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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Models of unsteady convective and conductive heating of double-layer printing materials⋆</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yaroslav Kolyano</string-name>
          <email>yaroslav.y.koliano@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Bohdan Durnyak</string-name>
          <email>bohdan.v.durnyak@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Taras Sass</string-name>
          <email>taras.s.sass@lpnu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Georgij Petriaszwili</string-name>
          <email>georgij.petriaszwili@pw.edu.pl</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>12 Stepan Bandera St., Lviv, 79013</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Warsaw University of Technology</institution>
          ,
          <addr-line>1 Politechniki Sq, Warszawa, 00-661</addr-line>
          <country country="PL">Poland</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2026</year>
      </pub-date>
      <abstract>
        <p>In modern printing production, trends aimed at improving barrier and strength characteristics lead to an increasingly wide use of multilayer materials (composites). Each layer in such composites is made of a material with qualitatively different properties and serves its own functional purpose. Many of these materials are subjected to thermal treatment (heating and drying) at various stages of production or operation. The main obstacle to intensive thermal treatment is the occurrence of significant temperature and moisture content gradients, which cause considerable thermal and moisture stresses and deformations. A prerequisite (the first step) for studying thermo-moisture conductivity problems (drying problems) is the study of the corresponding heat conduction problems (heating problems), which enables a more thorough analysis of the relevant industrial drying process. Therefore, this paper presents the corresponding mathematical models and provides graphs of convective and conductive temperature distributions for double-layer composite printing materials, allowing observation of emerging temperature gradients and analysis of their role in these processes. The results of numerical calculations can be recommended for enterprises in the printing industry as well as in other fields of production where thermal treatment is applied.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;heat transfer</kwd>
        <kwd>unsteady convective heating</kwd>
        <kwd>unsteady conductive heating</kwd>
        <kwd>temperature gradients</kwd>
        <kwd>composite materials</kwd>
        <kwd>printing materials</kwd>
        <kwd>mathematical modeling</kwd>
        <kwd>thermal treatment</kwd>
        <kwd>1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>A significant number of materials used in printing are multilayer bodies, that is, composites.
During their production (at various stages of the manufacturing process) and operation, they are
subjected to thermal treatment (heating and drying). Such plane-parallel composites in printing
include certain special types of paper (coated paper, map paper), cardboard (layered cardboard
consisting of various layers such as cellulose, wood pulp, cardboard), cardboard with a protective
film, corrugated cardboard; modern packaging materials (paper–lacquer, paper–foil, paper–
polyethylene, aseptic three-layer packaging of cardboard–foil–polyethylene); laminated prints
(application of polymer by melt coating or by pressing polymer films); bookbinding covers
(cardboard, adhesive layer, cover material); book covers (paper base and polymer coating); the
spines of book blocks when attaching the block to the cover; printing plates, and others [8, 9, 10,
11, 15, 18, 6]. The main obstacle to intensive thermal treatment of materials is the occurrence of
stresses that lead to deterioration in product quality or even its destruction. The reason for the
formation of large temperature and moisture stresses and deformations during the heating of a
material is the presence of temperature and moisture content fields with significant gradients of
these quantities [4, 6]. An important technological factor in heating various materials is the
preservation of their shape during subsequent technological operations. Therefore, the selection of
the regime parameters of the heating (drying) process plays an important role in determining the
technological mode under specific production conditions. Optimization of heating and drying
processes for such materials is an urgent task, the solution of which will make it possible to
prevent the destruction or damage of materials, improve the operational properties of finished
products, use thermal energy efficiently, and reduce production time [8, 11]. The prerequisite (first
step) for solving and studying unsteady problems of heat-and-moisture conductivity (drying
problems) for multilayer bodies is the solution of the corresponding unsteady heat conduction
problems (heating problems). The creation of new high-quality composites will ensure material
savings and reduce the weight and thickness of products.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Related works</title>
      <p>The number of theoretical and practical studies concerning the convective heating method is
considerable and continues to grow, especially in the field of high-speed (jet) convection [11] and
combined heating methods (conductive–convective, radiative–convective), which are used when a
less intensive technological regime is required [8, 11, 2, 17, 20]. The conductive heating method has
been studied to a lesser extent, particularly with regard to printing materials [8]. The radiative
(infrared or thermal radiation) heating method has been investigated even less [7, 8, 11, 13]. The
study of the advantages of various heating methods contributes to the correct selection of the
design and operating parameters of drying equipment and enables further control of these
processes. In this regard, for the improvement of thermal treatment technologies, the development
of analytical research methods for heating and drying processes based on the theories of heat
conduction and heat-and-mass transfer (thermo-moisture conductivity) is considered relevant [4, 6,
14]. With the development of information technologies, new opportunities are emerging for the
study of the above-mentioned methods of thermal treatment of materials in the printing industry
[1].</p>
    </sec>
    <sec id="sec-3">
      <title>3. Methodology and presentation of the main research material</title>
      <p>The purpose of this paper is to study, based on the proposed models, the behavior of certain
double-layer printing materials (the number of layers may be greater) under convective and
conductive heating. The next step in the future is to analyze multilayer (composite) materials with
predetermined properties (each layer performing its own function), which are able to withstand
permissible thermal loads without losing quality during production and operation. The research
will be focused on the manufacturing and use of special types of paper and cardboard, bookbinding
covers, packaging materials, decorative printing products, military and fire-resistant equipment [3],
building materials considered as two- or multi-layer composites (see [6], [16, 19]).
The mathematical models of unsteady convective and conductive heating of a double-layer plate
are developed on the basis of the classical theory of heat conduction proposed by O. V. Lykov [4,
5].</p>
      <p>Physical formulation of the convective heat conduction problem. An infinite plate composed of two
layers having different thermophysical parameters and thicknesses h1 and h2 (i.e., a composite of
two layers) is considered (see Fig. 1). The initial temperature of both layers is uniform and equal to
t 0. At the initial moment of time τ = 0, this composite is placed in a medium with a temperature t c.
Convective heat exchange occurs between the boundary surfaces and the surrounding medium. At
the interface between the layers z=0, conditions of ideal thermal contact are assumed. It is
required to determine the temperature distribution at an arbitrary point z of the double-layer plate
as a function of time τ.</p>
      <p>
        The mathematical formulation of the proposed problem can be written as follows:
∂∂2 zT21 = a11 ∂∂Tτ1 , - h1 &lt; z &lt; 0 , τ &gt;0 (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )
      </p>
      <p>
        ∂∂2 zT22 = a12 ∂∂Tτ2 , 0 &lt; z &lt; h2 , (
        <xref ref-type="bibr" rid="ref2">2</xref>
        )
T 1( z , τ )= T 2( z , τ )= 0 , τ = 0 , (
        <xref ref-type="bibr" rid="ref3">3</xref>
        )
      </p>
      <p>T 1( z , τ )= T 2( z , τ ) , λ1 ∂∂Tz1 = λ2 ∂∂Tz2 , z=0, (6)
where T 1 = t1 ( z , τ ) - t 0 , T 2 = t 2 ( z , τ ) - t 0 — the sought temperature distributions for the first and
second layers of the plate, respectively; T c = t c - t 0, t c , t 0 — given quantities; a j , λ j — coefficients of
thermal diffusivity and thermal conductivity of layers 1 and 2; α — heat transfer coefficient
between the plate surfaces and the external environment.</p>
      <p>
        Applying the Laplace transform with respect to time [5, 6] to equations (
        <xref ref-type="bibr" rid="ref1">1</xref>
        )–(6), we obtain:
λ1 ∂∂Tz1 - α ( T 1 - T C )= 0 ,
λ2 ∂∂Tz2 + α ( T 2 - T C )= 0 ,
z = - h1 ,
z = h2 ,
dd2 zT2j = asj T j
λ1 ddTz 1 - α (T 1 - Tsc )= 0 ,
λ2 ddTz 2 + α (T 2 - Tsc )= 0 ,
,
      </p>
      <p>
        ( j = 1,2)
z = - h1
z = h2
(
        <xref ref-type="bibr" rid="ref4">4</xref>
        )
(5)
(7)
(8)
(9)
      </p>
      <p>T 1 = T 2 , λ1 ddTz 1 = λ2 ddTz 2 , z= 0 (10)
where s — the Laplace transform parameter; T j ( z , s ) — Laplace transforms of the temperature
functions T j ( z , τ ) in the image space.</p>
      <p>The general solutions of the heat conduction equation (7) can be written as:
where s j = √ a
s</p>
      <p>( j = 1,2). The four unknown constants A1 , B1 , A2 , B2 are determined by
j
substituting solutions (11) into the transformed boundary conditions (8)–(10) and solving the
following system of linear algebraic equations:</p>
      <p>A1 = A2 ,</p>
      <p>K ε B1 = B2 ,
- δ11 A1 + δ12 B1 = - H 1 Tsc ,
δ 21 A1 + δ22 B1 = H 2 Tsc ,
(12)
Φ1 ( z , s) = H (δ22 + K λ δ12) ch s1 z + H ( K λ δ11 - δ21) sh s1 z,
Φ2 ( z , s) = H (δ22 + K λ δ12) ch s2 z + H K ε ( K λ δ11 - δ21) sh s2 z , ψ ( s) = δ11 δ22 + δ12 δ21 .</p>
      <p>To transition from the image space to the original functions, the Vashchenko–Zakharchenko
theorem is applied. As a result, the expressions for the temperature distributions in dimensionless
form through the criterion parameters are obtained as shown above.</p>
      <p>T 1* ( Z , Fo) = T 1 ( z , τ ) = 2 + Bi (1 + K h K ε ) + 2 Bi ∑∞ Φ1( Z , μn) e- μn2 Fo ,</p>
      <p>T c 2 + Bi (1 + β K ε ) n=1 μn Ψ ( μn)
T *2 ( Z , Fo) = T 2 ( z , τ ) = 2 + Bi (1 + K h K ε ) + 2 Bi ∑∞ Φ2( Z , μn) e- μn2 Fo , 0&lt; Z &lt; K h , (16)
T c 2 + Bi (1 + β K ε ) n=1 μn Ψ ( μn)
−1&lt; Z &lt;0 , (15)
T c 1
s ψ ( s)
T c 1
s ψ ( s)
T 2 ( z , s) = A2 ch s2 z + B2 sh s2 z = H</p>
      <p>(δ22 + K λ δ12) ch s2 z +
where
where</p>
      <p>T j ( z , s) = A j ch s j z + B j sh s j z ,
(11)
where δ11 = s1 sh s1 h1 + H 1 ch s1 h1 , δ12 = s1 ch s1 h1 + H 1 sh s1 h1 ,
δ21 = s2 sh s2 h2 + H 2 ch s2 h2
, δ22 = K ε ( s2 ch s2 h2 + H 2 sh s2 h2) ,
1
images of the temperature take the form:
K ε = √KKλα , K λ = λλ21 , K a = aa21 , H j = λαj ( j = 1,2).</p>
      <p>From the system of equations (12), the values of the constants A₁ and B₁ are determined.
For convenience, let H = H 1 = λα H 2 = λα2 = λλ12 ⋅ λα1 = K λ H . Then, the expressions for the Laplace
T 1 ( z , s) = A1 ch s1 z + B1 sh s1 z = H
(δ22 + K λ δ12) ch s1 z +
+ H</p>
      <p>T c 1
s ψ ( s)
( K λ δ11 - δ21) sh s1 z = T c Φ1 ( z , s) , (13)</p>
      <p>s ψ ( s)
+ H</p>
      <p>T c K
s</p>
      <p>1 ( K λ δ11 - δ21) sh s2 z = T c Φ2 ( z , s) , (14)
ε ψ ( s) s ψ ( s)
Φ1 ( Z , μn) = A1 ( μn) cos μn Z + A2 ( μn) sin μn Z ,
Φ2 ( Z , μn) = A1 ( μn) cos ( μn √ K a Z ) + K ε A2 ( μn) sin ( μn √ K a Z ) ,
A1 ( μn) = a11 ( μn) + a12 ( μn) , A2 ( μn) = a21 ( μn) - a22 ( μn),
a11( μn)= K ϵ [ √ K a μn cos ( β μn)+ K λ Bi sin ( β μn)] , a12( μn)= K λ ( μn cos μn+ Bi sin μn) ,
a21( μn)= K λ ( Bi cos μn− μn sin μn) , a22( μn)= K λ Bi cos ( β μn)− μn √ K a sin ( β μn),
Ψ ( μn)=b1( μn) cos μn cos ( β μn)+b2( μn) sin μn sin ( β μn)
b1( μn)=2 K λ Bi− β √ K a μ2n+ β K λ K ϵ Bi2+ √ K a Bi2− K λ μ2n ,
b2( μn)=√ K a μ2n+ β K λ μn−Bi √ K a( K 2ϵ+1)− K λ K ϵ Bi2− β √ K a Bi2,</p>
      <p>2
b3( μn)=2 K λ+2 K λ Bi + β Bi √ K a( K 2ϵ+1) , b4 ( μn)=2 √ K a+2 β Bi K λ+ Bi √ K a( K 2ϵ+1)
Bi = λα1 h1 , Z = hz1 , Fo = ah1τ12 , β = K h √ K a , K h = hh21 .</p>
      <p>The quantities μn are the roots of the characteristic equation
2 K ϵ Bi μ cos μ cos ( β μ)−Bi μ ( K 2ϵ+1) sin μ sin ( β μ)+</p>
      <p>− μn b3( μn) sin μn cos ( β μn)− μn b4 ( μn) cos μn sin ( β μn)
+( K 2ϵ Bi2− μ2) cos μ sin ( β μ)+ K ϵ ( Bi2− μ2) sin μ cos ( β μ)=0 .</p>
      <p>Physical formulation of the conductive heat transfer problem. An infinite plate of total thickness h
composed of two layers (see Fig. 2) is considered. The layers have different thermophysical
properties and thicknesses h₁ and h₂. The initial temperature of both layers is the same and equal to
t₀. At the initial moment of time τ =0, the upper surface z = h, which interacts with the
surrounding medium according to the law of convective heat exchange, is exposed to a
temperature t c, while the lower surface z = 0 is heated by a heat flux q. At the interface z = h₁, the
conditions of perfect thermal contact are assumed. It is required to determine the temperature
distribution at an arbitrary point z of this double-layer plate as a function of time τ.</p>
      <p>This problem was solved and analyzed in [6].</p>
    </sec>
    <sec id="sec-4">
      <title>4. Numerical experiment and research results</title>
      <p>In this study, a numerical comparison between conductive and convective heating of double-layer
printing materials is carried out. To determine the behavior of the unsteady temperature field of a
double-layer plate under conductive heating, numerical calculations were performed using
formulas (7) and (8) from paper [6] in the Fortran programming environment. The numerical
analysis was conducted for a double-layer composite made of polyurethane (first layer) and
cardboard (second layer) (see Fig. 3). The choice of these materials is justified by the significant
differences in their thermophysical parameters λ and a for polyurethane and cardboard, which
make it possible to observe pronounced temperature gradients, especially within the polyurethane
layer. If another polymer such as polyethylene or polypropylene is used for the first layer, the
temperature gradients in this layer are smaller [5]. The thermophysical parameters are as follows:
for polyurethane: λ1=0.026 W , a1=0.3×10−6 m2 [6]; for cardboard: λ2=0.2 W ,
(m ° C ) s (m ° C )
a2=0.174×10−6 ms2 , α ≈ 11.7 (mW2° C )[6]; t 0=10 ° C, t c=30 ° C, q=1000 mW2 . These input
temperature parameters correspond to the production and experimental values given in [3, 5, 6, 11,
12].</p>
      <p>Using formulas (7) and (8) from [6], the temperature distributions over time were calculated for
the double-layer polyurethane–cardboard (composite) plates with total thicknesses of 10 mm (1
mm + 9 mm) and 2 mm (1 mm + 1 mm) under conditions of conductive heating (see Fig. 3). In both
cases, the temperature reaches its maximum value at the end of the heating process (i.e., when the
plate is fully heated through). Temperature gradients (differences across the plate thickness) appear
from the initial time moments and reach their maximum at the end of heating. Polyurethane is a
significantly better thermal insulator than cardboard (it retains heat more effectively), therefore,
the temperature gradients that occur within it are much higher than in cardboard (see Fig. 3b, 3d).
As the plate thickness increases, the magnitude of the temperature gradient between its surfaces
also increases (see Fig. 3b, 3d). When these gradients reach critical values, they generate dangerous
stresses and deformations that lead to material failure (delamination or cracking). Such stresses and
deformations are particularly hazardous along the interface between the layers z=h1 due to the
considerable difference in their thermophysical parameters. The heating duration under a heat flux
q=1000 W2 can be evaluated from the secondary time axes for the real time τ (see Fig. 3a, 3c): for
m
the 10 mm plate, heating lasts about 1 hour; for the 2 mm plate — about 0.1 hour (6 minutes).
Furthermore, the unsteady temperature graphs in Fig. 3 make it possible to observe the maximum
(including critical) temperature values that occur in the composite during heating. For instance,
under heating by a heat flux q=1000 W2 , the polyurethane–cardboard composite plate of 10 mm
m
thickness reaches a surface z=0 temperature of t max≈190 ° C (see Fig. 3a). For polyurethane, this
value represents the critical temperature at which melting begins.</p>
      <p>The numerical solution of the unsteady heat conduction problem for the double-layer
polyurethane–cardboard plates with total thicknesses of 10 mm (1 mm + 9 mm) and 2 mm (1 mm +
1 mm) under convective heating (see Fig. 4) was performed using formulas (15) and (16). A
computational module was developed in Fortran to calculate the unsteady temperature distribution
for t₀ = 10°C and tₑ = 80 °C. From the obtained graphs, the time-dependent behavior of the
temperature at different points in the plate can be observed, as well as its transition to a
steadystate value and the magnitude of the temperature gradients over time (see Fig. 4).</p>
      <p>The largest temperature differences across the plate thickness (temperature gradients) appear
from the initial moments of heating. This characteristic distinguishes the convective problem from
the previous conductive one, where the maximum gradients occurred near the end of the heating
process (see Fig. 3b, 3d). The temperature gradients persist until τ ≈ 0.645 h (38.7 min) for the 10
mm plate and τ ≈ 0.0645 h (3.87 min) for the 2 mm plate (see Fig. 4a, 4c). Since polyurethane is a
better thermal insulator than cardboard (it retains heat more efficiently), the temperature
differences within it are greater. With increasing plate thickness, the temperature gradient between
the plate surfaces increases (see Fig. 4b, 4d). When these gradients reach critical values, they
generate dangerous stresses and deformations that can lead to composite damage (delamination or
cracking). The greatest deformation risk occurs along the interface between the layers z=0 due to
the large difference in thermophysical parameters. The total heating duration for the 10 mm plate
is approximately 0.74 h (44.4 min), and for the 2 mm plate — about 0.074 h (4.44 min) (see Fig. 4a,
4c). Analyzing the results, it can be concluded that the convective heating method is safer (“softer”)
for the materials under consideration compared to the conductive one, as the magnitude of the
resulting temperature gradients is significantly smaller.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusions</title>
      <p>Using the developed mathematical models of unsteady convective and conductive heating of
double-layer plates and the corresponding software modules, temperature–time behavior graphs
were constructed for the polyurethane–cardboard composite. The considered models are useful for
studying the thermal treatment processes (heating and drying) of printing materials over time,
where heat is supplied by convective or conductive means. These processes are relevant to the
production and use of various types of cardboard, paper, textile materials, book covers, packaging
materials, and decorative finishing of printing products (for example, polymer film lamination).</p>
      <p>A comparison of numerical results for the unsteady convective and unsteady conductive
problems shows that the temperature field behavior over time differs significantly between the two
heating modes. The dynamics of the process on the unsteady temperature graphs are observed
during the transient time moments (i.e., before the plate is fully heated). Hazardous temperature
gradients in conductive heating occur at the end of the process, whereas in convective heating they
appear at the beginning.</p>
      <p>The obtained temperature profiles demonstrate that, for both convective and conductive heating,
increasing material thickness leads to larger temperature gradients between the plate surfaces.
These gradients generate thermal stresses and deformations that can cause material damage. The
most hazardous gradients (and resulting stresses and deformations) occur at the interface between
layers due to significant differences in their thermophysical properties. The thicker the plate, the
longer the time required to reach steady-state temperature conditions, i.e., the plate heats up
longer.</p>
      <p>Numerical calculations confirm that the smaller the value of the thermal conductivity coefficient
λ, the better the material retains heat, meaning it acts as a more effective thermal insulator. Thus,
based on the λ value, a process engineer can determine whether a plate made from a given material
behaves as a thermal insulator.</p>
      <p>Mathematical modeling of heating processes and analysis of various heating methods for the
studied materials enable the design of new composite materials with predefined thermophysical
properties. The developed models and their analysis allow determining the optimal heating regime,
which positively influences material quality and operational characteristics. The created software
tools visualize temperature gradients and the time required to reach steady-state conditions (plate
full heating time). Selecting suitable material combinations for the composite can reduce its overall
thickness and weight without compromising product quality parameters.</p>
    </sec>
    <sec id="sec-6">
      <title>Declaration on Generative AI</title>
      <p>The authors have not employed any Generative AI tools.
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Double- and Triple-Layer Printing Materials, Printing and Publishing Industry, 2(84) (2022) 83–
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    </sec>
  </body>
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