Научная статья на тему 'Трехмерный термоупругий анализ слоистых анизотропных пластин'

Трехмерный термоупругий анализ слоистых анизотропных пластин Текст научной статьи по специальности «Физика»

CC BY
114
43
i Надоели баннеры? Вы всегда можете отключить рекламу.
Ключевые слова
МЕТОД ОТСЧЕТНЫХ ПОВЕРХНОСТЕЙ / СЛОИСТАЯ АНИЗОТРОПНАЯ ПЛАСТИНА / ТЕРМОУПРУГОСТЬ / LAMINATED ANISOTROPIC PLATE / SAMPLING SURFACES METHOD / THERMOELASTICITY

Аннотация научной статьи по физике, автор научной работы — Куликов Геннадий Михайлович, Мамонтов Александр Александрович

Представлен метод отсчетных поверхностей с приложением к анализу трехмерной квазистатической задачи термоупругости для слоистых анизотропных пластин, подверженных температурному нагружению. Показано, что метод отсчетных поверхностей может быть эффективно использован для получения точных решений трехмерной задачи цилиндрического изгиба термоупругих перекрестно армированных композитных пластин с заданной точностью, используя достаточное число отсчетных поверхностей, размещенных в узловых точках полинома Чебышёва.

i Надоели баннеры? Вы всегда можете отключить рекламу.
iНе можете найти то, что вам нужно? Попробуйте сервис подбора литературы.
i Надоели баннеры? Вы всегда можете отключить рекламу.

Three-dimensional thermoelastic analysis of laminated anisotropic plates

This paper presents the sampling surfaces (SaS) method applied to the three-dimensional (3D) analysis of steady-state problems of thermoelasticity for laminated anisotropic plates subjected to thermal loading. It is shown that the SaS method can be utilized efficiently for finding the 3D solutions for thermoelastic angle-ply composite plates in cylindrical bending with a specified accuracy by using the sufficient number of SaS located at Chebyshev polynomial nodes.

Текст научной работы на тему «Трехмерный термоупругий анализ слоистых анизотропных пластин»

Математика. Физика

УДК 539.3

THREE-DIMENSIONAL THERMOELASTIC ANALYSIS OF LAMINATED ANISOTROPIC PLATES

G. M. Kulikov1, A. A. Mamontov2

Departments: "Applied Mathematics and Mechanics" (1), "Structure of Buildings and Constructions" (2), TSTU; kulikov@apmath. tstu.ru

Key words and phrases: laminated anisotropic plate; sampling surfaces method; thermoelasticity.

Abstract: This paper presents the sampling surfaces (SaS) method applied to the three-dimensional (3D) analysis of steady-state problems of thermoelasticity for laminated anisotropic plates subjected to thermal loading. It is shown that the SaS method can be utilized efficiently for finding the 3D solutions for thermoelastic angle-ply composite plates in cylindrical bending with a specified accuracy by using the sufficient number of SaS located at Chebyshev polynomial nodes.

Introduction

Three-dimensional exact analysis of laminated anisotropic plates has attracted considerable attention over the past forty years. This is due to the fact that the validity of approximate plate theories and plate finite elements can be assessed by comparing their predictions with the 3D exact solutions. Pagano [1] presented the exact solution for the cylindrical bending of laminated composite plates with general layups. The response of a thermoelastic laminated anisotropic plate in cylindrical bending was investigated analytically in [2, 3]. The developments for antisymmetric angle-ply laminates in the framework of 3D thermoelasticity were carried out in article [4]. However, the reliable 3D exact solutions for thermoelastic laminated composite plates of general lay-up configurations can not be found in the current literature.

To solve such a problem, we invoke the efficient method of SaS developed recently in articles [5 - 8] for the analysis of laminated composite plates and shells.

As SaS denoted here by Q(n)1, Q(n)2,..., Q(n)1n, we choose outer surfaces and any inner surfaces inside the nth layer of the plate and introduce temperatures T(n)1, T(n)2,..., T(n)1" and displacement vectors u(n)1, u(n)2,..., u(n)1" of these surfaces as basic plate variables, where I" is the total number of SaS chosen for each layer (1n > 3). Such choice of temperatures and displacements with the consequent use of Lagrange polynomials of degree 1n -1 in the thickness direction for each layer permits the representation of governing equations of the thermal laminated plate formulation in a very compact form. Note also that the origins of using the SaS can be found in contributions [9 - 14].

It should be mentioned that the developed approach with an arbitrary number of equally spaced SaS [5] does not work properly with the Lagrange polynomials of high

degree because the Runge's phenomenon can occur, which yields the wild oscillation at the edges of the interval when the user deals with any specific functions. If the number of equally spaced nodes is increased then the oscillations become even larger. However, the use of Chebyshev polynomial nodes [15] can help to improve significantly the behaviour of Lagrange polynomials of high degree for which the error will go to zero as In ^ This fact gives an opportunity to derive the 3D exact solutions for thermal laminated anisotropic plates with a prescribed accuracy employing the sufficiently large number of SaS located at Chebyshev polynomial nodes.

Description of temperature field

Consider a laminated plate of the thickness h. Let the middle surface Q be described by Cartesian coordinates x1 and x2. The coordinate x3 is oriented in the thickness direction. The transverse coordinates of SaS inside the nth layer are defined as

x(n)1 _ x[n 1]. x(n)In _ x[n].

= x

x(n)mn = ^ ( x[n-l] + x[n]

=4

]) -1 hn cosl n-2mn—— 2 n I 2(I„ - 2)

(1)

where x3n 1] and x3n] are the transverse coordinates of layer interfaces Q[n 1] and

Q[n] (Fig. 1); hn _ x3n] - x3n-1] is the thickness of the nth layer; In is the number of SaS corresponding to the nth layer; the index n identifies the belonging of any quantity to the nth layer and runs from 1 to N; N is the total number of layers; the index mn identifies the belonging of any quantity to the inner SaS of the nth layer and runs from 2 to In -1, whereas the indices in, jn, kn to be introduced later for describing all SaS of the nth layer run from 1 to In. Besides, the tensorial indices i, j, k, l range from 1 to 3 and Greek indices a, p range from 1 to 2.

It is worth noting that transverse coordinates of inner SaS (1) coincide with the coordinates of Chebyshev polynomial nodes [15]. This fact has a great meaning for a convergence of the SaS method [6 - 8].

The relation between the temperature T and the temperature gradient r is given by

r _ VT. (2)

Fig. 1. Geometry of the laminated plate

In a component form it can be written as

r = Tt, (3)

where the symbol (...)t stands for the partial derivatives with respect to coordinates

x.

We start now with the first assumption of the proposed thermoelastic laminated plate formulation. Let us assume that the temperature and temperature gradient fields are distributed through the thickness of the nth layer as follows:

T(n) = £L(")i"T(n)'n ; x3n-1] < x3 < x3n]; (4)

'n

r(n) = £ L(n)'n r(n)'n ; x3n_1] < x3 < x3n], (5)

'n

where T(n)'n (xb x2) are the temperatures of SaS of the nth layer Q(n)'n; r(n)'n (x1, x2) are the components of the temperature gradient at the same SaS; L(n)'n x) are the Lagrange polynomials of degree 1n _1 defined as:

T (n)'n = T (x3n)'n); (6)

r(n)'n = r (x3n)'n); (7)

x _ x(n)jn

LW" = n -""-¡¡J <8)

In *'n3 X3 The use of relations (3), (4), (6) and (7) yields:

n = T^'n • (9)

r3n)'n = £ M (n) Jn (x3n)'n )T(n) Jn, (10)

Jn

where M(n)Jn = L(nJn are the derivatives of Lagrange polynomials, which are calculated at SaS as follows:

/ \ , x(n)in - x(n)kn

M)= jxnnk п for ;

л3 л3 kn *ln > In 3 л3

M(n)'n (x3n)'n )= _ £M(n)Jn (x3n)'n ). (11)

Jn ^'n

It is seen from (10) that the transverse component of the temperature gradient r3n)'n is represented as a linear combination of temperatures of all SaS of the nth layer T(n) ■Jn.

Description of displacement and strain fields

The strain tensor is given by

2ej = U, j + uj,t, (12)

where ut are the displacements of the plate. In particular, the strain tensor at SaS of the nth layer Q(n)'n can be expressed as:

(n)'n = ap " 2eap (x3 ) n ) = u (n)'n ua,p + u (n)' n + u p , a

(n)in = 'a3 2ea3(x3 ) n ) = pan)'n + u (n)'n + u3,a

e(n)'n b33 = B33(x3n)'n ): =p3n)' n,

2e

(13)

where u(n)'n (x^ x2) are the displacements of SaS; p(n)'n (x1, x2) are the derivatives of displacements with respect to the thickness coordinate at SaS defined as:

u(n)'n = ut (x(3n)'"); (14)

P(n)i" = u',3( x3n)'"). (15)

The following step consists in a choice of the approximation of displacements and strains through the thickness of the nth layer. It is apparent that the displacement and strain distributions should be chosen similar to the thermal distributions (4) and (5). Thus, the second assumption of the developed thermoelastic laminated plate formulation can be written as:

u(n) = £L(n)'nu(n)'n; x3n-1] < x3 < x3n]; (16)

'n

J = £ L(n)'n J'n ; x3n-1] < x3 < x3n]. (17)

n

The use of (15) and (16) yields

p(n)'n = £M(n) jn (x3n)'n )u (n) jn, (18)

Jn

which is similar to (10). So, the key functions p(n)'n of the proposed plate formulation are represented as a linear combination of displacements of SaS of the nth layer u(n)Jn.

Variational formulation of heat conduction problem

The variational equation for the laminated plate can be written as

J = 0, (19)

where J is the basic functional of the heat conduction theory given by

Jn]

1 x3

J = 2 jl£ i q(n)r(n)dxidx2dx3 -\\TQnda, (20)

Q. n y[n-1] Q

x3

where q(n) are the components of the heat flux vector of the nth layer; Qn is the

specified heat flux on the boundary surface Q = Q[0] boundary surface of the plate.

Substituting the distribution (5) in functional (20) and introducing the heat flux resultants

[n]

x3

R(n)'n = j q(n) L(n)'ndx3, (21)

?(n)'n =

[n-1]

one obtains

J = 2jll&(n)'nr(n)'n dxdx2 _\\TQndQ. (22)

Q n 'n Q

Now, we accept the third assumption of the proposed thermal laminated plate formulation. Let the constitutive equations be the Fourier's heat conduction equations:

q(n) = _4n)r(n); x3n_1] < x3 < x3n], (23)

where kjn) are the components of the thermal conductivity tensor of the nth layer.

Inserting the constitutive equations (23) in (21) and taking into account the distribution (5), we have

R(n)in =_£ A(n)Wn £<>)r(n)Jn , (24)

J

where

n

iНе можете найти то, что вам нужно? Попробуйте сервис подбора литературы.

x[n] x3

Л (n)'nj n = j Lin)'nLin) Jndx3. (25)

r[n-1] x3

Variational formulation of thermomechanical problem

The variational equation for the thermoelastic laminated plate in the case of conservative loading can be written as

5П = 0, (26)

where П is the basic functional of the theory of thermoelasticity given by:

x[n] 3

2If! j (( -n(n)®(n))dx!dx2dx3 -W; (27)

П =

2

Q. n x[n-1]

x3

W = jj(p+u\N] - p~u\0] ) dx1dx2 + Ws , (28)

Q

where a(n) are the components of the stress tensor of the nth layer; n(n) is the entropy density of the nth layer; u[0] = u(1)1 and u[N] = u'N)In are the displacements of

bottom and top surfaces Q[0] and Q[N]; p_ and p+ are the loads acting on bottom and top surfaces; is the work done by external loads applied to the edge surface £;

0(n) is the temperature rise from the initial reference temperature T0 defined as

0(n) = T(n) _ T0. (29)

Substituting the strain distribution (17) and the temperature distribution:

0(n) = £L(n)'n&(n)'n ; x3n_1] < x3 < x3n], (30)

'n

which follows directly from relations (4) and (29) in the functional (27) and introducing the stress resultants

x[n] x3

H(j)in = ja(Jn) L(n)'ndx3 (31)

[n-1]

and the entropy resultants

S (n)in = Jn(n) L(n)indx3, (32)

one obtains

Jn-1] x3

n = 2jj££Hip'n ¿fn - S(n)in 0(n)i'n )dx1dx2 - W. (33)

Q n in

Finally, we introduce the fourth assumption of the proposed thermal laminated plate formulation. Let us consider the case of linear thermoelastic materials. Therefore, the constitutive equations [16] are written as follows:

4H) = CM? -Y?)0(n); x3n-1] < x3 < x3n]; (34)

n(n) = Y(n)s<n) + x(n)0(n) ; x3n-1] < x3 < x3n], (35)

where Cj] are the elastic constants of the nth layer; yn are the thermal stress

coefficients of the nth layer; x(n) is the entropy-temperature coefficient defined as

X(n) =P(n)cVn)l To, (36)

where p(n) and c^n) are the mass density and the specific heat per unit mass of the nth layer at constant strain.

Inserting the constitutive equations (34) and (35) correspondingly in (31) and (32) and taking into consideration the strain and temperature field distributions (17) and (30), we have:

H^n = £ A(n)injn 7 ¿n jn - y(j")0(n) 7 n ) ; (37)

J

n

S (n)in = £ A (n)in7n (y (n)e( n)Jn +x(n) 0(n)7n ). (38)

3D exact solution for laminated anisotropic plates in cylindrical bending

In this section, we study a laminated anisotropic plate in cylindrical bending subjected to temperature loading. The boundary conditions for the simply supported plate whose edges are maintained at the reference temperature are written as

ct(1) = CT((2) = «3n) = ©(n) = 0 at x1 = 0 and x1 = a, (39)

where a is the width of the plate. To satisfy boundary conditions, we search the analytical solution of the problem by a method of Fourier series expansion:

,(n)in =£0(n)in sin^HL; (40)

a

u(an)in = £u^n cos^ «3n)in = £u3fn sin^ (41)

a 3 3r a

r r

where is the wave number along the x1-direction. The external loads are also expanded in Fourier series.

Substituting the Fourier series (40) in (29) and using relations (9), (10), (22) and (24), one obtains

n

j=£ Jr ( ).

(42)

Invoking the variational equation (19), we arrive at the system of linear algebraic equations

dJ' " (43)

d&rn)'"

= 0

of order K, where K = £ 1n _ N +1. Thus, the temperatures n of SaS of the nth

n

layer can be easily found by using a method of Gaussian elimination.

Inserting (40) and (41) and Fourier series corresponding to mechanical loading in (13), (18), (28), (33), (37) and (38), we have

n = £nr (M^n , ®(rn)l" ).

r

The use of relations (26) and (44) leads to a system of linear algebraic equations

dn r

du

(n)i,

= 0

(44)

(45)

of order 3K. The linear system (45) is solved through a method of Gaussian elimination.

The described algorithm was performed with the Symbolic Math Toolbox, which incorporates symbolic computations into the numeric environment of MATLAB. This in turn gives the possibility to derive the exact solutions of thermoelasticity for laminated anisotropic plates in cylindrical bending with a specified accuracy.

As a numerical example, we consider a two-layer angle-ply plate with the stacking sequence [45/_45] and ply thicknesses h1 = h2 = h /2 made of the graphite-epoxy composite. The mechanical properties of the composite are taken as follows: EL = E0; Et = E0/10; Glt = E0/20; Gtt = E0/50; v lt =vtt = 0.25; aL =a0; aT = 7.2a0; kL = 100k0; kT = k0; p = 1800Kg/m3 and cv = 900 J/KgK, where

E0 = 2x1011Pa; a0 = 5x 10_61/K and k0 = 0.5 W/mK.

The plate is loaded on the top surface by the sinusoidally distributed temperature, while the bottom surface is maintained at the reference temperature, that is

q[ N ] = ©0sin nxi, Q[0] = 0, (46)

a

where 00 = 1K and T0 = 293K. To compare the results derived with an exact solution [3], we accept a = 1m and introduce dimensionless variables:

Results for a thick angle-ply plate

In «3(0) ctu(-0,5) ^13 (-0,25) ^23 (0,25) ^33 (0,25) ©(0,25) 93(0,25) n(0,25)

3 1.7049 -2.1688 0.61235 -1.1563 7.8971 0.32457 -8.8888 364.07

5 1.6575 -2.0507 0.98221 -1.4364 0.05346 0.32719 -7.2800 366.22

7 1.6575 -2.0492 0.98142 -1.4367 0.15040 0.32714 -7.3220 366.19

9 1.6575 -2.0492 0.98141 -1.4366 0.14830 0.32714 -7.3216 366.19

11 1.6575 -2.0492 0.98141 -1.4366 0.14831 0.32714 -7.3215 366.19

13 1.6575 -2.0492 0.98141 -1.4366 0.14831 0.32714 -7.3215 366.19

Vel 1.6570 -2.0490 0.98000 -1.4400 0.14800 - - -

r

u3 = u3(a/2, z)/a«,0©0; = 10an(a/2, z)/£^060; CT13 = 100a13(a/4, z)/£^060; ct23 = 100ct23 (a /4, z)/ £0a000; ct33 = 100ct33 (a /2, z)/ £0a000; 0 = 0(a /2, z)/00;

q3 = aq3(a/2, z)/¿0®0; n=n(a/2, z)/£^000, z = x3/(47)

Fig. 2. Distributions of the temperature, heat flux, transverse stresses and entropy through the thickness of the angle-ply plate

The data listed in Table show that the SaS method permits the derivation of exact solutions of plane strain thermoelasticity for thick angle-ply plates a / h = 5 with a prescribed accuracy using the sufficient number of SaS. Fig. 2 presents the distributions of the temperature, heat flux, transverse stresses and entropy through the thickness of the plate for different values of the slenderness ratio a/h by choosing eleven SaS for each layer. As can be seen, the boundary conditions for the transverse stresses on outer surfaces and the continuity conditions for the heat flux and transverse stresses at a layer interface are satisfied exactly utilizing the constitutive equations (23) and (34).

Conclusions

An efficient method of solving the steady-state problems of 3D thermoelasticity for laminated orthotopic and anisotropic plates has been proposed. It is based on the new method of SaS located at Chebyshev polynomial nodes inside the layers and interfaces as well. The stress analysis of laminated plates is based on the 3D constitutive equations and gives an opportunity to obtain the 3D exact solutions of thermoelasticity for thick and thin cross-ply and angle-ply plates with a prescribed accuracy.

This work was supported by Russian Ministry of Education and Science under Grant No. 1.472.2011 and by Russian Foundation for Basic Research under Grant No. 13-01-00155.

iНе можете найти то, что вам нужно? Попробуйте сервис подбора литературы.

References

1. Pagano, N. J. Influence of Shear Coupling in Cylindrical Bending of Anisotropic Laminates / N. J. Pagano // Journal of Composite Materials. - 1970. -Vol. 4. - P. 330 - 343.

2. Bhaskar, K. Thermoelastic Solutions for Orthotopic and Anisotropic Composite Laminates / K. Bhaskar, T. K. Varadan, J. S. M. Ali // Composites. Part B: Engineering. - 1996. - Vol. 27. - P. 415 - 420.

3. Vel, S. S. Generalized Plane Strain Thermoelastic Deformation of Laminated Anisotropic Thick Plates / S. S. Vel, R. C. Batra // International Journal of Solids and Structures. - 2001. - Vol. 38. - P. 1395 - 1414.

4. Savoia, M. Three-Dimensional Thermal Analysis of Laminated Composite Plates / M. Savoia, J. N. Reddy // International Journal of Solids and Structures. - 1995. -Vol. 32. - P. 593 - 608.

5. Куликов, Г. М. Решение задачи статики для упругой оболочки в пространственной постановке / Г. М. Куликов, С. В. Плотникова // Доклады РАН. -

2011. - Т. 439, № 5. - С. 613 - 616.

6. Kulikov, G. M. On the Use of Sampling Surfaces Method for Solution of 3D Elasticity Problems for Thick Shells / G. M. Kulikov, S. V. Plotnikova // ZAMM -Journal of Applied Mathematics and Mechanics. - 2012. - Vol. 92. - P. 910 - 920.

7. Kulikov, G. M. Laminated Composite Shell in Cylindrical Bending / G. M. Kulikov, A. A. Mamontov, S. V. Plotnikova, A. V. Erofeev // Trans. TSTU. -

2012. - Vol. 18, No. 3. - P. 672 - 682.

8. Kulikov, G. M. Advanced Formulation for Laminated Composite Shells: 3D Stress Analysis and Rigid-Body Motions / G. M. Kulikov, S. V. Plotnikova // Composite Structures. - 2013. - Vol. 95. - P. 236 - 246.

9. Kulikov, G. M. Non-Linear Analysis of Multilayered Shells under Initial Stress / G. M. Kulikov // International Journal of Non-Linear Mechanics. - 2001. -Vol. 36. - P. 323 - 334.

10. Kulikov, G. M. Non-Conventional Non-Linear Two-Node Hybrid StressStrain Curved Beam Elements / G. M. Kulikov, S. V. Plotnikova // Finite Elements in Analysis and Design. - 2004. - Vol. 40. - P. 1333 - 1359.

11. Kulikov, G. M. Equivalent Single-Layer and Layer-Wise Shell Theories and Rigid-Body Motions. Part I: Foundations / G. M. Kulikov, S. V. Plotnikova // Mechanics of Advanced Materials and Structures. - 2005. - Vol. 12. - P. 275 - 283.

12. Kulikov, G. M. Equivalent Single-Layer and Layer-Wise Shell Theories and Rigid-Body Motions. Part II: Computational Aspects / G. M. Kulikov, S. V. Plotnikova // Mechanics of Advanced Materials and Structures. - 2005. - Vol. 12. - P. 331 - 340.

13. Kulikov, G. M. Non-Linear Strain-Displacement Equations Exactly Representing Large Rigid-Body Motions. Part II: Enhanced Finite Element Technique / G. M. Kulikov, S. V. Plotnikova // Computer Methods in Applied Mechanics and Engineering. - 2006. - Vol. 195. - P. 2209 - 2230.

14. Kulikov, G. M. Geometrically Exact Four-Node Piezoelectric Solid-Shell Element / G. M. Kulikov, S. V. Plotnikova // Mechanics of Advanced Materials and Structures. - 2008. - Vol. 15. - P. 199 - 207.

15. Бахвалов, Н. С. Численные методы / Н. С. Бахвалов. - М. : Наука, 1973. -632 с.

16. Победря, Б. Е. Основы механики сплошной среды. Курс лекций / Б. Е. Победря, Д. В. Георгиевский. - М. : ФИЗМАТЛИТ, 2006. - 272 с.

Трехмерный термоупругий анализ слоистых анизотропных пластин

Г. М. Куликов1, А. А. Мамонтов2

Кафедры: «Прикладная математика и механика» (1), «Конструкции зданий и сооружений» (2), ФГБОУ ВПО «ТГТУ»; [email protected]

Ключевые слова и фразы: метод отсчетных поверхностей; слоистая анизотропная пластина; термоупругость.

Аннотация: Представлен метод отсчетных поверхностей с приложением к анализу трехмерной квазистатической задачи термоупругости для слоистых анизотропных пластин, подверженных температурному нагружению. Показано, что метод отсчетных поверхностей может быть эффективно использован для получения точных решений трехмерной задачи цилиндрического изгиба термоупругих перекрестно армированных композитных пластин с заданной точностью, используя достаточное число отсчетных поверхностей, размещенных в узловых точках полинома Чебышёва.

Dreidimensionale thermoelastische Analyse der blättrigen anisotropen Platten

Zusammenfassung: Der Artikel stellt die Methode der Abzäloberflächen mit der Anwendung zur Analyse der dreidimensionalen quasistatischen Aufgaben der Thermoelastizität für die anisotropen Platten, die der Temperaturbeaufschlagung unterworfen sind, dar. Es ist gezeigt, dass die Methode der Abzähloberflächen für das Erhalten der genauen Lösungen der dreidimensionalen Aufgabe der zylindrischen Biegung der thermoelastischen kreuzarmierten Kompositplatten mit der aufgegebenen

Genauigkeit wirksam verwendet sein kann. Dabei wird die ausreichende Zahl der Abzähloberflächen, die in den Knotenpunkten des Polynoms von Chebyshev aufgestellt sind, verwendet.

Analyse thermoélastique de trois dimensions des plaques anisotropes fueilletées

Résumé: L'article présente la méthode des surfaces de repère avec une annexe pour une analyse du problème quasistatique de trois dimensions de la thermoélasticité pour les plaques anisotropes fueilletées soumises au chargement thermique. Est montré que la méthode des surfaces de repère peut être utilisé avec une efficacité pour l'obtention des solutions précises du problème de trois dimensions de la courbure cylindrique des plaques thermoélastiques armées croisées avec une précision donnée ayant employé un nombre suffisant des surfaces de repère situées dans les points-noeuds du polynome de Tchebichev.

Авторы: Куликов Геннадий Михайлович - доктор физико-математических наук, профессор, заведующий кафедрой «Прикладная математика и механика»; Мамонтов Александр Александрович - аспирант кафедры «Конструкции зданий и сооружений», ФГБОУ ВПО «ТГТУ».

Рецензент: Ярцев Виктор Петрович - доктор технических наук, профессор, заведующий кафедрой «Конструкции зданий и сооружений», ФГБОУ ВПО «ТГТУ».

i Надоели баннеры? Вы всегда можете отключить рекламу.