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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Improvement of resource efficiency of the isomerization process by mathematical modeling catalytic</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>A G Faskhutdinov</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>I V Akhmetov</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>A E Musina</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>I M Gubaydullin</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Petrochemistry and Catalysis of the Russian Academy of Sciences</institution>
          ,
          <addr-line>Oktyabrya St. 141, Ufa, Russia, 450075</addr-line>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Ufa State Petroleum Technological University</institution>
          ,
          <addr-line>Kosmonavtov St. 1, Ufa, Russia, 450062</addr-line>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2018</year>
      </pub-date>
      <fpage>377</fpage>
      <lpage>383</lpage>
      <abstract>
        <p>The article examines main schemes of reaction networks of the catalytic isomerization of the pentane-hexane fraction. The selection of the kinetic model for the most complete description of the basic chemical processes based on the mechanism of the reactions proceeding is substantiated. The mathematical model is constructed on the basis of kinetic model. The foundations for the subsequent modeling of the entire chemical-technological process system are laid.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        In connection with the change-over of the domestic oil refining industry to the production of motor
gasoline compliant with the Euro-5 and Euro-6 standards, the current task is to reduce the content of
aromatic hydrocarbons and, in particular, benzene in motor fuel while preserving the octane value. It is
known that the main amount of aromatics in motor gasolines is formed in the process of catalytic
reforming. Catalytic isomerization of light paraffins, in its turn, makes it possible to obtain a
highoctane component of motor gasoline with a minimum content of aromatics. The purpose of the process
of catalytic isomerization of the pentane-hexane fraction is the production of high-octane components
of automobile gasolines. This process has a high efficiency, because such low-octane oil components
as fractions 62-70 0С, as well as catalytic reforming raffinates are used as raw materials. The process is
carried out in a hydrogen environment in the presence of bifunctional catalysts [
        <xref ref-type="bibr" rid="ref1 ref2">1, 2</xref>
        ].
      </p>
      <p>
        It should be noted that in the postwar years, during the design and construction of most
installations, including reactors and devices, inadequate attention has been given to an intensive study
of the mechanism of processes. The intensive development of such modern information technologies
as parallel computing technology, artificial neural networks (ANN), 3D modeling, simulation
modeling, etc., allow us to develop detailed kinetic models of complex processes. Then, based on
these models, it is possible to increase significantly the yield of the target product, while minimizing
energy and material resources [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
      <p>
        There are often problems associated with the description of kinetics when studying refining
processes. First of all it can be associated with a large component composition of raw materials, as
well as the flow of a huge number of chemical reactions taking place on the acid and metal centers of
bifunctional catalysts [
        <xref ref-type="bibr" rid="ref4 ref5">4, 5</xref>
        ]. In this connection, to simplify the description of the kinetics, the stage of
formation of the intermediates that are not present in the composition of the target products is usually
not considered.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Experimental</title>
      <p>The object of the study is the reactor section of the catalytic isomerization unit of the pentane-hexane
fraction, consisting of three series reactors. Hydrotreated gasoline fraction with a boiling range of
6270 ° C, containing mainly pentane and hexane was used as a raw material.</p>
      <p>The raw material load was 47.6 m3 / h. Consumption of hydrogen bearing gas (HBG) – 3400
nm3/h. The composition of the fresh HBG is shown in Table. 1. The pressure in the reaction zone was
3.2 MPa. The temperatures at the inlet of the first, second and third reactors were 147, 160 and 145 °
C, respectively. The temperatures at the outlet of the first, second and third reactors were 160, 170 и
146 0С, respectively. The bifunctional catalyst of the domestic production SI-2 was used as the catalyst
of the process. As noted, the reactor unit of the research object consists of three reactors in which the
catalyst was distributed at 9,000 kg.</p>
      <sec id="sec-2-1">
        <title>Component</title>
      </sec>
      <sec id="sec-2-2">
        <title>Nitrogen</title>
        <p>Hydrogen
Isobutane
Isopentane
Oxygen
Methane
n-butane
n-pentane
Propane
С5Н10 (sum)
Ethane</p>
        <p>Characteristics of raw materials and product (stable isomerizate) are given in Table. 2 (operation
data of the industrial unit for the catalytic isomerization of the pentane-hexane fraction).</p>
        <p>The composition of raw material and product of the catalytic isomerization process of the
pentanehexane fraction is given in Table 3 shows (industrial unit data).</p>
        <p>It is obvious that for developing a detailed kinetic model it is enough to model only a cascade of
reactors. The composition of the gas product mixture after the reactor unit is calculated from the
product data after the stabilization unit, that is available. Here it should be noted that with such a
calculation, the indicators of productive flows have a large effect on the final result.</p>
        <p>In such cases, the instruments error can reach 5% for flows in the gaseous state and 3% for the
flows in the liquid state. Therefore, the use of such data without preliminary verification (balance on
carbon and hydrogen) is absolutely unacceptable.</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Scheme of reaction networks of the catalytic isomerization of the pentane-hexane fraction</title>
      <p>
        The first stage of the mathematical description of the object is the scheming of hydrocarbon reactions
during the process. It should be noted that the accuracy of calculations and the adequacy of the
mathematical model to the actual process directly depend on the degree of detail of chemical
transformations. Therefore, the transformation scheme should sufficiently reflect the physico-chemical
nature of the process [
        <xref ref-type="bibr" rid="ref6 ref7">6, 7</xref>
        ].
      </p>
      <p>In this article there was an attempt to make more detailed analysis of the scheme of reaction
networks proceeding from the mechanism.</p>
      <p>
        It is known that reactions in the process of isomerization in the presence of bifunctional catalysts
proceed along the carbon-ion mechanism [
        <xref ref-type="bibr" rid="ref10 ref8 ref9">8-10</xref>
        ]. The thermodynamics of the process is the basis. The
result of thermodynamic analysis is a list of reactions that probably proceed under given conditions
[
        <xref ref-type="bibr" rid="ref11 ref12">11, 12</xref>
        ]. The probability of reactions under the process conditions of the catalytic isomerization of the
pentane-hexane fraction (temperature-150 ° C (423 K) and pressure-3.2 MPa) was estimated from the
value of Gibbs energy ΔG (Table 4).
      </p>
      <p>
        From the Table 4 we can see that isomerization, dehydrocyclization, naphthene conversion,
dehydrogenating reactions are reversible. Whereas hydrocracking reactions are irreversible [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
      </p>
      <p>According to the equations of reactions taking place in the process of catalytic isomerization of the
pentane-hexane fraction, we write the kinetic equations as follows (Table 5).
13. 3-MP ↔ MCP + Н2 -64.42 -26.58
14. 2.2-DMB ↔ MCP + Н2 -78.51 -31.43
15. 2.3-DMB ↔ MCP + Н2 -70.91 -26.82
16. MCP + Н2→3-MP -64.42 -26.58
17. n-С5Н12+ Н2→С3Н8+С2Н6 -44.49 -49.96
18. n-С5Н12+ Н2→n-С4Н10+СН4 -56.57 -61.66
19. n-С6Н14+ Н2→2С3Н8 -37.94 -48.88
20. n-С6Н14+ Н2→n-С4Н10+С2Н6 -45.91 -51.80
21. n-С6Н14+ Н2→n-С5Н12+СН4 -56.14 -47.34
22. n-С6Н14+ Н2→i-С5Н12+СН4 -64.35 -66.71
23. 2-MP + Н2→i-С4Н10+С2Н6 -47.38 -49.82
24. 3-MP + Н2→i-С5Н12+СН4 -59.91 -65.95
25. 2.3-DMB +Н2→i-С4Н10+С2Н6 -43.44 -52.63
26. 2.3-DMB +Н2→i-С5Н12+СН4 -53.43 -65.71
27. i-С5Н12+ Н2 →i-С4Н10+ СН4 -56.82 -57.71
28. 2.2-DMB +Н2→i-С4Н10+С2Н6 -35.83 -48.05
29. 2.2-DMB +Н2→i-С5Н12+СН4 -45.82 -61.11
where 2-MP – 2-methylpentane, 3-МP – 3-methylpentane, 2.2-DMB – 2.2-dymethylbutane, 2.3-DMB
– 2.3-methylbutane, CH – cyclohexane, MCP – methylcyclopentane, BZ – benzene.
– isobutane, kj – kinetic constant of the j-th reaction, L∙mol-1∙h-1 (j=8, 9, 11-29), h-1 (j=1-7, 10), Wj –
rate of the j-th reaction, mol/(l∙h).</p>
      <p>
        The reaction rates entering into the kinetic model (Table 5) were written according to the law of
mass action [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]. The mathematical model of the process is a system of nonlinear differential
equations [
        <xref ref-type="bibr" rid="ref15 ref16">15, 16</xref>
        ]:
dx1 = −W1 −W17 −W18 +W21
 dt
dx2 =W1 +W22 +W23 +W24 +W26 −W27 +W29
 dt
dx3 = −W2 −W3 −W4 −W5 −W11 −W19 −W20 −W21 −W22
 dt
dx4 =W2 −W6 −W12 −W23
 dt
dx5 =W3 +W6 −W13 +W16 −W24

 dt
dx6 =W4 −W7 −W14 −W28 −W29
 dt
dx7 =W5 +W7 −W15 −W25 −W26
dx10 =W8 −W10 +W11
 dt
dx11 =W9 +W10 +W12 +W13 +W14 +W15 −W16
 dt
ddxt8 = −W8 −W9
 dt

dx9 = −3W8 −3W9 +W11 +W12 +W13 +W14 +W15 −W16 −W17 −W18 −W19 −W20 −

 dt
−W21 −W22 −W23 −W24 −W25 −W26 −W27 −W28 −W29
dx12 =W17 + 2W19

 dt
dx14 =W18
dx13 =W17 +W25 +W27 +W28
 dt
dx16 =W25 +W27 +W28
 dt


ddxt15 =W18 +W21 +W22 +W23 +W24 +W26 +W29
 dt
      </p>
      <p>With initial conditions t=0, хi(0)=хi,0, where i – corresponding hydrocarbon.</p>
      <p>Thus, the dimension of the system of a mathematical model equations is coincides with the number
of substances whose concentration is determined in calculations.</p>
      <p>To apply the obtained model, it is first necessary to make a comparative assessment of the kinetic
parameters.</p>
      <p>
        When solving the inverse kinetic task, it is planned to use the method of parabolic descent. It is also
planned to use a modified Kutta-Merson method of the fifth order of accuracy to solve the system of
ordinary nonlinear differential equations [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ].
      </p>
      <p>
        The solution algorithm of a system of differential equations
calculation of the right-hand sides f(x) [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]:
dx = f (x) requires a fivefold
dt
      </p>
      <p>F1=f(xk)∙h,</p>
      <p>F2=f(xk+F1/3)∙h,
F3=f(xk+(F1+F2)/6)∙h,</p>
      <p>F4=f(xk+(F1+3∙F2)/8)∙h,
xk+1=xk+( F1–3∙F2+4∙F4)/2,</p>
      <p>F5=f(xk+1)∙h,
*
x k+1 = x k + (F1 + 4 ⋅ F4 + F5 ) ,
where h – step of integration over a spatial or temporal coordinate, xk – values of variables at the
beginning of the integration interval. At the end of the integration interval, two solutions are obtained:
*
xk+1 – by the Runge-Kutta method with accuracy О(h4) and x k+1 – by the Kutta-Merson method with
accuracy О(h5).
4. Findings
• With the help of calculations, it has been shown that all reactions occurring in the
transformation scheme is probable from the point of view of thermodynamics under the
conditions of the process.
• The detailed mathematical model is proposed, consisting in consideration of all components of
the raw material fraction with the boiling range of 62-70 ° C (pentane-hexane fraction).</p>
    </sec>
    <sec id="sec-4">
      <title>5. Conclusion</title>
      <p>Development on the basis of the reaction mechanism of an adequate kinetic model is an important
stage in the creating of a mathematical model. Due to the fact that by solving inverse kinetic tasks, the
parameters that will serve as the basis for the mathematical model are determined, and also taking into
account physicochemical aspects of the process, the mathematical model will allow to carry out
predicted calculations, to select the optimal technological conditions for increasing the resource
efficiency of the catalytic isomerization process of pentane-hexane faction.</p>
    </sec>
  </body>
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