxdt. 3.42

Since

κ(ϑn)Tk(ϑnϑ^)κ(ϑ)Tk(ϑϑ^)weakly inL2(Q), 3.43

the inequality (3.42), weak lower semicontinuity of L2 norm and uniform convexity of L2 imply

κ(ϑn)Tk(ϑnϑ^)κ(ϑ)Tk(ϑϑ^)strongly inL2((0,T)×Ω). 3.44

Finally, we want to show that

κ(ϑn)ϑnϑnκ(ϑ)ϑϑstrongly inL2((0,T)×Ω). 3.45

We have

κ(ϑn)ϑnϑnκ(ϑ)ϑϑweakly inL2((0,T)×Ω) 3.46

because of the uniform boundedness in L2((0,T)×Ω). To show convergence of norms, we write

0TΩκ(ϑn)|ϑn|2(ϑn)2dxdt=0TΩκ(ϑn)ϑnϑn(ϑnϑ^)ϑndxdt+0TΩκ(ϑn)ϑnϑnϑ^ϑndxdt=0TΩκ(ϑn)ϑnϑnTk(ϑnϑ^)ϑndxdt+{|ϑnϑ^|>k}κ(ϑn)ϑnϑn(ϑnϑ^)ϑndxdt+0TΩκ(ϑn)ϑnϑnϑ^ϑndxdt. 3.47

Next, we let n on the right-hand side of (3.47). First, by the weak convergence (3.46), the strong convergence results (3.14) and (3.44), the Vitali theorem and the minimum principle ϑnμ,

limn+0TΩκ(ϑn)ϑnϑnTk(ϑnϑ^)ϑndxdt=0TΩκ(ϑ)ϑϑTk(ϑϑ^)ϑdxdt

and

limn+0TΩκ(ϑn)ϑnϑnϑ^ϑndxdt=0TΩκ(ϑ)ϑϑϑ^ϑdxdt. 3.48

In addition, assuming that k>ϑ^, we see that ϑnk on the set {|ϑnϑ^|>k}. Consequently, with the help of the Young inequality, we deduce that for any λ(0,1)

|{|ϑnϑ^|>k}κ(ϑn)ϑnϑn(ϑnϑ^)ϑndxdt|2κ¯0TΩ|ϑn|2+|ϑ^|2(ϑn)1+λk1λdxdtC(λ)k1λ, 3.49

where C is independent of n and k thanks to the uniform estimate in (3.8) and the minimum principle ϑnμ. Equality (3.47) and inequality (3.49) remain valid also if we replace ϑn with ϑ. Consequently, it follows

lim supn0TΩκ(ϑn)|ϑn|2(ϑn)2dxdt0TΩκ(ϑ)|ϑ|2ϑ2dxdt+C(λ)k1λ. 3.50

Since k>ϑ^ is arbitrary, (3.50) gives convergence of norms, which combined with (3.46) implies the strong convergence (3.45). Finally, let us recall that T can be chosen arbitrarily close to T. In addition, we can a priori construct the solution on the time interval (0,2T). Consequently, T can be chosen bigger than T, and so we obtain (3.45) with T replaced by T.

(iii). Limit in the entropy equality

Let us analyze the limit of (3.24) as n+ for each term. The strong convergence of ϑn and ϑn, see (3.14) and (3.33), implies that ηnη and ηnη a.e. in Q. Thanks to the definition of ηn, and the a priori bound (3.8), we obtain a uniform bound for ηnLr(Q) for any r(1,+) and for ηnL2(Q). These facts, the Vitali convergence theorem and (3.2) allow us, up to subsequence, to easily pass to the limit on the left-hand side of (3.24).

To pass to the limit also in terms on the right-hand side, we use (3.10), (3.11), (3.14), (3.23) and (3.45) combined with the Lebesgue dominated convergence theorem and together with the minimum principle for ϑn. Consequently, η satisfies entropy equation (2.11).

(c) . Continuity of ϑ in time

Finally, we focus on the attainment of initial conditions and continuity with respect to time variable. Concerning the velocity field, we can recall (3.10) and by standard parabolic interpolation, we observe vC([0,T];L0,div2). The fact that v(0)=v0 is then proven analogously as for Navier–Stokes equations, see e.g. [2,8].

Now, we focus on the temperature. For the attainment of the initial condition, one can follow [13]. Thus, we present here only the proof of continuity of ϑ with respect to time into the L1 topology. The key idea is the following. We investigate a function (here M>max{ϑ^L(Ω),2,2μ})

g(ϑϑ^):=sign(ϑϑ^)GM(ϑϑ^)

and show first that for all ψL2(Ω), the mapping tΩg(ϑ(t,x)ϑ^(t,x))ψ(x)dx is continuous on [0,T]. Second, we show that the mapping tΩg2(ϑ(t,x)ϑ^(t,x))dx is continuous on [0,T]. As a direct consequence of these two properties, we obtain that

g(ϑϑ^)C([0,T];L2(Ω)). 3.51

Since

g(ϑϑ^)=|TM(ϑϑ^)|2GM(ϑϑ^)={12,if ϑM+ϑ^M2M(ϑϑ^)M22if ϑM+ϑ^}μ2ϑ,

we have a trivial estimate

|ϑ1ϑ2|2(ϑ1+ϑ2)|g(ϑ1ϑ^)g(ϑ2ϑ^)|.

Consequently, by using the Hölder inequality and (3.16), we observe

ϑ(t1)ϑ(t2)L1(Ω)2ϑ(t1)+ϑ(t2)L2(Ω)g(ϑ(t1)ϑ^)g(ϑ(t2)ϑ^)L2(Ω)Cg(ϑ(t1)ϑ^)g(ϑ(t2)ϑ^)L2(Ω).

Thus, we see that (3.51) implies ϑC([0,T];L1(Ω)).

It remains to show (3.51). Firstly, we set ψ:=g(ϑnϑ^)χ[0,τ]φ with φC01(Ω) arbitrary in (3.4). By using integration by parts, we have

Ω(g(ϑn(τ)ϑ^)g(ϑn(0)ϑ^))φdx=0τΩg(ϑnϑ^)φvnϑ^dxdt+0τΩ(vn(ϑnϑ^)κ(ϑn)ϑn)(φg(ϑnϑ^)(ϑnϑ^)+g(ϑnϑ^)φ)dxdt+0τΩSn:Dvng(ϑnϑ^)φdxdt.

Next, we let n in the above identity. By using the uniform estimates (3.6)–(3.8), the properties of g, the convergence results (3.10), (3.14), (3.34), (3.46) and the Vitali convergence theorem, we can easily identify the limits in the first two terms on the right-hand side. For the last term on the right-hand side, we also use (3.20). In addition, for almost all τ(0,T), we can also identify the limit on the left-hand side:

Ω(g(ϑ(τ)ϑ^)g(ϑ0ϑ^))φdx=0τΩg(ϑϑ^)φvϑ^dxdt+0τΩ(v(ϑϑ^)κ(ϑ)ϑ)(φg(ϑϑ^)(ϑϑ^)+g(ϑϑ^)φ)dxdt+0τΩS:Dvg(ϑϑ^)φdxdt. 3.52

Since the right-hand side is a continuous function of τ[0,T], we can redefine g(ϑϑ^) on zero subset of [0,T] to obtain

(Ωg(ϑ)φdx)C([0,T])for allφC01(Ω). 3.53

Since gL(0,T;L2(Ω)) and C01(Ω) is dense in L2(Ω), (3.53) implies that

(Ωg(ϑ)φdx)C([0,T])for allφL2(Ω). 3.54

Finally, we pass in (3.36) to the limit as n+ similarly as in (3.37) using also (3.46)

ΩGM(ϑ(τ)ϑ^)GM(ϑ0ϑ^)dx=0τΩκ(ϑ)ϑ[TM(ϑϑ^)]dxdt+0τΩϑ^vTM(ϑϑ^)+TM(ϑϑ^)S:Dvdxdt=:0τΩhdxdt, 3.55

where hL1(Q). Hence, we see that (it can be continuously extended)

ΩGM(ϑ(τ)ϑ^)dxC([0,T]).

Since (g(θϑ^))2=GM(ϑϑ^), the aforementioned relation combined with (3.54) implies (3.51). The proof is1 complete.

Footnotes

1
In fact in the aforementioned procedure, we somehow extended g and GM also to possible non-Lebesgue points. This can be done more carefully. Namely, one can consider tt+δg(τ)dτ and tt+δGM(ϑ(τ)ϑ^). These are surely continuous with respect to t[0,T]. Then thanks to (3.54) and (3.55), we see that
tt+δg(τ)dτgstrongly in C([0,T];L2(Ω)).

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Authors' contributions

A.A.: conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, project administration, resources, software, supervision, validation, visualization, writing—original draft, writing—review and editing; M.B.: conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, project administration, resources, software, supervision, validation, visualization, writing—original draft, writing—review and editing; P.K.: conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, project administration, resources, software, supervision, validation, visualization, writing—original draft, writing—review and editing.

All authors gave final approval for publication and agreed to be held accountable for the work performed therein.

Conflict of interest declaration

We declare we have no competing interest.

Funding

A. Abbatiello has been supported by the ERC-STG Grant no. 759229 HiCoS ‘Higher Co-dimension Singularities: Minimal Surfaces and the Thin Obstacle Problem’. M. Bulíček and P. Kaplický acknowledge the support of the project no. 20-11027X financed by Czech Science Foundation (GAČR).

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