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. 2023 Mar 11;16(6):2265. doi: 10.3390/ma16062265

Use of Functionally Graded Material to Decrease Maximum Temperature of a Coating–Substrate System

Aleksander Yevtushenko 1, Katarzyna Topczewska 1,*, Przemysław Zamojski 1
Editor: Itzhak Green1
PMCID: PMC10051380  PMID: 36984142

Abstract

A mathematical model for determining the temperature distribution in the system consisting of a coating deposited on the surface of substrate was proposed. The foundation material is homogeneous, while the coating is made of a functionally gradient material (FGM) with thermal conductivity increasing exponentially along the thickness. Heating processes of the outer surface of the coating were considered with a constant and linearly decreasing in time intensity of the heat flux. Such thermal loads are common in thermal problems of friction, particularly regarding frictional heating during braking. An exact (in quadrature) solution of the corresponding boundary-value problems of parabolic heat conduction was obtained. Asymptotic solutions to these problems were also found for small and large values of the Fourier number. Calculations were performed for a coating made of two-component FGM ZrO2—Ti-6Al-4V, applied on a cast iron substrate. In order to explain the effect of FGM on temperature, corresponding analysis was carried out for the coating made of a homogeneous (ZrO2) material.

Keywords: functionally graded materials, thermal barrier coating, frictional heating, temperature

1. Introduction

Development of protective coatings on the frictional components has revolutionized tribological systems in many industrial applications [1]. Properly selected and produced coatings allow to improve reliability and performance of the systems, by enhancing the tribological properties on the contact surfaces, which is essential in the case of friction cooperative elements. The protective layers called thermal barrier coatings (TBCs) are deposited on the outer surfaces of frictional elements of the heavy-loaded tribosystems, which operate under elevated temperature, to increase the components’ durability and alleviate the damage that arises from contact in such extreme conditions. Besides the thermal resistance, the TBCs can protect them from wear and significantly increase the service life of the friction pair elements. In order to get these features, the hard coatings are applied on the relatively soft substrates [2]. Metals and alloys are frequently used as a foundation of the coated elements to maintain structural rigidity and strength. Whereas, ceramic materials are considered as good outer layers for the tribological components, to ensure high hardness, as well as thermal and wear resistance. Miscellaneous particles such as zirconium dioxide (Zr2O), aluminum oxide (Al2O3), silicon carbide (SiC), tungsten carbide (WC), and yttria-stabilized zirconia (YSZ) are employed for coatings of the friction elements in braking systems [3,4,5,6,7,8]. Ceramic intrinsically possess low fracture toughness, so TBCs are susceptible to mechanical or thermal stress-induced failures such as delamination or spallation of the top coating under harsh thermal conditions [9,10,11]. Especially, cracks of the brittle ceramic coating may be initiated in the friction elements of braking systems, when the concentration of subsurface tensile stresses appear due to the frictional heating [12]. Many properties of ceramic TBC are very different from that of metallic substrate, so their direct application may lead to cracking due to the thermal expansion mismatch at the interface of the core and the outer layer [13]. The interface of the coating-substrate system has been proved to be the most critical location for failure [1].

In order to overcome the mentioned problems of conventional ceramic coatings, the concept of functionally graded material (FGM) has been applied to the TBCs, obtaining the functionally graded coatings (FGCs). These coatings are characterized by smooth, graded transition of composition from the outer surface to the inside of the element. This feature tend to reduce stress concentrations resulting from materials mismatch, reinforce the bond cohesion, and significantly increase resilience and fracture strength [14,15,16,17,18,19]. Recently published [20] thermo-mechanical coupled sliding contact analysis of functionally graded coating-substrate structure showed that controlling the gradient parameter of FGC can decrease the residual tensile stress near the friction surface. Additionally, it was found that the functionally graded coating exposed to thermal shock may suffer far less damage than the corresponding homogeneous ceramic cover [21]. The functionality of FGC can be optimized by selecting appropriate gradation of material properties, while an inappropriate gradation can have adverse effects [22]. Therefore, thermal behavior of the friction elements coated with FGCs is an ongoing research topic including heat conduction problems and thermal stress analyses [5,14,20,23,24,25]. The investigation of thermally induced stress is crucial for predicting the failure mechanism such as fracture and crack propagation in the functionally graded materials [26]. Therefore, it is important to develop computational models used to evaluate the thermal response of functionally graded coatings during the design stage of friction couple.

In general, analytical solutions of the sliding contact problems are difficult, or even impossible, to be found for nonhomogeneous materials with finite dimensions [27,28]. As a consequence, the numerical solutions are primarily used for analysis of FGCs, mostly by means of the finite element approximation [5,10,15,18,23]. For instance, solution of the transient one-dimensional heat conduction equation with the arbitrary type of time-dependent boundary conditions has been obtained in [29] employing the central finite difference method. An analysis of the thermo-mechanical coupled problem in functionally graded metal/ceramic plates has been conducted by means of graded finite elements in [23].

The closed-form, exact solutions of the heat conduction and thermoelasticity problems for FGMs are possible to achieve only for a few cases with particular types of boundary conditions, geometry restrictions, and distributions of material properties [23]. The main issue encountered is concerned with modeling continuously varying gradient of material structure. To overcome this problem, most FGM models use the multi-layered approximation approach [2,19,20,22,23,30]. This method relies on a model of graded material heterogeneity by a package of homogeneous layers, which leads to a stepwise change in coating properties along the gradient direction. Two-dimensional frictional contact problem involving rigid stamps and half-plane with functionally graded coating has been considered in [22], introducing a multi-layer method, the gradation of Young’s modulus in coating has been modeled as a piecewise constant function. Using this method, the two-dimensional heat conduction problem for functionally graded circular hollow cylinders subjected to transient thermal boundary conditions with radially dependent properties has been solved in [31]. Another solution of three-dimensional problem of elasticity for functionally graded coated half-space has been achieved in [2].

Our previous research on mathematical modeling of the FGMs friction heating process, presented in articles [24,27,32,33], was based on the semi–infinite body (half–space) model of one or both elements of the friction pair. The main difference between the results presented in this manuscript is the inclusion in the model of the finite thickness of one element—a FGC. It is also important, from the point of view of practical applications, obtaining asymptotic solutions for small and large values of the Fourier number, which do not require numerical integration. It was shown that the form of the obtained exact solution of the problem with uniform heating of the FGM surface of the coating allows for taking into account other than constant time profiles of the heat flux intensity using the Duhamel’s theorem. This is important when modeling the temperature mode of braking systems, when the specific friction power, i.e., also the intensity of the heat flux, significantly changes with the braking time [12].

In this study, a thermal problem of friction was considered for a finite coating made of two-component FGM deposited on the semi-infinite homogeneous substrate, subjected to heat flux with constant and time-dependent intensities. An exponential variation of the thermal conductivity of the FGC along its thickness was adopted in the model. Obtained analytical solutions allow to determine the spatial-temporal distribution of temperature generated due to friction. The effect of FGM application was investigated, by comparing the results calculated for a FGC and for corresponding homogeneous ceramic coating.

2. Statement to the Problem

Consider a coated body, with outer layer 0zd made of two-component FGM deposited on the surface z=d of the homogeneous foundation zd (Figure 1). Thermal conductivity of the coating material K1 increased exponentially along its thickness [34,35]:

K1(z)=K1,1eγz/d, 0zd, (1)

where γ0 is the dimensionless parameter of gradient FGM [36], K1,1K1(0) and K1,2K1(d) are thermal conductivity coefficients of the FGM components.

Figure 1.

Figure 1

Scheme of heating the coated half-space.

At the initial time moment t=0 the temperature T in the whole semi-infinite region z0 is constant T=T0. Then, over the time t>0 surface of the coating z=0 is subjected to heating by the heat flux with constant intensity q0. Assuming that the thermal contact between coating and foundation is perfect, the transient temperature field T(z,t)=T0+Θ(z,t), z0, t0 caused by the heating, can be found from solution to the following boundary-value problem of heat conduction:

zK1(z)Θ(z,t)z=ρ1c1Θ(z,t)t, 0<z<d, t>0, (2)
K22Θ(z,t)z2=ρ2c2Θ(z,t)t, z>d, t>0, (3)
K1(z)Θ(z,t)zz=0+=q0, t>0, (4)
Θ(d+,t)=Θ(d,t), t>0, (5)
K1(z)Θ(z,t)zz=d+=K2Θ(z,t)zz=d, t>0, (6)
Θ(z,t)0, z, t>0, (7)
Θ(z,0)=0, z0, (8)

where K2 is the thermal conductivity coefficient of the substrate material; ρl, cl are respectively the density and the specific heat capacities of the materials of coating (l=1) and substrate (l=2).

Introducing the dimensionless variables and parameters:

ζ=zd, τ=k1td2, K=K2K1,1, k=k2k1, Θ=ΘΛ, (9)

where

Λ=q0dK1,1, k1=K1,1c1ρ1, k2=K2c2ρ2, (10)

the problems (2)–(8) can be written in the form:

2Θ*(ζ,τ)ζ2+γ*Θ*(ζ,τ)ζeγζΘ*(ζ,τ)τ=0, 0<ζ<1, τ>0, (11)
2Θ*(ζ,τ)ζ21kΘ*(ζ,τ)τ=0, ζ>1, τ>0, (12)
Θ*(ζ,τ)ζζ=0+=1, τ>0, (13)
Θ*(1+,τ)=Θ*(1,τ), τ>0, (14)
eγΘ*(ζ,τ)ζζ=1+=KΘ*(ζ,τ)ζζ=1, τ>0, (15)
Θ*(ζ,τ)0, ζ, τ>0, (16)
Θ*(ζ,0)=0, ζ0. (17)

3. Solution to the Problem

Applying the integral Laplace transform [37]:

Θ¯*(ζ,p)L[Θ*(ζ,τ);p]=0Θ*(ζ,τ)epτdτ, Rep0, (18)

into the problems (11)–(17), the following was obtained:

d2Θ¯*(ζ,p)dζ2+γdΘ¯*(ζ,τ)dζpeγζΘ¯*(ζ,p)=0, 0<ζ<1, (19)
d2Θ¯*(ζ,p)dζ2pkΘ¯*(ζ,p)=0, ζ>1, (20)
dΘ¯*(ζ,p)dζζ=0+=1p, (21)
Θ¯*(1+,p)=Θ¯*(1,p), (22)
eγdΘ¯*(ζ,p)dζζ=1+=KdΘ¯*(ζ,p)dζζ=1, (23)
Θ¯*(ζ,p)0, ζ, (24)

The general solutions to the differential Equations (19) and (20) have the form:

Θ¯*(ζ,p)=ξp[A1(p)I1(ξp)+B1(p)K1(ξp)], 0ζ1, (25)
Θ¯*(ζ,p)=A2(p)eςp+B2(p)eςp, ζ1, (26)

where

ξ=αeα˜ζ, α=2γ, α˜=1α, ς=ζ1k, (27)

In(x), Kn(x) here and further are modified Bessel functions of the nth order of the first and second kind, respectively [38]. Unknown functions Al(p) and Bl(p), l=1,2 in the solutions (25), (26) were found from the boundary conditions (21)–(24) in the form:

A1(p)=ΔA1(p)α p2Δ(p), B1(p)=ΔB1(p)α p2Δ(p), A2(p)=eα˜ΔA2(p)ppΔ(p), B2(p)=0, (28)

where

Δ(p)=ΔA1(p)I0(αp)ΔB1(p)K0(αp), (29)
ΔA1(p)=K0(βp)+ε eα˜K1(βp), ΔB1(p)=I0(βp)ε eα˜I1(βp), (30)
ΔA2(p)=I0(βp)K1(βp)+I1(βp)K0(βp)(βp)1, (31)
β=αeα˜, ε=Kk. (32)

Considering Equations (28)–(32), solutions (25)–(27) took the form:

Θ¯(ζ,p)=eα˜ζ Θ¯0(p)Θ¯1(ζ,p),0ζ1, Θ¯(ζ,p)=α˜ Θ¯0(p)Θ¯2(ζ,p),ζ1, (33)

where

Θ¯0(p)=1p, Θ¯1(ζ,p)=Δ1(ζ,p)pΔ(p), Θ¯2(ζ,p)=eςpppΔ(p), (34)
Δ1(ζ,p)=ΔA1(p)I1(ξp)+ΔB1(p)K1(ξp). (35)

Based on the convolution of two functions theorem [39], Formulas (33)–(35) yield:

Θ(ζ,τ)=eα˜ζ0τΘ0(τs)Θ1(ζ,s)ds, 0ζ1, τ0, (36)
Θ(ζ,τ)=α˜0τΘ0(τs)Θ2(ζ,s)ds, ζ1, τ0, (37)

where

Θ0(τ)L1[Θ¯0(p);τ]=1πτ, (38)
Θl(ζ,τ)L1[Θ¯l(ζ,p); τ]=12πiωi ω+i Θ¯l(ζ,p)epτdp, l=1,2, ωRep>0,i1. (39)

Integration on the complex plane (Rep,  Im p) in Equation (39) was performed along the closed curve Γ (Figure 2). It consists of the segment Γω of a straight line Re p=ω, the two arcs ΓR and Γδ centered at a point p=0 with radiuses R and δ, respectively, and a cut along the axis Re p<0 with boundaries Γ±. Within the contour Γ the integral functions Θ¯l(ζ,p), l=1,2 (34) in the relation (39) are analytical and unambiguous, then by Cauchy’s theorem [40] we have:

12πiΓΘ¯l(ζ,p)epτdp=0, l=1,2. (40)

Figure 2.

Figure 2

Integration contour.

Since the functions Θ¯l(ζ,p), l=1,2 (34) satisfy the Jordan’s lemma conditions [37], integrals along the arc ΓR tend to be zero for R and from Equations (39) and (40), follows that:

Θl(ζ,τ)=Θl,+(ζ,τ)Θl,(ζ,τ)Θl,δ(ζ,τ), τ0, l=1,2, (41)

where

Θl,±(ζ,τ)=12πiΓ±Θ¯l(ζ,p)epτdp, Θl,δ(ζ,τ)=12πiΓδΘ¯l(ζ,p)epτdp, τ0. (42)

Proceeding to the polar system (r,ϕ) centered at a point p=0, parameter of the Laplace transform p=reiϕ, r0, ϕπ. Then, on the boundaries Γ± we received p=re±iπ=r, p=±ir and the first integrals from Equation (42) can be written as:

Θl,±(ζ,τ)=±12πi0Θ¯l,±(ζ,r)erτdr, τ0, l=1,2, (43)

where Θ¯l,±(ζ,r)Θ¯l(ζ,re±iπ).

With consideration of the relations [38]:

I0(±ix)=J0(x), K0(±ix)=0.5π[Y0(x)±iJ0(x)], (44)
I1(±ix)=±iJ1(ix), K1(±ix)=0.5π[J1(x)iY1(x)], (45)

where Jn(x) and Yn(x) are Bessel functions of the nth order of the first and second kind, respectively, from formulae (29)–(35) it was found:

Θ¯1,±(ζ,r)=Δ1±(ζ,r)r Δ±(r), 0ζ1, Θ¯2,±(ζ,r)=Δ2±(ζ,r)rr Δ±(r), ζ1, (46)

where

Δ±(r)=0.5π[ΔR(r)iε eα˜ΔI(r)], (47)
Δ1±(ζ,r)=0.5π[ε eα˜Δ1,R(ζ,r)±iΔ1,I(ζ,r)], (48)
Δ2±(ζ,r)=sin(ςr)±icos(ςr), (49)
ΔR(r)=Y0(αr)J0(βr)J0(αr)Y0(βr), (50)
ΔI(r)=Y0(αr)J1(βr)J0(αr)Y1(βr), (51)
Δ1,R(ζ,r)=Y1(βr)J1(ξr)J1(βr)Y1(ξr), (52)
Δ1,I(ζ,r)=Y0(βr)J1(ξr)J0(βr)Y1(ξr), (53)

parameters α, α˜, ξ, ς are determined by Equations (27), and β, ε by (32).

On the circular arc Γδ there is p=δeiϕ, p=δe0.5iϕ, ϕπ. Approaching the limit δ0, the last integral (42) take the form:

Θl,δ(ζ,τ)=12πilimδ0ππΘ¯l,δ(ζ,δeiϕ)eδeiϕ τiδeiϕdϕ, τ0, l=1,2, (54)

where, with account of the solutions (34) we obtain:

Θ¯1,δ(ζ,δeiϕ)=Δ1(ζ,δeiϕ)δeiϕΔ(δeiϕ),0ζ1, Θ¯2,δ(ζ,δeiϕ)=eςδe0.5iϕδδe1.5iϕΔ(δeiϕ),ζ1, (55)

and functions Δ(δeiϕ) and Δ1(ζ,δeiϕ) can be obtained from Equations (29)–(32) and (35).

Since for small values of the argument [38]:

I0(x)1, K0(x)lnx, I1(x)0.5x, K1(x)x1, (56)

from formulae (29)–(32) and (35) the following was found:

Δ(δeiϕ)γ21+εδe0.5iϕ,Δ1(ζ,δeiϕ)ε2e0.5γζeγ(10.5ζ)+γe0.5γζ2δe0.5iϕ, (57)

Substituting the expressions (55)–(57) into the right side of the Equality (54) yields:

Θ1,δ(ζ,τ)=e0.5γζε, 0ζ1, Θ2,δ(ζ,τ)=2εγ, ζ1, τ0. (58)

Applying functions Θl,±(ζ,τ) (43), (46)–(53), and Θl,δ(ζ,τ) (58) to the Equation (41), with consideration of the designations r=x, r=x2, it was obtained:

Θ1(ζ,τ)=e0.5γζε+2π0Δ1(ζ,x)xΔ(x)ex2τdx, 0ζ1, τ0, (59)
Θ2(ζ,τ)=αε4π20Δ2(ζ,x)x2Δ(x)ex2τdx, ζ1, τ0, (60)

where

Δ1(ζ,x)=ΔR(x)Δ1,I(ζ,x)+ε2eγΔI(x)Δ1,R(ζ,x), (61)
Δ2(ζ,x)=ΔR(x)cos(ς x)+ε e0.5γΔI(x)sin(ς x), (62)
Δ(x)=ΔR2(x)+ε2eγΔI2(x)], (63)
ΔR(x)=Y0(αx)J0(βx)J0(αx)Y0(βx), (64)
ΔI(x)=Y0(αx)J1(βx)J0(αx)Y1(βx), (65)
Δ1,R(ζ,x)=J1(βx)Y1(ξx)Y1(βx)J1(ξx), (66)
Δ1,I(ζ,x)=J0(βx)Y1(ξx)Y0(βx)J1(ξx). (67)

Taking into account the functions Θ0(τ) (38) and Θl(ζ,τ), l=1,2 (59), (60) in the relations (36) and (37), after integration, the sought dimensionless temperature rise was found in the form:

Θ(ζ,τ)=2τπ1ε+1πe0.5γζ0Δ1(ζ,x)xΔ(x)F(xτ)dx, 0<ζ1, τ0, (68)
Θ(ζ,τ)=2τπ1εγππ0Δ2(ζ,x)x2Δ(x)F(xτ)dx, ζ1, τ0, (69)

where

F(x)=2ex2πx0xes2ds. (70)

To calculate function F(x) (70), we used the following approximation formulae [41]:

F(x)=2πn=0(1)n(2x2)n(2n+1)!!, 0<x<3, F(x)=2πn=0N(2n1)!!(2x2)n+1, x3, (71)

where (1)!!=1, (2n+1)!!=135...(2n+1).

Besides the exact (in quadratures) solutions (68)–(71), the corresponding asymptotic solutions were also obtained for small and large values of the Fourier number (dimensionless time) τ.

Small values of τ (large values of the parameter p). Taking into account in Equations (29), (30), and (35) asymptotes of the modified Bessel functions for large values of the argument [38]:

In(x)ex2πx, Kn(x)π2x ex, n=0, 1, .... , (72)

transforms (33) and (34) were obtained in the form:

Θ¯*(ζ,p)e0.25γζe(αξ)ppp, 0ζ<1, (73)
Θ¯*(ζ,p)2e0.25γ(1+ε e0.5γ)e(αβ+ς)ppp, ζ1, (74)

where, based on the definitions (27) and (32), we have:

αξ=2γ*(1e0.5γζ)>0, αβ+ς=2γ*(1e0.5γ)+ζ1k>0. (75)

Proceeding from the transforms (73) and (74) to the originals [39], asymptotes of dimensionless rise of temperature at the initial moments of the heating process were obtained in the form:

Θ(ζ,τ)2τ e0.25γζierfcαξ2τ, 0ζ<1, 0τ<<1, (76)
Θ(ζ,τ)4τ e0.25γ(1+ε e0.5γ) ierfcαβ+ς2τ, ζ1, 0τ<<1, (77)

where, ierfc(x)=π0.5ex2xerfc(x) erfc(x)=1erf(x), erf(x)—Gauss error function [38].

Large values ofτ (small values of the parameter p). For small values of the argument of modified Bessel functions with account of the expressions (56) and (57) Laplace transforms (33) and (34) were presented as:

Θ¯*(ζ,p)εχp(p+ε)+1pp(p+ε),  0ζ<1, χ=1γ*(eγζeγ), (78)
Θ¯*(ζ,p)eςppp(p+ε), ζ1, (79)

where the coefficient ς is defined in Equation (27). Proceeding to the space of originals [39], the following asymptotes of dimensionless temperature rise for large values of the Fourier number τ:

Θ(ζ,τ)2ετπ+χ1ε21eε2τerfc(ετ), 0ζ<1, τ>>1, (80)
Θ(ζ,τ)2ετπ eς24τ1ες+1εerfcς2τ+1ε2eες+ε2τerfcς2τ+ετ, ζ1, τ>>1. (81)

On the interface ζ=1, coefficients are χ=ς=0 and from the Equations (80) and (81) it was obtained:

Θ(1+,τ)=Θ(1,τ)2ετπ1ε21eε2τerfc(ετ). (82)

4. Verification of the Solution

We will prove that the derived solution (68)–(70) satisfies the boundary conditions (13)–(16) and the initial condition (17). After differentiating the solution (68) with respect to the spatial variable ζ, it was obtained:

Θ(ζ,τ)ζ=2τπ 1πe0.5γζ0[Δ1(ζ,x)0.5γΔ1(ζ,x)]xΔ(x)F(xτ)dx, 0ζ1, τ0, (83)

where derivative of the function Δ1(ζ,x) (61) has the form:

Δ1(ζ,x)=ΔR(x)Δ1,I(ζ,x)+ε2eγΔI(x)Δ1,R(ζ,x). (84)

Considering derivatives [38]:

J1(x)=J0(x)x1J1(x), Y1(x)=Y0(x)x1Y1(x), (85)

and Equations (64)–(67) for ζ=0 it was found:

Δ1,R(0,x)=0.5γΔ1,R(0,x)xΔI(x), Δ1,I(0,x)=0.5γΔ1,I(0,x)xΔR(x), (86)
Δ1,R(0,x)=Y1(α x)J1(β x)J1(α x)Y1(βx),Δ1,I(0,x)=Y1(α x)J0(βx)J1(α x)Y0(βx), (87)

Substituting the Equations (86) and (87) to the expression (84), it was obtained:

Δ1(0,x)=0.5γΔ1(0,x)xΔ(x), (88)

where functions Δ1(0,x) and Δ(x) were determined from Equations (61) and (63), respectively. Next, from the Equation (83), with consideration of the derivative (88), the following was found:

Θ(ζ,τ)ζζ=0+=2πτπ 0F(xτ)dx, τ0, (89)

where function F(x) has form (69), (70). Taking into account the value of the integral [41]:

0F(x)dx=π2, (90)

from the Equation (88) it follows that boundary condition (13) is met.

Comparing the forms of solutions (68) and (69) it can be concluded that the boundary condition (14) is satisfied, when:

e0.5γΔ1(1,x)=γΔ2(1,x)πx. (91)

Taking into consideration that for ζ=1 yields ξ=β and ς=0, from Equations (61)–(67) it was obtained:

Δ1,R(1,x)=0, Δ1(1,x)=ΔR(x)Δ1,I(1,x), Δ2(1,x)=ΔR(x). (92)

Then, using relations [38]:

Δ1,I(1,x)=J0(βx)Y1(β x)Y0(βx)J1(β x)=2πβx, (93)

definition of coefficient β (27), (32) and Equation (92), the Equality (91) takes the form:

γπxΔR(x)γπxΔR(x), (94)

which confirm the fulfillment of the boundary condition (14).

For ζ=1 from Equations (83) and (84), it was found:

Θ(ζ,τ)ζζ=1+=2τπ 1πe0.5γ0[Δ1(1,x)0.5γΔ1(1,x)]xΔ(x)F(xτ)dx, τ0, (95)
Δ1(1,x)=ΔR(x)Δ1,I(1,x)+ε2eγΔI(x)Δ1,R(1,x), (96)

where the corresponding values of the derivatives of the function Δ1,R(ζ,x) (66) and Δ1,I(ζ,x) (67) with respect to the variable ζ have the form:

Δ1,R(1,x)=γπ, Δ1,I(1,x)=γπβx, (97)

Substituting the above Equation (97) to the right side of Equality (96), and next, considering in this manner the obtained derivative Δ1(1,x) and functions Δ1(1,x) (92), (93) in the integrand (95), it was received:

eγΘ(ζ,τ)ζζ=1+=2π2ε2γe0.5γτ0ΔI(x)xΔ(x)F(xτ)dx, τ0. (98)

On the other hand, differentiating the solution (69) with respect to the variable ζ yields:

KΘ(ζ,τ)ζζ=1=2π2γKτ0Δ2(1,x)x2Δ(x)F(xτ)dx, τ0, (99)

where value of the derivative function Δ2(ζ,x) (61) for ζ=1 is equal to:

Δ2(1,x)=ε e0.5γkxΔI(x). (100)

Taking into consideration of derivative (100) and definition (32) of thermal activity ε in the right side of the equality (99), it was established that it is the same as the right side of Equation (98). In this way, it was proved that the obtained solutions (68)–(70) meet the boundary condition (15). Fulfillment of the condition (16) of temperature rise disappearance (69) for ζ is guaranteed by omitting the function B2(p) (28) in Equation (26). Additionally, it was checked during the numerical calculations. Obviously, the solutions (68)–(70) satisfy also the initial condition (17).

5. Heating the Coating Surface by a Heat Flux with Linearly Decreasing Intensity in Time

Presented above exact solutions (68)–(70) were developed for constant intensity of heat flux q0 over time. In this chapter, the heating process of the FGC surface deposited on the homogeneous substrate, with time-dependent heat flux intensity:

q(t)=q0q(t), q(t)=1t ts1, 0tts, (101)

where ts—the final moment of heating process. It should be noted that the evolution of the heat flux intensity in the form (101) is characteristic for thermal problems of friction formulated for braking process with constant deceleration [42]. Dimensionless temperature rise Θ^*(ζ,τ), corresponding to the heat flux intensity (101) can be found based on Duhamel’s theorem [43]:

Θ^*(ζ,τ)=τ0τq(τs)Θ*(ζ,s)ds, ζ0, 0ττs, (102)

where Θ*(ζ,τ) is dimensionless temperature rise (68)–(70), and function q(τ) has the form:

q(τ)=1τ τs1, 0ττs, τs=k1tsd2. (103)

Substituting the solution (68) and function q(τ) (103) to the integrand in the expression (102), it was found:

Θ^(ζ,τ)=τ2πεQ1(τ)+2πe0.5γζ0Δ1(ζ,x)xΔ(x)Q2(τ,x)dx,0ζ1, 0ττs, (104)

where

Q1(τ)=0τ1τsτssds=23ττ12τ5τs, (105)
Q2(τ,x)=0τ1τsτssF(xs)ds=1ττsQ21(τ,x)+1τsQ22(τ,x), (106)
Q21(τ,x)=0τsF(xs)ds, Q22(τ,x)=0τssF(xs)ds. (107)

Taking into consideration the function F(x) (70), integrals (107) were written in the form:

Q21(τ,x)=2x2τπ1π2F(xτ), (108)
Q22(τ,x)=2x4τπ1+13x2τπ2(1+x2τ)F(xτ). (109)

Applying functions Q21(τ,x) (108) and Q22(τ,x) (109) into Equation (106), it was received:

Q2(τ,x)=2x2τπ12τ3τs+1x2τsπ21+1x2τsF(xτ). (110)

Next, differentiating the functions Q1(τ) (105) and Q2(τ,x) (110), it was found:

P1(τ)dQ1(τ)dτ=τ P1(τ), P1(τ)=12τ3τs, (111)
P2(τ,x)Q2(τ,x)τ=τ P2(τ,x), P2(τ,x)=1+1x2τsF(xτ)2πx2τs. (112)

From the Duhamel’s formula (104) with account of derivatives (111) and (112), it was obtained:

Θ^(ζ,τ)=2τπ1εP1(τ)+1πe0.5γζ0Δ1(ζ,x)xΔ(x)P2(τ,x)dx, 0ζ1,0ττs. (113)

Noting that solution (113) is structurally close (with accuracy to the functions P1(τ) (111) i P2(τ,x) (112)) to the solution (68), based on the expression (69) the following can be written:

Θ^(ζ,τ)=2τπ1εP1(τ)γππ0Δ2(ζ,x)x2Δ(x)P2(τ,x)dx, ζ1, 0ττs. (114)

It should be noted that for τs from the Equations (111) and (112) follows that P1(τ)=1,P2(τ,x)=F(xτ) and solutions (113), (114) become the same, as well as the previously obtained solutions (68), (69) at constant heat flux intensity.

6. Numerical Analysis

Calculations were performed for a coating made of two-component FGM, applied on the homogeneous substrate. On the outer surface of FGC is pure zirconium dioxide ZrO2 that smoothly transforms into a titanium alloy Ti-6Al-4V in the structure of the coating material. The element substrate is made of cast iron ChNMKh. Essential for calculations, properties of these materials at the ambient temperature T0=20 C are included in Table 1.

Table 1.

Materials properties [34,44].

Material Thermal Conductivity
Wm1K1
Specific Heat Capacity
J kg1K1
Density
 kg m3
ZrO2 K1,1=1.94 c1,1= 452.83 ρ1,1= 6102.16
Ti-6Al-4V K1,2=6.87 c1,2= 538.08 ρ1,2= 4431.79
ChNMKh K2=52.17 c2= 444.6 ρ2= 7100

Specific heat capacity and density of functionally graded coating material was determined according to the mixture law:

c1=c1,1v+(1v)c1,2, ρ1=ρ1,1v+(1v)ρ1,2, (115)

where 0v1 is the volume fracture of the FGM components. For the same proportion of both components (v=0.5) it was established that c1=495.55 J kg1K1, ρ1= 5266.98kg m3. Moreover from the Equation (9) the dimensionless values of thermal conductivity K=26.89 and diffusivity k=22.23 were found, and the thermal activity ε=5.7 from the Equation (32). Gradient parameter of considered FGM was found based on the following relation [45]:

γ=ln( K1,2 K1,1 1)=1.26. (116)

Main objects of the numerical analysis are dimensionless temperature rises Θ(ζ,τ) (68), (69) and Θ^(ζ,τ) (113), (114) initiated by heating the coating surface by heat fluxes with constant and linearly decreasing intensities over time. Numerical integration in the Equations (68), (69) and (113), (114) were performed utilizing the QAGI procedure from the package QUADPACK [46].

Variations of dimensionless temperature rise Θ(ζ,τ) (68), (69) over time of heating (Fourier number τ) in the coating and substrate is presented in Figure 3 and Figure 4. Deposition of a FGC on a substrate causes a drop of temperature compared to a homogeneous coating made entirely of zirconium dioxide (Figure 3a). It is valuable that this effect becomes more noticeable with the passage of heating time, and thus with increasing the temperature of the protective layer. So, the Ti-6Al-4V titanium alloy, having a thermal conductivity three times higher than zirconium dioxide ZrO2, fulfills well the assumed a priori role of dissipating heat from the heated surface of the FGC and thus lowering its temperature. It should be noted that the described effect of lowering the temperature as a result of using FGM is maintained inside the layer (0ζ<1). However, starting from the interface and further into the substrate (ζ1), we observe the opposite behavior of the temperature evolution—the temperature of the substrate with the FGC is higher than when using a homogeneous coating (Figure 3b). This is due to the significantly higher thermal conductivity of cast iron compared to the titanium alloy (Table 1). The temperature of the substrate is much (more than an order of magnitude) lower than the temperature of the coating.

Figure 3.

Figure 3

Evolutions of dimensionless temperature rise Θ(ζ,τ) for selected values of dimensionless spatial variable ζ in: (a) coating, (b) substrate. Solid lines—FGC, dashed lines—homogeneous ZrO2 coating.

Figure 4.

Figure 4

Comparison of time profiles of dimensionless temperature rise Θ(ζ,τ) in the FGC, obtained using the exact (68), (69) (solid lines) and asymptotic (dashed lines) solutions: (a) for small (76), (77), (b) for large (80), (81) Fourier number τ, for selected values of dimensionless spatial variable ζ.

Results demonstrated in Figure 3 were obtained based on exact solutions for coating (68) and substrate (69), whereas Figure 4 illustrates the outcomes established by means of the asymptotic solutions for small (76), (77) and large (80), (81) values of dimensionless time (Fourier number) τ. Calculations were performed only for the FGC.

Satisfactory agreement of exact and asymptotic (for small τ) solutions takes place in the range 0τ0.1 (Figure 4a). On the other hand, the good agreement of the results obtained with the use of exact and asymptotic (for large τ) solutions occurs at τ1 (Figure 4b). The advantage of asymptotic solutions is their analytical form, which eliminates the need for laborious procedures of numerical integration. Thus, the developed asymptotic solutions can be used for expressing the estimation of the temperature mode of the considered coating–substrate system.

As shown in Figure 3 and Figure 4, the outcomes were obtained for FGM gradient parameter γ=1.26 determined based on the Equation (116). On the other hand, γ can be considered as independent input parameter, responsible for the speed of “transition” of the thermal conductivity coefficient K1 of coating material, from the value K1,1 of the first component to the value K1,2 of the second component, according to the formula (1). Influence of the gradient γ on the temperature of heated coating surface is presented in Figure 5, where results obtained for γ=0 correspond to the coating made entirely from the zirconium dioxide. Increase in FGM gradient causes a drop in temperature, which becomes more noticeable as the heating process progresses (Figure 5a). At the final moment τ=0.5, the decrease in the temperature of the heated FGC surface is almost linear (Figure 5b).

Figure 5.

Figure 5

Effect of FGC gradient γ on dimensionless temperature rise: (a) evolution Θ(0,τ) (68), (69) for selected values of γ, (b) dependency ΘmaxΘ(0, 0.5) on γ.

Investigation of the impact of linearly decreasing time profile of the heat flux intensity (103) was carried out based on solutions (113) and (114) for τs=0.5, γ=1.26 (Figure 6). For a constant intensity of the heat flux, the temperature of the coating and substrate increases monotonically with the heating time (Figure 3). However, in the considered case of a linear heat flux intensity profile, the temperature of the coating reaches its maximum value Θ^max at the moment of time 0<τmax<τs, and then decreases (Figure 6a). The maximum temperature value Θ^max is achieved the earliest on the FGC outer surface ζ=0. The time to reach Θ^max increases with the distance from heated surface.

Figure 6.

Figure 6

Evolution of dimensionless temperature rise Θ^(ζ,τ) (113), (114) for selected dimensionless values of spatial variable ζ in: (a) coating, (b) substrate. Solid lines—FGC, dashed lines—homogeneous coating made of ZrO2.

Starting from the interface ζ=1 and further into the substrate ζ>1, the temperature increases throughout the heating process, reaching the highest value at the moment τmax=τs (Figure 6b). Both at a constant and at the time-dependent intensity of the heat flux, consideration of the FGC gradient causes a drop in the temperature value in relation to the temperature of the coating made of a homogeneous material. In the substrate, the situation is opposite—at fixed value of ζ, the temperature is lower in case of a homogeneous coating material. Regardless of the coating material (FGM or homogeneous), the substrate temperature is an order lower than in the coating.

Spatial-temporal distributions of temperature are presented in Figure 7, for constant and time-dependent heat flux intensities. Visible differences between the shape of the corresponding isotherms occur only in the more heated element of the system—the coating that absorbs the main part of the thermal load. In the case of a constant intensity of the heat flux, the isotherms with a fixed temperature level go deeper inside the FGC during the whole heating process. On the other hand, during heating by a heat flux with linearly decreasing intensity over time, the isotherms in the coating reach the maximum distance from the heated surface before the end of the process.

Figure 7.

Figure 7

Dimensionless isolines of the temperature rises: (a) Θ(ζ,τ) (68), (69), (b) Θ^(ζ,τ)(113), (114). Solid lines—FGC, dashed lines—homogeneous coating made of ZrO2.

7. Conclusions

As a result of the performed analysis, it was found that:

  1. Deposition of functionally graded coating on the homogeneous substrate allow to effectively lower the temperature on the heated surface;

  2. FGC is the main adsorbent of frictional heat generated. As a result, values of temperature achieved in the substrate are much lower than that obtained in the coating temperature level;

  3. The temporal profile of the heat flux intensity has a noticeable impact on the spatial-temporal distribution of isotherms only in the coating;

  4. Gradient parameter of the FGC has a crucial influence on the maximum temperature for the selected coating–substrate system;

  5. Obtained asymptotic solutions are useful for the express estimation of the temperature of the FGC-substrate system at small and large values of the Fourier number;

  6. The proposed mathematical model can be utilized as an effective tool for simulating the temperature mode of homogeneous bodies with functionally graded coating.

In summary, it should be noted that the developed methodology for obtaining accurate and asymptotic solutions can be successfully applied also to the FGM class, not only with increasing but also decreasing thermal conductivity along the thickness, as well as in the problems of thermal conduction, considering the generation of heat due to friction on the contact surface of the protective layer with the counterbody. For example, such a pair may be formed by a brake disc coated with FGC in combination with a pad.

Nomenclature

c Specific heat capacity (J kg1K1)
d Thickness of FGC (m)
In() Modified Bessel functions of the nth order of the first kind
Jn() Bessel functions of the nth order of the first kind
Kn() Modified Bessel functions of the nth order of the second kind
k Thermal diffusivity (m2s1)
K Thermal conductivity (W m1K1)
q Intensity of heat flux (W m2)
q0 Nominal value of the heat flux intensity (W m2)
t Time (s)
ts Final moment of the heating process (s)
T Temperature (°C)
T0 Initial temperature (°C)
v Volume fraction of the material phases (dimensionless)
Yn() Bessel functions of the nth order of the second kind
z Spatial coordinate in axial direction (m)
γ Parameter of FGM gradient (m-1)
γ Dimensionless parameter of FGM gradient
Λ Temperature rise scaling factor (°C)
ε Dimensionless coefficient of thermal activity of friction couple
Θ Temperature rise (°C)
Θ Dimensionless temperature rise
ρ Density (kg m3)
τ Dimensionless time
τs Dimensionless final time of heating
ζ Dimensionless spatial coordinate in axial direction

Author Contributions

Conceptualization and methodology, A.Y.; software, P.Z.; validation, A.Y. and K.T.; formal analysis, A.Y. and P.Z.; investigation, A.Y., K.T. and P.Z.; writing—original draft preparation, A.Y. and K.T.; writing—review and editing, K.T.; visualization and figures preparation, P.Z.; supervision, A.Y.; project administration, K.T. All authors have read and agreed to the published version of the manuscript.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Conflicts of Interest

The authors declare no conflict of interest.

Funding Statement

This research was funded by the National Science Centre in Poland, grant number 2017/27/B/ST8/01249 and the APC was funded by the program of the Minister of Education and Science of Poland named “Regional Initiative of Excellence” in 2019–2022, project number 011/RID/2018/19.

Footnotes

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.


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