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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Chaotic Oscillations Type of Flexible Closed Cylindrical Nanoshells Under the Strip Loads Action*</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>T. Yakovleva</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>M. Stasuk</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>A. Krysko</string-name>
          <email>anton.krysko@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Tatiana Yakovleva</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Yuri Gagarin State Technical University of Saratov</institution>
          ,
          <addr-line>Saratov</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The theory and data visualization of flexible closed cylindrical nanoshells nonlinear dynamics under the strip loads action are constructed. The theory is based on hypotheses: Kirchhoff-Love, modified couple stress theory, geometric non-linearity adopted in the T. von Karman form. To obtain the desired differential equations, the Hamilton-Ostrogradsky principle was used, which makes it possible to obtain the desired differential equations in mixed form describing nano effects. For reduction to the Cauchy problem in spatial coordinates, the Bubnov-Galerkin method in higher approximations is applied. Further, the Cauchy problem is solved by methods such as Runge-Kutta and Newmark. The convergence of the Bubnov-Galerkin method is studied depending on the number of terms in the original functions expansion in spatial coordinates. The oscillations transition scenario from harmonic to chaotic depending on the number of series members in the Bubnov-Garekin method, as well as depending on the type of load, geometric and size-dependent parameters, is investigated. The numerical experiment results were visualized by nonlinear dynamics methods and using wavelet analysis. It was revealed that the oscillations type substantially depends on these parameters; two types of chaos are observed: chaos and hyperchaos. This was revealed according to the chaos criterion given by Gulik, and the Lyapunov exponents study by the methods of Rosenstein, Kantz, and Wolf. A chaos type analysis was carried out based on the signs of Lyapunov exponents spectrum calculated by the Sano-Sawada method.</p>
      </abstract>
      <kwd-group>
        <kwd>Data Visualization</kwd>
        <kwd>Flexible Closed Cylindrical Nanoshells</kwd>
        <kwd>Modified Couple Stress Theory</kwd>
        <kwd>Chaos</kwd>
        <kwd>Hyperchaos</kwd>
        <kwd>Lyapunov Exponents</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The nonlinear dynamics problems visualization allows a qualitative assessment of the
complex mechanical structures behavior at a new level. The modern technology
constituent elements are subject to external dynamic action of a forceful nature. This fact
* This work was supported by the RFBR according to the research project № 20-08-00354.
necessitates a comprehensive study of the structures behavior [
        <xref ref-type="bibr" rid="ref1 ref2 ref3">1-3</xref>
        ], determining their
limiting states and identifying the type of chaotic oscillations. Previously, the chaotic
oscillations type analysis was mainly considered in physics and radiophysics [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. In
mechanics, the type of chaotic state was studied using classical systems as an example
[
        <xref ref-type="bibr" rid="ref5 ref6">5-6</xref>
        ]. An important issue is the methods of the results scientific visualization, which
allow obtaining reliable information about the ongoing process. This article is aimed
at constructing a theory and data visualization for the chaotic oscillations analysis of
flexible closed cylindrical nanoshells under the strip loads action.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Mathematical Model of a Cylindrical Nanoshell</title>
      <p>The study object is a closed cylindrical shell, occupying a region
Ω = {x, y, z | (x, y, z) [0; L] [0; 2 ] [−h; h]} in the space R3, where L and h – are shell
length and thickness. The coordinate system is entered as shown in Fig. 1.</p>
      <p>
        The shell is isotropic, homogeneous, elastic and obeys Hooke's law. Geometric
nonlinearity is taken into account according to the T. Karman model. The direct normals
hypothesis is valid (Kirchhoff-Love hypothesis). Given the modified couple stress
theory [
        <xref ref-type="bibr" rid="ref7 ref8">7-8</xref>
        ], we obtain the resolving equations of shell motion, boundary and initial
conditions from the Ostrogradsky-Hamilton variation principle. According to this
principle, close movements are compared that bring the system of material points
from the initial position at time t0 to the final position at time t1 . For true
movements, the condition must be satisfied:
t1
 ( K − U + W )dt =0
t0
(1)
 2 2
D2w−ky  F −L(w,F )+ t2w+ w=q(x, y,t),
 x2 2 t
 E1h 2F =−12 L(w,w)−ky x2w,
where D = 12(E1−h3 2 ) + 2E(1h+2) , 2 () = 4x(4) + 2 x24(y)2 + 4y(4) ,
L(w, F ) = 2x2w 2y2F + 2y2w 2x2F − 2 x2wy x2Fy , L(w, w) = 2  2x2w 2y2w − x2wy 2  - are known
nonlinear operators.
      </p>
      <p>We attach to the system (2) the boundary conditions for articulated support at the
ends:
Chaotic Oscillations Type of Flexible Closed Cylindrical Nanoshells Under the Strip Loads… 3
Here K - kinetic energy, U - potential energy, W - external work related to distributed
forces and energy dissipation.</p>
      <p>Using the standard procedure of the variations calculus, we obtain the shell motion
equations and the deformations compatibility equation in the form:
(2)
(3)
(4)
w = 0; 2x2w = 0; F = 0; 2x2F = 0 at x = 0;1,
and periodicity condition at y=0;2π.</p>
      <p>w |t =0 = 0, w |t =0 = 0
In addition to the boundary conditions, we add to the equations (2) the initial
conditions:
Equations (2-4) are reduced to dimensionless form using the following parameters:
h , q = q E2h42  = h
w = hw , F = Eh2 F , t = t0 t ,  =  / , x = Lx , y = Ry , k y = k y 2 LR
R L R
 ,
Eg
 = RL , where L and R = Ry – are shell length and radius. Here t - time,  -
resistance coefficient of the medium in which the shell moves,  = 0.3 – Poisson's ratio,
E - Young's modulus, g - acceleration of gravit,  - material density,  -
sizedependent coefficient, q(x, y, t) – strip load. The line over dimensionless quantities is
omitted for simplicity.</p>
      <p>In this paper, the chaotic oscillations type of a closed cylindrical size-dependent
nano-shell with pivotally fixed edges is first studied. A transverse distributed strip
alternating load with amplitude q 0 acts on the shell (see Fig. 2).
Systems of nonlinear partial differential equations are reduced to a system of ordinary
differential equations by the Bubnov-Galerkin method in higher approximations. The
Cauchy problem is solved by the Runge-Kutta method of the fourth accuracy order
and Newmark method.</p>
      <p>
        Further visualization of the closed cylindrical size-dependent shell oscillations
nature study was carried out by nonlinear dynamics methods with the w signals
construction at the center of the applied shell load, phase portraits, Fourier power spectra
and using wavelet analysis. For the data visualization reliability, the Morlet, Gauss 8
Gauss 32, and Haar wavelets were used as the mother wavelet. Methods and
approaches of nonlinear dynamics find their application in various branches of modern
science, in mechanics, history [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], in the analysis of EEG data (time series) [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ], etc.
An analysis of the nanoshell chaotic oscillations type is carried out according to the
chaos criterion given by Gulik [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], as well as on the basis of the Lyapunov
exponents spectrum signs calculating by the Sano-Sawada method [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].To confirm the
reliability of the results obtained, the senior Lyapunov indices are calculated by
several methods: Wolf [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], Kantz [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ], Rosenstein [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] and Sano-Sawada. The results
visualization was carried out using the software packages MATLAB and Mathcad.
4
      </p>
    </sec>
    <sec id="sec-3">
      <title>Numeric Results</title>
      <p>The shell is affected by a transverse distributed strip alternating load with amplitude
q0 , natural vibration frequency  p = 20.3 , load angle 0 = 5.98 along the entire length
of the cylinder. In the Bubnov-Galerkin method, the series members number was
taken equal to N = 5, 7, 9, 11, 13, 15 for each of the size-dependent coefficient
values  = 0, 0.1, 0.3, 0.5,  0.7 .</p>
      <p>Chaotic Oscillations Type of Flexible Closed Cylindrical Nanoshells Under the Strip Loads… 5</p>
      <p>Table 1. The dynamic characteristics of a cylindrical shell at  = 1 , q0 = 0.18575 , N = 15 .</p>
      <p>
        In the case of a macro-sized (  = 0 ) cylindrical shell, in addition to the driving
oscillations frequency ωp, the Hopf bifurcation at  p / 2 is observed in the Fourier
power spectrum. In the Lyapunov exponents spectrum, we have positive senior and
positive second Lyapunov exponents, while the third or sixth exponents have negative
values. This means that the oscillatory system is in a state of hyper chaos [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] (Table
1).
      </p>
      <p>
        In the case of a nano scale ( = 0.1 ) cylindrical shell, in addition to the driving
oscillations frequency ωp, the Hopf bifurcation ωp /2 and a number of frequencies are
observed in the Fourier power spectrum. In the Lyapunov exponents spectrum we
have a positive senior exponent, while the other five exponents are negative. This
indicates the chaotic nature of shell vibrations [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] (Table 1).
      </p>
      <p>
        In the case of the size-dependent parameter  , at the previous remaining parameters
values the cylindrical nanoshell performs harmonic oscillations, since the senior
Lyapunov exponent has a value close to zero, and the remaining five exponents in the
spectrum have negative values [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] (Table 2).
      </p>
      <p>Table 2 presents the visualization results of the chaotic oscillations type analysis
for a closed cylindrical size-dependent shell depending on the geometric parameter (
 = 1 and  = 3 ), size-dependent parameter ( = 0, 0.1, 0.3, 0.5,  0.7 ), series members
number in the Bubnov-Galerkin method (N = 5, 7, 9, 11, 13, 15). The each sign of the
Chaotic Oscillations Type of Flexible Closed Cylindrical Nanoshells Under the Strip Loads… 7
first six Lyapunov exponents in the spectrum is indicated. For  = 1 , with an increase
in the size-dependent parameter  , chaotic oscillations transform into harmonic ones.
At  = 3 such a process is observed only at N = 5, 15 .
5</p>
    </sec>
    <sec id="sec-4">
      <title>Conclusion</title>
      <p>In the work, by visualizing scientific data, a chaotic oscillations type analysis of
flexible closed cylindrical nanoshells under the strip loads action is carried out. The
scientific visualization of the results is based on the construction of signals, phase portraits,
Fourier power spectra and the use of wavelet transforms. It has been established that
the Morlet wavelet is the most informative for this class of problems, since it gives
the best frequency localization at every moment in time. It is worth noting that the
Fourier power spectrum gives a general picture of the nature of the oscillations of
nanoshells over the entire time interval. The proposed approach allows us to study the
nonlinear dynamics of the flexible closed cylindrical nanoshells, under the influence
of an external alternating load, depending on the size-dependent coefficient. It was
revealed that the oscillations type significantly depends on the amplitude and
frequency of the load, size-dependent and geometric parameters, as well as on the members
number of series in the Bubnov-Galerkin method. The cylindrical shell can perform
harmonic or chaotic oscillations, while depending on the number of positive
Lyapunov exponents, two types of chaos are observed in the spectrum: chaos and hyperchaos.</p>
    </sec>
  </body>
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