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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Study of the chain transfer agent's effect on the butadiene-styrene copolymer's properties based on the Monte-Carlo method</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>T. Mikhailova</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>E. Miftakhov</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>S. Mustafina</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Bashkir State University</institution>
          ,
          <addr-line>32, Validy Str.,450076, Ufa</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Ufa State Aviation Technical University</institution>
          ,
          <addr-line>12, K. Marx Str.,450008, Ufa</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2017</year>
      </pub-date>
      <fpage>289</fpage>
      <lpage>292</lpage>
      <abstract>
        <p>The microstructural and molecular characteristics of the butadiene-styrene copolymer are investigated depending on the feeding mode of the chain transfer agent in the paper. The study is based on mathematical simulation of the butadiene-styrene copolymerization process by the Monte Carlo method, where the tert-dodecyl mercaptan is used as the chain transfer agent. The dependences of the values of the weightaverage molecular weight, molecular weight distribution and microheterogeneity index on the serial index of the reactor in the cascade are obtained.</p>
      </abstract>
      <kwd-group>
        <kwd>copolymerization</kwd>
        <kwd>simulation</kwd>
        <kwd>Monte Carlo method</kwd>
        <kwd>butadiene</kwd>
        <kwd>styrene</kwd>
        <kwd>tert-dodecyl mercaptan</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
    </sec>
    <sec id="sec-2">
      <title>3. Methods</title>
      <p>In modern conditions, methods of mathematical modeling are used to study technological processes within the framework of
industrial production. The obtained mathematical model allows to predict the physicochemical parameters of the product yielded
under exploitation’s conditions for a given kinetic scheme and parameters of process.</p>
      <p>The kinetic scheme of butadiene-styrene copolymerization was described in paper [3], and an algorithm for simulation the
synthesis of butadiene-styrene copolymer in the cascade of reactors by continuous mode has been described in papers [4, 5, 6].
The algorithm of simulation of processes is based on the Monte Carlo method. Since the process under study is continuous, the
residence time distribution of the product’s macromolecules is taken into account during the simulation.</p>
      <p>The choice of this approach was conditioned by the fact that the basis of simulation is an imitation of the formation of
copolymer’s macromolecules, which allows to store the information about the composition and length of the chains being
formed in the dynamics of the synthesis. This, in its turn, allows to determine the values of the product’s characteristics at any
time during the simulation.</p>
      <p>A software was developed to simulate the synthesis of butadiene-styrene copolymer which is carried out in the cascade of
stirred tank reactors on continuous mode on the basis of the created model. For the design Visual Studio programming
environment was used with C # and Visual C ++ languages [7, 8].</p>
    </sec>
    <sec id="sec-3">
      <title>4. Results and Discussion</title>
      <p>The developed software was used to investigate the effect of the chain transfer agent’s feed mode on the characteristics and
microstructure of the obtained product. For this purpose, series of computational experiments were performed under the
following conditions:
 the load on the cascade by monomers: 3.5 t/h (100 w.p., butadiene – 70 w.p., styrene – 30 w.p.),
 dosage of initiator (pinane hydroperoxide): 0.054 w.p.,
 ratio water / monomers – 220:100,
 working volume of polymerizer – 10.8 m3,
 volumetric flow rate – 9.5982 m3/h,
 residence time of the reaction mixture in polymerizer – 1.125 h.</p>
      <p>In this case, we will use the following chain transfer agent’s feed mode: 3 points (1st reactor – 0.125 w.p., 3rd reactors – 0.027
w.p., 6th reactor – 0.027 w.p.,) and 2 points of the cascade (1st reactor – 0.125 w.p., 6th reactor – 0.027 w.p.).</p>
      <p>Fig. 1 depicts the dependence of the weight-average molecular weight of the butadiene-styrene copolymer on the index of
the reactor in the cascade. The additional feed of the chain transfer agent in the third point of the cascade promotes to slow
growth of the values of the product’s weight average molecular weight. The molecular weight distribution (MWD) is
characterized by an increase in the low molecular weight’s fractions and a decrease in the high molecular weight’s fractions of
the formed copolymer (Fig. 2).</p>
      <p>The constructed model allows to investigate the sequence of the combination of monomeric units in the formed copolymer’s
chains. At the same time, the microstructure of macromolecules is usually characterized not by fractions of different sequences
of units, but by parameters that represent some of their combinations. This parameter is the microheterogeneity index for the
binary copolymer.</p>
      <p>If the chain of the binary copolymer can be represented as a sequence of dyads of butadiene-butadiene (BB),
butadienestyrene (BS), styrene-butadiene (SB), styrene-styrene (SS), whose fractions are denoted PBB, PBS, PSB, PSS, then the
microheterogeneity index can be calculated from the following formula:</p>
      <p>KM  PBS , (1)
P P</p>
      <p>B S
where the fractions of butadiene and styrene in the chains are calculated according to the formulas:</p>
      <p>PB  PBB  PBS ,</p>
      <p>PS  PSS  PSB .
(2)</p>
      <p>In Fig. 3 the dotted line shows the dependence of the microheterogeneity index of the copolymer on the index of the reactor
in the cascade. Values of the microheterogeneity index vary from 0.98 in the first reactor to 0.87 in the last reactor of the
cascade. It characterizes the final product as a statistical copolymer with a tendency to form long blocks. The additional feed of
the chain transfer agent to the third point of the cascade helps to narrow the range of variation of the microheterogeneity index
and decrease the probability of formation of long blocks: the microheterogeneity index varies from 0.98 in the first reactor to
0.94 in the last reactor of the cascade.</p>
      <p>It can be noted that the range of the change in the fraction of butadiene-butadiene homodyads from 0.78 to 0.38 corresponds
to the two-point feed mode of the chain transfer agent to versus the range of the change from 0.78 to 0.52 for the three-point
feed mode. The fraction of styrene-styrene homodyads varies from 0.02 to 0.2 at the two-point feed mode of the chain transfer
agent versus the change from 0.02 to 0.09 at the three-point feed mode. The range of the change in the fraction of
butadienestyrene heterodyads at different feed mode of the chain transfer agent varies insignificantly: from 0.2 to 0.42 in the two -point
feed mode and from 0.2 to 0.39 in the three-point feed mode. A significant change in the fraction of dyads in the last reactors of
the cascade is associated with the total consumption of the chain transfer agent (Fig. 4-5).</p>
    </sec>
    <sec id="sec-4">
      <title>5. Conclusion</title>
      <p>Simulation of the synthesis of the butadiene-styrene copolymer makes it possible to study the characteristics of the obtained
product on the basis of the Monte Carlo method. Since simulation is based on imitating the growth of copolymer’s
macromolecules and tracking the given processes, it contributes to the accumulation of information on the composition and
length of the formed chains in the dynamics of synthesis. This makes it possible to predict and analyze the microstructure of the
product. It is established that the fractional feed mode of the chain transfer agent supply leads to the narrowing of the range of
the copolymer’s microheterogeneity index. The high molecular weight fractions of the copolymer increase during the course of
the process, which results in the rigidity of the product obtained on the basis of the copolymer. At the same time, the increase in
the content of styrene homodyads in macromolecules contributes to the decrease in the elasticity of the product.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgements References</title>
    </sec>
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