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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>CEUR Workshop Proceedings</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.18287/1613-0073-2016-1638-493-497</article-id>
      <title-group>
        <article-title>CONTROL OF A ONE RIGIT-LINK MANIPULATOR IN THE CASE OF NONSMOOTH TRAJECTORY</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>N.K. Aksenova</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>V.A. Sobolev</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Samara National Research University</institution>
          ,
          <addr-line>Samara</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2016</year>
      </pub-date>
      <volume>1638</volume>
      <fpage>493</fpage>
      <lpage>497</lpage>
      <abstract>
        <p>Mathematical model of a single-link manipulator is considered. It describes the motion of the manipulator along a given path which cam be nonsmooth. Integral manifolds method is used for the system order reduction and design of control laws. The simplest model of the manipulator consists of one link. In this case the equations of the manipulator motions are</p>
      </abstract>
      <kwd-group>
        <kwd>single-link manipulator</kwd>
        <kwd>integral manifold</kwd>
        <kwd>singular perturbances</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>1 ̈1 +</p>
      <p>
        sin  1 +  ( ̇1 −  ̇ ) +  ( 1 −   ) = 0,
   ̈
−  ( ̇1 −  ̇ ) −  ( 1 +   ) =  ,
(
        <xref ref-type="bibr" rid="ref1">1</xref>
        )
where:  
–is the motor inertia;  1 –is the link inertia; 
–is the link mass,  –is the
link length;  –is the damping coefficient;  –is the stiffness;  1 –is the link angle;
      </p>
      <p>–is the r angle, and  is the torque input which is the controller.</p>
      <p>The use of the small parameter  =</p>
      <p>
        and new variables
 1 =  1 1+    ,  2 =  ̇1,  1 =  1 −   ,  2 =   ̇1,
1
√
(
        <xref ref-type="bibr" rid="ref2">2</xref>
        )
(
        <xref ref-type="bibr" rid="ref3">3</xref>
        )
(
        <xref ref-type="bibr" rid="ref4">4</xref>
        )
yields the system
 ̇1 =  2,  ̇2 =
      </p>
      <p>sin ( 1 +</p>
      <p>
        1+ 
)  1 − 
 1) +
(
1
 1+ 
+
1

)  2 −  2
This system is singularly perturbed with slow subsystem (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) and fast subsystem (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ).
Neglecting all terms of order  ( 2) in the right hand side of the last equation the
independent subsystem is obtained.
  ̇1 =  2,   ̇2 = − (
+
      </p>
      <p>)  1 − 
Solutions of which are characterized by high frequency
(
1
polynomial
 2 2 +  с (
with complex zeros
1


1

1
+ 1
2
and relatively slow decay</p>
      <p>( 1   ), since this differential system has a characteristic
1
 1
+

)  + (</p>
      <p>+
1
 1
1</p>
      <p>)
1</p>
      <p>(
2  1
 1,2 = −
+
) ±
√(
+</p>
      <p>) −  2

2
1
 1
1


 2</p>
      <p>
        (
4  1
1
+
1


)
2
Since the real part of these numbers is negative, slow invariant manifold can be used
for the analysis of the manipulator model under consideration noting that this
manifold is attractive and the reducibility principle holds [1]. Note that the Jacobian matrix
of fast subsystem (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ) for  = 0 has eigenvalues on the imaginary axis with
nonvanishing imaginary parts. This means that we have so called critical case [1, 6]. A
similar case and some other critical cases have been investigated in [7-12].
Slow integral manifold
The terms of  ( 2) of the fast subsystem (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ) leads us to conclude that the slow
integral manifold may be found in the form  1 =  2 +  ( 3) and  2 =  ( 3), where
Here we used the representation
 =  0 +  2 1 +  ( 3).
      </p>
      <p>0] (


1
+
1 −1</p>
      <p>
        )


The flow on this manifold is described by equations:
 ̇1 =  2,  ̇2 = − 
Note that due to (
        <xref ref-type="bibr" rid="ref2">2</xref>
        )  1 is expressed through new variables
 1 =  1 +
where
      </p>
      <p>
        + 1  1,
 1 =  2 +  ( 3)
Control function
what allows presenting the system (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ) on the slow integral manifold as
 ̈1 −  2  
  + 1
 ̈ = − 
not use a fast term added to the control input to make the fast dynamics
asymptotically stable to guarantee the fast decay of fast variables  1,  2. We use the slow
component of the control function  which is written as a sum.
 0 = ( 1 +   )  +
      </p>
      <p>sin  1,
where
order  ( 2)</p>
      <p>=  ̈ −  1( 1 +   ) −  2( ̇1 +  ̇ ).</p>
      <p>
        Setting  = 0, using (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ) and the definition of  0 and   we obtain to an accuracy of
 ̈1 −  ̈ + 2( ̈1 +  ̈ ) +  1( 1 +   ) = 0
(
        <xref ref-type="bibr" rid="ref5">5</xref>
        )
(
        <xref ref-type="bibr" rid="ref6">6</xref>
        )
(
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
(
        <xref ref-type="bibr" rid="ref8">8</xref>
        )
for the difference  1 −   , since  1 =  1 +  ( 3) on the slow integral manifold.
Equation (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) gives the possibility to choose coefficients in the control function   in
such a way that the corresponding control function gives the possibility of realizing a
desired trajectory. Assume, for example [4, 5],  1,  100 ,  1,  11 ,   1,  9.8,
 2 . Setting  1=3,  2=4 for the desired trajectory   = sin  we obtain the following
control law for the original variables
 = 2  + 9.8 sin( 1) = 2[− sin  − 4( ̇1 − cos  ) − 3( 1 − sin  )] + 9.8 sin( 1)
It is illustrated in fig. 2 that the trajectory of controlled single-link manipulator tends
to the desired trajectory   as t increases.
In many cases manipulators describe nonsmooth paths, polygonal lines, for example.
It is impossible to use the integral manifolds method to construct approximations of
slow integral manifold as an expansions in powers of the small parameter. One
possibility is the use of polynomial smoothing.
It is illustrated in fig. 3, which contains the response of the controlled single-link
manipulator, that the trajectory tends to the desired polygonal trajectory   to the
approximation of which is
      </p>
      <p>, 0 &lt;  &lt;  − 1
  = { ( − 1)4 +  ( − 1)2 + 1,  − 1 &lt;  &lt;  + 1</p>
      <p>− + 2,  + 1 &lt;  &lt; 2
Conclusion
The manipulator model describing the manipulator motion in a nonsmooth path is
considered. Integral manifold method is used for the system order reduction.
Acknowledgment
This work is supported in part by the Russian Foundation for Basic Research (grant
14-01-97018-p) and the Ministry of Education and Science of the Russian Federation
under the Competitiveness Enhancement Program of Samara University (2013–2020).</p>
    </sec>
  </body>
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