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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>September</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>High-performance Calculation of the Relation between the Load of the Motor Vehicle Undercarriage, its Smoothness of the Ride and the Value of Unsprung Weights</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Vladimir V. Bogdanov</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Grigoryi A. Bondarenko</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Andrey E. Kovtanyuk</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>Igor S.</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>10, Russky Island</institution>
          ,
          <addr-line>Vladivostok, 690922</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Far Eastern Federal University, Far Eastern Center for Research and Education in Mathematics</institution>
          ,
          <addr-line>Ajax Bay</addr-line>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Moscow Higher Combined-Arms Command School (MVOKU)</institution>
          ,
          <addr-line>Golovacheva st.2, Moscow, 109380.</addr-line>
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>The State University of Management</institution>
          ,
          <addr-line>Ryazansky Prospekt 99, Moscow, 109542</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2021</year>
      </pub-date>
      <volume>1</volume>
      <fpage>4</fpage>
      <lpage>16</lpage>
      <abstract>
        <p>The article deals with the issue of loading the chassis of the car, in particular, its suspension elements, wheels, tires, as well as its smoothness of the ride and the value of unsprung weights. The calculations are performed in a non-linear formulation, taking into account the real characteristics of the vehicle. The obtained results of the calculations cast doubt on the generally accepted postulates, according to which the unsprung mass of the car has a significant negative impact on the load of its chassis (i.e., the smaller the value of unsprung masses, the better). The outcomes also clearly demonstrate the feasibility of using the full potential of high-performance computing to solve this class of scientific and technical problems related to statistical dynamics and comprising modeling and micro-profile of the road surface, without which it is impossible to numerically solve the problem in a nonlinear formulation, and the vehicle itself. A large amount of calculations and accurate modeling, adequate to the real objects of calculation, require the use of high-performance computing. Sprung weight, unsprung weight, suspension, load, smoothness of the ride VI International Conference Information Technologies and High-Performance Computing (ITHPC-2021),</p>
      </abstract>
      <kwd-group>
        <kwd>Weights</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>It is well known that the mass of the car is divided into sprung and unsprung, the latter being the
mass of all the elements perceived by the elastic elements of the suspension. The remaining elements
form an unsprung mass, which is several times smaller than the sprung mass. There is a trend to
reduce the unsprung weight, because it is believed that this event will favorably affect the smoothness
of the ride, stability and handling, traction-speed and fuel-economic characteristics of the car, the load
of its suspension elements, wheels, and tires.</p>
      <p>Naturally, the larger the mass, the more difficult it is to change the parameters of its movement, such
as speed and direction of movement. However, this is true for both sprung and unsprung masses.
Therefore, there is no doubt concerning the improvement of stability, handling, traction and braking
dynamics with the unsprung mass decrease, but the question of improving the smoothness of the car,
reducing the load on its suspension elements, wheels, tires remains rather controversial, because, on the
one hand, the lower the value of the unsprung mass compared to the sprung one, the smaller the values
of the kinematic characteristics of the latter, due to the fluctuations of the first from interaction with the
irregularities of the support surface. At the same time, it is logical that the larger the unsprung mass, the
less it will respond to external influences (with the same tire characteristics) and, correspondingly, its</p>
      <p>2020 Copyright for this paper by its authors.
effect on the sprung mass will be smaller. The same conclusions raise doubts about the increase in the
load of elastic, dissipative suspension elements, wheels, and tires with an increase in the unsprung mass.</p>
      <p>
        In [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ], to study the effect of unsprung masses on the smoothness of the ride, the loading of elastic,
dissipative suspension elements, tires, the amplitude-frequency characteristics of the movements,
speeds, and accelerations of the sprung and unsprung masses were obtained. These calculation results
allow to conclude that the reduction of unsprung masses, having a positive effect on the
tractiondynamic, fuel-economic characteristics of the car, their stability and controllability, the load on the
wheels, tires and road surface, still has little effect on the operation mode of the elastic and dissipative
suspension elements, and on the smoothness of the ride, which contradicts the generally accepted
opinion. However, the solution of the problem was carried out in a linear formulation, which could
affect the results of calculations..
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Calculation model</title>
      <p>Let us complicate the problem and assume that the characteristics of the elastic and dissipative
suspension elements are nonlinear, as shown in Figure 1 and 2. They show the characteristics of the
springs and shock absorbers of the car, respectively.</p>
      <p>Taking into account the assumption of the independence of the vibrations of the front and
rear sprung parts, the design scheme will be as shown in Figure 1. Here y,  is the vertical
movements of sprung, unsprung masses. Accordingly, (y −  ) is the difference in the speeds
of movement of sprung and unsprung masses, which is included in the characteristics of the
shock absorber in Figure 2.</p>
      <p>The calculation scheme is shown at the Figure 3.</p>
      <p>The corresponding mathematical model is as follows:
My + c p ( y −  ) + k p (y −  ) + tr p  sign (y −  ) = 0;
 (1)
m − c p ( y −  ) − k p ( y −  ) + c sh ( + q (t )) + k sh ( + q (t )) = 0,

where M, m stand for the sprung and unsprung masses of a vehicle; c p , k p are the given coefficients
of stiffness of the elastic element and the viscous resistance of the dissipative element; tr p is the force
of friction in the longitudinal direction in the suspension; c sh is the coefficient of normal tire
stiffness; q (t ) is the kinematic effect from the roughness of the road surface.</p>
      <p>The solution of the differential equations system will be obtained numerically, but this requires an
array of ordinates of the micro profile of the road surface. Correlation functions for public roads are
usually represented as:</p>
      <p>Rq (x s ) =  2q  e −1 xs</p>
      <p>
        Rq (x s ) =  q2  e −2 xs  cos 1 x s
Rq (x s ) =  q2   A1  e −3 xs + A2  e − 4 xs  cos  2 x s 

(2)
(3)
(4)
where  q2 = Rq (0) is dispersion, and A1 , A2 are weight coefficients;
 i are the parameters that characterize the decay rate of the correlation relationship of the
microprofile ordinates;
 i are the parameters that characterize the harmonic component of the microprofile;
For a number of roads, the parameters A ,  i ,  i ,  qi are given in the table. 1 [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ].
      </p>
      <p>i
x s is correlation interval.</p>
      <p>A2
0
0,15
0
1
 1 =  2 =  3  4 , м-1
, м-1
0,15
0,20
0,45
0
0,05
0
0
0,10
1 =  2 ,
м-1
0,60
0
0
0,238
highway
Worn concrete</p>
      <p>highway
Broken dirt road
0,55
0,45
0,085</p>
      <p>
        Numerous research works have been devoted to the issue of modeling the micro profile of
the road surface, in particular, [
        <xref ref-type="bibr" rid="ref3 ref4 ref5 ref6 ref7">3–7</xref>
        ].
      </p>
      <p>
        By way of example, let us use the formula (4) of the correlation function of the
hardtopped road. Here A1 = 0,85 ; A2 = 0,15 ;  q = 0,008 м ; 1 = 0,2c −1 ;  2 = 0,05 c −1 ; 1 = 0,6c −1 .
The equations of the forming filter featured as a system of first-order differential equations
will be as follows [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]:
 b
q = q1 + a00 q0 ;

q1 = q2 + a0b1a+02 a1b0 q0 ;
q 2 = − a1 q2 − a2 q1 − a3 q +  b2 − a1  a0b1 − a1b0 − a2b2 0 q0 .
 a0 a0 a0  a0 a0 a02 a0 
(5)
      </p>
      <p>To solve the obtained differential equations, we will use the Runge-Kutta method of the
first order. The corresponding simulated micro profile of the road surface is shown in Figure 4.</p>
      <p>To conduct the numerical study, we will set the following tentative values: M = 2400 kg;
csh = 1553 ,5 kN/m, k p = 150 Ns/m, k sh = 2544 Ns/m, the reduced stiffness coefficient of
the spring c p = 168 kN/m, the spring and the springer – c p = 348 ,4 kN/m. The given
coefficients of the viscous resistance of the dissipative element are accepted, according to
Figure 2, with the value of the friction force being 1500 N, the coefficient of friction between
the spring sheets being 0.18.</p>
      <p>We will perform calculations for three values of the unsprung mass: 500 kg, 300 kg, 100
kg when the car is driving at the speed of 60 km/h. Figure 5 shows the vertical movements y
of the sprung mass. In this drawing and in all the subsequent ones, the red color corresponds
to the unsprung weight of 500 kg, the blue one to that of 300 kg, and the green one to that of
100 kg. As you can see, the movements at three different masses almost overlap. Moreover,
the velocities of movement of the sprung masses do not significantly differ from each other
for the three calculated cases presented in Figure 6.</p>
      <p>The loading of the elastic suspension elements can be assessed on the basis of Figure 7,
which shows the impact of dynamic forces F p . Figure 8 illustrates the loading of tires. Their
more significant differences are due to different values of unsprung masses.</p>
      <p>For greater clarity, Figure 9 shows the mean standard deviations (MSD) of dynamic loads
on tires (red), on elastic suspension elements (blue), on shock absorbers (green) when driving
a car at the speed of 60 km / h on a hard-topped highway. Figure 10 shows the MSD of the
acceleration of the body. As can be seen from the results of the calculations presented in
these figures, the change in the value of the unsprung mass does not significantly affect the
loading of the elastic and dissipative suspension elements, the smoothness of the ride. It is the
tires that will experience a noticeable increase in loads, both dynamic and static. Thus, an
increase in the unsprung mass from 100 kg to 500 kg (i.e. by 400%) will lead to an increase
in the static load by 16%, and the standard deviations of the dynamic forces – by about 35 %.
The forces in the contact spot of the tire with the road will increase by approximately the
same value. However, the increase in the MSD of dynamic forces on elastic suspension
elements is about 3.5%, the one on the dissipative elements is 2.6%, and that of accelerations
is less than 1.5%. The same situation is observed with other speeds of the vehicle.</p>
      <p>
        Thus, the refined calculation in the nonlinear formulation confirms the conclusion made
earlier in [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] that the reduction of unsprung masses has a negligible effect on the loading of
elastic and dissipative suspension elements, and on the smoothness of the car. The load on the
wheels, tires, and road surface is concurrently reduced.
      </p>
      <p>
        In addition, it should be noted that the nonlinear formulation of the problem requires the
use of high-performance computing, since the solution of complex systems of differential
equations that take into account both the refined correlation functions of the microfiles of
roads and the real inertial, elastic, dissipative characteristics of vehicle elements is difficult in
most cases even if fairly modern PCs are employed. The current progress in the development
of supercomputer methods allows us to solve the class of problems described in this article
and related classes with a significant reduction in time and labor inputs [
        <xref ref-type="bibr" rid="ref8 ref9">8, 9</xref>
        ].
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Acknowledgements</title>
      <p>The studies were carried out using the resources of the Center for Shared Use of Scientific Equipment
"Center for Processing and Storage of Scientific Data of the Far Eastern Branch of the Russian
Academy of Sciences", funded by the Russian Federation represented by the Ministry of Science and
Higher Education of the Russian Federation under project No. 075-15-2021-663.</p>
    </sec>
    <sec id="sec-4">
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