Investigation of normal contact interaction between two bonded spherical particles with interface layer/Dvieju per tarpini sluoksni kontaktuojanqu sferiniu daleliu normalinio kontakto saveikos tyrimas.
Pilkavicius, S. ; Kacianauskas, R. ; Norkus, A. 等
1. Introduction
Characterisation of mechanical behavior of heterogeneous solids and
evaluation of specified parameters is important issue to be solved in
earlier stage of technological and structural design. Many of natural
solids like soils or rocks as well as industrially manufactured
materials like concrete and resilient materials are actually particulate
solids. They are composed by grains of different size, shape and
mechanical properties.
One of the main building construction materials concrete presents
characteristic sample of particulate solid, where the relevant
structural formation of the material relies on particles packing and
structure voids. Moreover concrete is aggregate which consists of
several nature products such as granite and/or limestone, sand particles
and matrix, which in turn consist of even smaller structures.
Consequently, concrete is a bonded particulate material in which both
the grains and the cement bonds are deformable and can break.
It is obvious that mechanical properties of the heterogeneous
solids, i.e. macroscopic properties, are result of grain properties and
their interactions. However, it is extremely difficult to measure the
strength of bonds and especially tracks the performance of each bond in
tests.
Recently numerical simulating presents feasible support to reduce
experimental effort. Among the many proposed numerical simulation
methods, the Discrete Element Method (DEM), introduced by Cundall [1]
has become the most useful tool. In DEM simulation, the dynamic motion
of each particle of media is monitored during whole process. This allows
simulation of motion and interaction between the particles taking into
account the microscopic geometry and various constitutive contact
models. Evolution of the contact behaviour is decisive in the DEM. To
save computational time, the DEM can operate by simplified description
of the contact. Review of the earlier developments is presented by
Dziugys and Peters [2]. Various models of the normal contact are
presented by Kruggel-Emdem et al. [3], Tomas [4], Maknickas et al. [5].
The theoretical frame of normal contact of homogeneous spheres
rises from the classical work of Hertz dating back 1881, where an
analytical solution for the frictionless contact of two elastic spheres
was derived. Details of the Hertz method can be found in the book of
Johnson [6]. In this method the elastic contact behavior is clearly
characterized by the force-displacement relationship containing the
effective radius and effective elasticity modulus. Generally, even
homogeneous spheres may be of different radii and of different
materials. The influence of the differences in particle properties is
illustrated in [7].
An extensive review of the literature on spherical and cylindrical
contacts under normal load was made by Adams and Nosonovsky [8]. It was
shown the most of the existing works on spherical contact were
restricted to a perfect slip contact. Elastic solution of the normal
contact under stick and sliding with the wide range of elastic constants
are reviewed by Brizmer et al. [9]. Continuum-based solutions are
extensively explored in development of DEM models.
Many studies have been investigating the micromechanical behaviour
of particulate, porous and heterogeneous materials. For example, studies
on cemented particulate materials by Dvorkin et al. [10] and Zhu et al.
[11] provided information on the normal and tangential load transfer
between cemented particles. Applications of such contact-based
micromechanical analysis for asphalt mixture behaviour have been
reported by Chang and Gao [12], Cheung et al. [13] and Zhu and Nodes
[14].
Originally, most of the DEM applications are aimed to simulate
non-cohesive granular materials with unilateral repulsive normal contact
while real deformation of particles is replaced by their overlap. When
considering bonded particles the approach applied is non-unique. A micro
model for loosely packed bonded granule material with cemented by a
finite-sized piece of cementitous material bonds was developed by Jiang
et al. [15-17]. Here the bond is regarded as a rod (or system of rods),
the section of which depend on particular problem.
The approach developed by Patyondy and Cundall [18], assumes normal
bond stiffness implemented as stiffness of contacting particles
stiffened by additional parallel link. This calculation model is
employed and widely used in commercial DEM codes EDEM [19], PFC2D/3D
discontinuum program [20] and in another numerous applications.
The paper presents investigation of normal contact interaction
between two bonded spherical particles. Analytical model for normal
contact of two spherical particles connected by interface bond of finite
size is suggested. Various models were applied for examination of the
bond having different radius and material properties. Validity of
various analytical models was examined by applying the Finite Element
method (FEM).
The paper is organised in the following way. DEM methodology and
normal contact of bonded particles are presented in section 2.
Investigation of the bond properties was done in section 3. FE
simulation of normal interaction is described in section 4. Evaluation
of analytical and FE model results was described in section 5, while
concluding remarks are given in section 6.
2. Normal contact of bonded particles
2.1. Problem description
Particulate solids are regarded as a system of the finite number n
of particles, characterised by the prescribed material properties and
the constitutive interaction laws. The dynamical behaviour and
deformation of the solid is considered by the motion of an individual
particle i, (i = 1, 2, ... , n) by applying the Newton's second
law. Translational motion of the center of gravity of particle i can be
fully described by the system of ordinary differential equations
[m.sub.i] [d.sup.2][x.sub.i]/[dt.sup.2] = [m.sub.i][a.sub.i] =
[F.sub.i] (1)
where [a.sub.i] and [x.sub.i] are vectors of acceleration and the
position of the centre of gravity [m.sub.i] of the particle i,
respectively. Vector [F.sub.i] is the sum of all forces acting on the
centre of gravity of the particle.
If we restrict ourselves to contacts with j (j = 1, 2, ... , nc)
neighbor particles, resultant force can be described as the sum of
direct contact forces between the particle i and another particle j
[MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII] (2)
The inter-particle contact force [F.sub.ij] can be expressed as the
sum of normal and tangential components
[F.sub.ij] = [F.sub.n,ij] + [F.sub.t,ij] (3)
Regarding the contact, we focus to the normal component
[F.sub.n,ij]. The normal contact force between particles can be
expressed as the resultant force reflecting various interaction effects.
Normal contact of bonded particles comprises contact of two
spherical particles bonded by the interface of finite size.
Geometry of two bonded deformable spheres i and j with the radii
[R.sub.i] and [R.sub.j] is shown in Fig. 1, a.
[FIGURE 1 OMITTED]
The location of spheres is characterised by the central points
[O.sub.i] and [O.sub.j] referring to local Cartesian coordinates x, y, z
where axis Oz points the normal direction. The centres of spheres are
defined by the coordinates [z.sub.i] and [Z.sub.j], respectively. The
initial distance between surfaces of interacting spheres is denoted by
[L.sub.c].
The spheres are assumed to be connected by the interface material
of finite size termed usually a bond. Geometry of the bond is circular
cylinder bounded by spheres surfaces. The bond radius [R.sub.b] is
defined by the minimal radius of contacting particles and may be
characterized by fraction factor [lambda] (0 [less than or equal to]
[lambda] [less than or equal to] 1)
[R.sub.b] = [lambda]min ([R.sub.i], [R.sub.j]) (4)
The cylinder length is denoted by [L.sub.b]. Estimation it of
requires broader discussion which will be presented below.
The material of each particle and apparent bond is assumed
isotropic and elastic. Elasticity properties of the particles and bond
are characterised basically by the elasticity modulus [E.sub.i],
[E.sub.j] and [E.sub.b]. The shear moduli and Poisson's ratios are
specified in the same manner.
Motion of contacting spheres in time t is defined by normal
displacements of spheres centres [u.sub.i](t) and [u.sub.j](t).
Parameters [u.sub.i] and [u.sub.j] are assumed to be much smaller than
the radii [R.sub.i] and [R.sub.j] of the spheres and radius [R.sub.b] of
the bond.
Deformation behaviour of normal particle-particle contact is
characterised by the normal inter-particle displacement (particles
overlap) [h.sub.ij](t) which depends on time and is expressed as
[h.sub.ij] (t)= [u.sub.i] (t) + [u.sub.j] (t) (5)
Finally, the linear constitutive relationship relating forces and
displacements
[F.sub.n,ij] = [K.sub.n,ij][h.sub.ij] (t) (6)
here, [F.sub.n,ij] is the normal force component discussed in Eq.
(3). [K.sub.n,ij] is the resultant normal stiffness reflecting various
properties of contacting particles and the bond per unit length. It may
be obtained analytically or numerically by conducting various tests.
Thereby, test loading can be imposed by applying time-driven (Fig. 1, b)
or force-driven approaches.
2.2. Normal contact model with parallel bond
Most of developments consider the normal contact model of bonded
spherical particles where influence of the interface material is
evaluated by applying concept of the parallel bond. This model was
proposed by Potyondy and Cundall [18].
Detailed analysis shows that it considers the single point contact
of spherical particles when the space between the spheres in the
vicinity of contact point is fulfilled by the interface material.
Geometry of the particles and the bond defined by this model is
shown in Fig. 2, a. The material bond is presented by the cylinder
variable length of which [L.sub.b] is predefined by its intersection
with the sphere. Most of the considerations [15-18] are restricted to
the limit case of porousless solid, where cylinder is defined by the
maximum cylinder radius [R.sub.b] = R covering entire sphere of radius
R, while the bond length [L.sub.b] is equal to sum of contacting
particles radii [L.sub.b] = 2R.
[FIGURE 2 OMITTED]
The contact model is assumed as direct normal frictionless contact
of two spheres while influence of the interface material is considered
as parallel spring (Fig. 2 b). Consequently, the resultant normal force
[F.sub.n,ij] acting in the bonded contact is comprised of two normal
force components
[F.sub.n,ij] = [F.sub.pn,ij] + [F.sub.bn,ij] (7)
n,ij pn,ij bn,ij V /
The first term [F.sub.pn,ij] in Eq. (7) arises from
particle-particle contact, while the second reflects the influence of
the parallel bond. Separate particle-particle contact is presented in
Fig. 3, a. Here, initial positions of particles i and j are marked by
dashed line. New positions after deformation are denoted by
[[O.sup.'].sub.i] and [[O.sup.'].sub.j], respectively. Due to
rotational symmetry about z axis, contact surface between particles is a
plane, which is described by the area of the circle in the Cartesian
coordinate system x, y, z.
Formally, expression (7) may be simply transformed to the
constitutive relationship (6) relating forces and displacements, where
the bond properties may be characterised by the resultant stiffness
comprising contribution of the particles and the bond
[K.sub.n,ij] = [K.sub.pn,ij] + [K.sub.bn,ij] (8)
here [K.sub.pnij] is the resultant normal stiffness of contacting
particles given by expression
[K.sub.pn,ij] = [k.sub.i][k.sub.j]/[k.sub.i] + [k.sub.j] (9)
Individual stiffness [k.sub.i] and [k.sub.j] of individual
contacting particles are defined by Potyondy and Cundall [18] as follows
[k.sub.i] = [alpha][E.sub.i][R.sub.i] (10 a)
[k.sub.j] = [alpha][E.sub.j][R.sub.j] (10 b)
In Eqs. (10, a) and (10, b) equations, parameters [E.sub.i],
[R.sub.i] and [E.sub.j], [R.sub.j] is the single particles elasticity
moduli and radii, respectively. Coefficient [alpha] depends on the
amount of the parts of equal division of the sphere. For full 3D
spherical particle [alpha] = 4 (Fig. 2, a).
[FIGURE 3 OMITTED]
Second term [F.sub.bn,ij] in Eq. (7) arise from apparent parallel
bond and can be denoted as the cement behavior. Illustration of parallel
bond is given in Fig. 4, a.
[FIGURE 4 OMITTED]
In the Fig. 4, a denoted parameters are described previously in
Fig. 2, a, while new positions of particles i and j described in Fig. 3,
a.
The second stiffness term [K.sub.bn,ij] in Eq. (8) reflects
behaviour of the parallel bond. It is considered as the stiffness of a
simple axially loaded rod, and is given by expression
[K.sub.bn,ij] = [E.sub.b] - [A.sub.b]/[L.sub.b] (11)
here [E.sub.b], [A.sub.b] and [L.sub.b] is the apparent elasticity
modulus, the area of the circular cross-section and the length of the
bond, respectively.
The main drawback of the previous model (7) relies on the
assumption of particle-particle contact. In reality this situation is
rather exceptional, while particles interaction is transferred via bond
of the finite length.
Modified model of normal contact for spherical particles contacting
via interface of the finite length [L.sub.k] = [L.sub.c] is newly
elaborated in this paper. Modification was carried out by setting up
supplementary sequential spring for bonding material imposing real
distance between contacting particles. Modified model is illustrated in
Fig. 5.
[FIGURE 5 OMITTED]
The new model presents model of two parallel springs which was
already described by the above expressions (7) and (8), where the
stiffness of the parallel bond [K.sub.bn,ij] is calculated by Eq. (11).
When contacting spheres radii are equal, the length of parallel bond is
reduced by extracting the interface length
[L.sub.b] = 2R - [L.sub.c] (12)
The essential difference of the new model is in evaluation of the
inter-particle stiffness. Thereby, deformation of interface layer of
thickness [L.sub.c] shaded by the darkest gray colour in Fig. 5, a is
evaluated by introducing additional sequentially connected interface
spring kc. This stiffness is evaluated by the linear model and can be
calculated by the following equation
[k.sub.c] = [E.sub.c][A.sub.c]/[L.sub.c] (13)
where [E.sub.c] = [E.sub.b], [A.sub.c] = [A.sub.b] and [L.sub.c] is
the interface elasticity module, the cross-section area and the length
(distance between contacting particles), respectively. Cross-section
area of interface can be calculated by circle area formula.
Finally, the resultant sequential stiffness [K.sub.pn,ij] in Eq.
(7) comprises three terms and is obtained by formula
[K.sub.pn,ijc] = [k.sub.i][k.sub.j][k.sub.c]/[k.sub.j][k.sub.c] +
[K.sub.i][k.sub.c] + [k.sub.i][k.sub.j] (14)
where [k.sub.i] and [k.sub.j] is the single particles stiffness
described by the Eqs. (10, a) and (10, b) expressions respectively.
3. Investigation of the bond properties
Influence of the normal contact interaction between two bonded
spherical particles with interface layer was examined by comparing two
different analytical contact models. Here contact without interface is
considered using Eqs. (7)-(11) and the newly developed model with
interface using Eqs. (12)-(14). Two equal spherical particles were
assumed for investigation purposes.
[FIGURE 6 OMITTED]
To preserve reality, the model could be useful to imitate concrete.
The assumed radius of spherical particles [R.sub.p] = 7.5x[10.sup.-3] m
corresponds to the average radius of real granite particles being
frequently used as a filler material. Initial gap interface adopted as
real matrix of cement stone with varying radius by the ratio
[L.sub.b]/[R.sub.p].
Thereby, various parameters of the bond were investigated. The
initial distance between the spherical particles is assumed to be
fraction of the radius [L.sub.c] = 0.07[R.sub.p]. Variation of the
normal contact force against relative bond radius of various bond
properties defined by ratios of elasticity moduli [E.sub.p]/[E.sub.b] =
0.2, [E.sub.p]/[E.sub.b] = 0.5, [E.sub.p]/[E.sub.b] = 1.0,
[E.sub.p]/[E.sub.b] = 2.0 and [E.sub.p]/[E.sub.b] = 5.0 is considered.
Simulation results are presented in terms of normal contact force
expressed by Eq. (6). Assuming contact overlap [h.sub.ij] =
0.04[R.sub.p], this force reflects stiffness inter-particle contact.
Comparison of bond models by variation of the normal contact force
against relative bond radius of various bond properties is presented in
Fig. 6. Here the force is given in the dimensionless form by the ratio F
= [F.sub.n]/([E.sub.p][R.sub.p]x[10.sup.-3]), while bond radius is
presented by the ratio with respect to the particle radius
[R.sub.b]/[R.sub.p]. As the result each part of the graph corresponds to
the contact stiffness.
Numerical results show that the models are quite identical for the
higher values of elasticity ratio ([E.sub.p]/[E.sub.b] < 1.0).
Weakening of the bond above [E.sub.p]/[E.sub.b] > 1.0 leads to
considerable differences for small radius of the bond.
4. Finite element simulation of normal interaction
4.1. FE model
Evaluation of the analytical models was performed by conducting of
the finite element analysis. Two bonded spherical particles with the
interface layer are investigated numerically by using the FEM ANSYS 12.1
Workbench software [21].
The computational domain was identical to those used in analytical
calculation as shown in Fig. 5. Geometry of the FE model is defined
parametrically and controlled by the basic parameters such as the radius
of the particles [R.sub.i] = [R.sub.j] = [R.sub.p], the radius and the
length of the cylinder bond [R.sub.b] and [L.sub.b], respectively, and
the initial distance between contacting particles [L.sub.c]. Because of
the axial symmetry the quarter of the half spheres will be considered in
computational model which is shown in Fig. 7.
[FIGURE 7 OMITTED]
Elasticity properties of the spheres and the bond material are
described by the elasticity modules [E.sub.i], [E.sub.j], and [E.sub.b],
respectively. Interface elasticity properties adopted by the ratio
[E.sub.p]/[E.sub.b], which is defined by values 0.2, 0.5, 1.0, 2.0 and
5.0. Poisson's ratios for the spheres and interface for the
simplification are constant, [v.sub.i] = [V.sub.j] = [v.sub.b] = v =
0.25.
The symmetric boundary conditions are specified on the vertical
[O.sub.i]yz and the horizontal [O.sub.i]xz coordinate planes for both
spherical particles and the bond. Actually, their motion was restricted
into perpendicular directions. The curved surfaces of the particles and
interface cylinder are free.
Loading was imposed by the motion of the central sections
y[O.sub.i]x and y[O.sub.j]x of the spherical particles, which in Fig. 7
shaded in gray, and controlled by the displacements. Loading was
restricted to maximum displacement value [u.sub.i](t) = [u.sub.j](t) =
u(t) = 0.02[R.sub.p].
The volume domain of the particles and the bond are discretised by
the tetrahedron 10 nodes elements with six degree of freedom, which are
interconnected only by nodes.
Generation of the FE mesh was performed on a basis of the following
strategy. Two regions were distinguished in the solution domain. The
particles interface zone, which was conditionally limited by the fictive
sphere, is covered by the finer mesh. Mesh is characterised by the
average element size equal to 0.007[R.sub.p]. Remainder region is
covered by the course mesh having average element size equal to
0.07[R.sub.p]. The mesh for the model is relatively small bond radius
[R.sub.b]/[R.sub.p] = 0.2 is shown in Fig. 8, a, while refine zone is
shown in Fig. 8, b. This model consists of 1223504 nodes and 891960
elements. It should be noted that by increase of the bond radius
([R.sub.b] > 0.5[R.sub.p]) the size of finer elements zone was
increased.
Connection type between spherical particles and interface is
assigned as bonded. This contact approach is applied to all contact
regions (surfaces, solids, lines, faces, edges). In this contact no
sliding or separation between faces or edges is allowed.
[FIGURE 8 OMITTED]
Numerical tests with coarser meshes were performed to check
influence of the element size. Results confirmed that the above
illustrated mesh was quite sufficient to satisfy convergence criteria.
The density of the accepted relatively dense mesh with the
characteristic element size was expected to be satisfactory for
evaluation of exact solution. Normal contact force [F.sub.n,ij] is
relatively insensible to mesh refinement.
4.2. Performance of the FE model
Several numerical tests were conducted to study particles
interaction behaviour. To limit the number of possible situations some
of the model parameters have been fixed for the all samples, i.e. the
radius of the particles [R.sub.i] = [R.sub.j] = [R.sub.p] =
7.5x[10.sup.-3] m and the initial distance between the spherical
particles is assumed to be fraction of the radius [L.sub.c] =
0.07[R.sub.p].
On the basis of analytical results, see Fig. 6, only the weakest
bond was examined. The radius of the cylinder bond is assumed equal to
0.2[R.sub.p]. The bond material properties are defined by ratios of
elasticity moduli [E.sub.p]/[E.sub.b] = 0.2.
The geometrically linear and nonlinear (large strain and large
displacements) models using the same previously described FE mesh were
compared.
Calculation results are presented in Fig. 9. The normal force is
presented in the dimensionless form by the ratio F =
[F.sub.n]/([E.sub.p][R.sub.p] x [10.sup.-3]). The displacement is
presented by the ratio with respect to particle radius
[h.sub.ij]/[R.sub.p].
[FIGURE 9 OMITTED]
Obtained results in Fig. 9 seem to be illustrating well-known
tendency observed by compering linear and nonlinear contact models. The
nonlinear solution exhibits nonlinear geometric stiffening and reflects
Hertz solution. In the range of the small overlap differences are
insignificant. Consequently, usage of geometrically nonlinear models is
redundant. Because loading (maximum displacement value) of particles is
such a small that assumption of small strain and small displacement is
satisfied. Therefore, further normal contact calculations of FE models
were performed by linear principle.
The most of simulation effort was put, however, to examine
influence of the bond parameters. The obtained force-displacement
relationship for elasticity module ratio [E.sub.p]/[E.sub.b] = 2.0 and
various radii ratios between the particles and the bond
[R.sub.b]/[R.sub.p] equal to 0.2, 0.6 and 1,0 is shown in Fig. 10.
From graphs shown in Fig. 10 it could be observed, that for fully
bonded equal particles, when [R.sub.b]/[R.sub.p] = 1, the obtained 5.5%
difference between the FE and analytical models may be considered as
insignificantly. Normal forces at the maximum particles displacements by
the ratio [R.sub.b]/[R.sub.p] = 0.6 - differ about 11%. For quite small
bonds ([R.sub.b]/[R.sub.p] < 0.2) difference between normal forces
reach about 40%.
[FIGURE 10 OMITTED]
The character of obtained results may be explained on qualitative
analysis of deformation behaviour. Two-dimensional plots of directional
deformation fields by the z axis in the central section for various
radii ratios [R.sub.b]/[R.sub.p] are shown in Fig. 11. It could be
noticed that interaction behaviour highly depends on the bond radius,
while the same tendencies observed in previously shown normal
force-displacement relationship (Fig. 10) are confirmed by the
three-dimensional continuum model. Firstly, transition from Hertz
contact (Fig. 11, a) to continuous cylinder (Fig. 11, c) was clearly
indicted. Secondly, assumption (14) about uni-directional uniform
deformation of the interface layer is held through all of three plots.
[FIGURE 11 OMITTED]
In the calculations of this problem by the FE program it have been
encountered some accuracy problems. Therefore, can be said, that not
only the mesh size, but also several other factors, such as the size of
load increment, definition of initial contact or solution algorithm
contribute to simulation results.
5. Evaluation of analytical and FE model results
The finite element results are explored to evaluate approximate
analytical models. Regarding very fine mesh and three dimensional models
we assume that FE results are very accurate and maybe used for
evaluation of approximate analytical expressions (4-14). The FE
calculations are restricted to the mostly heterogeneous case, where bond
between particles is much lower than particles.
Detailed comparison of analytically and numerically obtained
results of contact normal forces varying radii ratio and elasticity
moduli ratio of the particles and the bond is given in Fig. 12. Here the
dashed lines indicate results obtained by two analytical models, while
solid curve indicate FE solution. Additionally the horizontal dotted
lines indicate interaction of two spheres without any bond.
[FIGURE 12 OMITTED]
From Fig. 12 can be observed that analytical models exhibit quite
different behaviour in the range of the small bond radii. Moreover
neglecting of the interface size yields solution bounded by contact
model of unbounded particles. Decreasing of the bond radius of the
finite size leads to decrease of contact stiffness. This fact obtained
by analytical model of the particles-bond with the finite size and is
confirmed by the FE calculations.
Comparison calculation results of the newly developed analytical
model and FE numerical model gave better coincidence, because newly
developed model for normal bonded contact estimates real distance
between contacting particles.
Finally, it could be stated, that evaluation of the interface layer
is necessary. It could be evaluated by additional sequential spring by
expressions (13-14).
7. Conclusions
Basing on the calculation results of two analytical models and the
FE simulation the following conclusions were drawn:
1. The numerical simulation of the normal contact interaction
between two spherical particles obtained by the FEM using relatively
fine mesh is assumed to be exact.
2. It was found that the model of contacting particles with the
parallel bond proposed by Potyondy and Cundall [18] gives overestimates
contact stiffness, because the bond volume overlaps the spheres.
3. The above model of contacting particles with the parallel bond
is suitable for the evaluation of contact with interface, for the
relatively strong bonds ([E.sub.p]/[E.sub.b] < 1.0), but for weaker
bonds it is suitable for thick bonds with relative radii
([R.sub.b]/[R.sub.p] > 0.6). This model fails however for the case
relatively weaker slender interface bonds.
4. For the evaluation of interface, the new analytical model was
suggested, where influence of interface of the finite size is evaluated
by additional sequential bond. Accuracy of this model was confirmed by
the finite element analysis.
5. Further investigations are still required to evaluate not only
compression, but also shearing and bending of the bond.
10.5755/j01.mech.18.6.3160
Received August 22, 2011 Accepted November 15, 2012
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S. Pilkavicius *, R. Kacianauskas **, A. Norkus ***
* Vilnius Gediminas Technical University, Sauletekio 11, 10223
Vilnius, Lithuania, E-mail:
[email protected]
** Vilnius Gediminas Technical University, Sauletekio 11, 10223
Vilnius, Lithuania, E-mail:
[email protected]
*** Vilnius Gediminas Technical University, Sauletekio 11, 10223
Vilnius, Lithuania, E-mail:
[email protected]