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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Construction of the Simulation Model of Transportation Oil Products</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Moissev V.I.</string-name>
          <email>moiseev_v_i@list.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Karpova T.S</string-name>
          <email>t.s.karpova@gmail.com</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ksenofontova V.A.</string-name>
          <email>koc-vera@yandex.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Higher mathematics</institution>
          ,
          <addr-line>Emperor, Alexander I St. Petersburg</addr-line>
          ,
          <institution>State Transport University</institution>
          ,
          <addr-line>Saint-Petersburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Information and Computing</institution>
          ,
          <addr-line>Systems, Emperor Alexander I, St. Petersburg State Transport</addr-line>
          ,
          <institution>University</institution>
          ,
          <addr-line>Saint-Petersburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <fpage>103</fpage>
      <lpage>108</lpage>
      <abstract>
        <p>New method of transportation of viscous petroleum products is proposed, ensuring their high average temperature and fluidity without the use of thermal insulation of the railway tank boiler and ground heating. A simulation model for the transportation of viscous petroleum products was constructed using a new method of modeling the physical process, allowing to estimate the amount of resources consumed</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>CURRENT CONDITION OF TRANSPORT OF
geographical capabilities of the country, is not
anticipated [Car].
2. The ability to provide bulk cargo delivery by rail,
unlike road transport, which has a maximum
volume of one tank-vehicle cargo of 25 tons. At
the same time, the specialized rolling stock in 45
wagons is able to carry cargo weighing up to
3000 tons [Zhe17].
3. The unisonality of transport in contrast to water
transport.</p>
      <p>Let us consider in detail the scheme of transportation of
viscous oil products (Figure 1).</p>
      <p>The most energy-intensive and expensive processes are
heating petroleum products before unloading and
draining, as well as cleaning the boiler of the railway tank
from the remains of petroleum products with preliminary
evaporation, disposal and disposal of a large amount of
waste [Gon89].
A significant role here is played by:
• Long distances and low branching of
railways, which lead to long-term transport
duration.
• During transportation, transported oil
products are cooled, and in dark petroleum
products (masuts, oils, paraffin oil products,
etc.) viscosity increases so much that their
discharge without long and intensive heating
necessary for the restoration of fluidity
becomes impossible [Moi12, Bak04].</p>
      <p>These problems lead to the fact that transportation of dark
petroleum products is a labor-intensive, long-term and
expensive operation, which causes low turnover of tank
wagons, requiring expensive equipment and high costs of
heat energy and water (steam).
2 STRATIFICATION OF VISCOUS OIL
PRODUCTS (NEW TRANSPORTATION MODEL)
The most rapid cooling of viscous petroleum products in
the first 20-25 hours after pouring into the railway tank,
when the temperature of the petroleum product is high,
and the viscosity is small [Zhe17].</p>
      <p>Cooling of cargo occurs due to mixed free-forced
convection through the walls of the boiler of the railway
tank. As a result, cooled during transportation, the load
during unloading needs to be heated to restore fluidity.
This problem is particularly acute in winter, which in
some regions of the country can last up to 8 months
[Mik77,Mon65]
Now, specialized railway tanks are used to slow down the
freezing of viscous petroleum products: With a
steamheater cover, with stationary steam coils, with thermal
insulation of the boiler walls, etc. Their disadvantage is
that these railway tanks have a large mass of containers,
which, creating excessive loads on the axle of wheel pairs,
causes the need to reduce the weight of the load. The
consequence of the use of specialized trains is the
nonproductivity of transportation and a very large, empty run,
usually reaching 50% [Mor06].</p>
      <p>One possible way to reduce the cost of railway
transportation is to slow down the rate of cooling of
viscous petroleum products during transportation by
transferring them to stratified state at the time of loading.
This non-equilibrium condition can be achieved by
increasing the density of the cargo carried at the bottom of
the railway tank even during loading. Directly in the
places of interaction between the transported cargo and the
walls of the boiler, the viscous oil product solidifies,
forming a high-viscosity layer, which has a small thermal
conductivity, which itself becomes thermal insulation.
As a result, the bulk of the product remains in a fluid state
throughout the transport. In this case, when unloading into
the warming-up, a small share of the transported cargo
(not more than 10%) is required. The unloading and
cleaning process is approaching summer time standards.
The advantage of this type of transport is the use of the
existing fleet of general-purpose railway tanks.</p>
    </sec>
    <sec id="sec-2">
      <title>3 SIMULATION MODEL</title>
      <p>To assess the cost effectiveness of the proposed mode of
transportation, a number of simulation models
of various processes of transportation of petroleum
products were developed, allowing to conduct functional
and cost analysis. As an instrumental environment was
used the domestic platform Business Studio [Bis,Kse19].
The modeling used BPMN notation, which allows a very
thin and precise description of the simulated business
process.</p>
      <p>With Business Studio, you can see how many times each
process has been started, what processes are waiting to
run, and why (lack of material resources), the average
number of launches per day. The consumption of material
resources (pair) is visible.</p>
      <p>Let's consider one of the most expensive processes of
transportation of oil products - cleaning of the railway tank
from the remains of cargo, including preparatory
operations, draining of residues and cleaning of the tank
directly. The duration of the cleaning of the railway tank
depends on the nature of the cargo, the period of delivery
(winter or summer) and can amount to 5-6 hours in winter,
unlike the summer time, when the cleaning of the tank
takes only 1,5-2 hours.</p>
      <p>We will carry out simulation of the process of cleaning the
boiler of the tank-car in winter period at work of one drain
device and average temperature of air -25̊С. The result of
the simulation is visible in Fig.2.</p>
      <p>The diagram shows that during the past day, a composition
consisting of 22 railway tanks arrived at the wash-and-row
station. Of this number, 6 railway tanks were completely
cleaned, another 17 are waiting for their turn.</p>
      <p>In Table 1, it is shown that process "Steaming" was
launched 21 times, in 18 cases it is completed, and in 3 it
is being carried out at the moment. The queue was formed
during the "Solvent washing" process, which was
launched 18 times, of which in 8 cases the process was
Three climatic zones are allocated for clarity of
calculation.
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2.</p>
      <p>a
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      <p>e
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14 0
The 1st climatic zone, to which the south the
country belongs with a duration of winter
period up to 3 months and an average
temperature of -9,5̊С and a summer period
with an average temperature of + 30̊С.</p>
      <p>The 2nd
Primorsky
climatic zone, to which the
region belongs, the central,
With the new loading system, petroleum products come to
the end user in a hot state and practically does not need
heating during draining. Therefore, the cleaning process
will be similar to the summer time of the year. Let us carry
out simulation at work of one drain device and average
temperature of air 18̊С. The result of the simulation is
visible in Fig.3.</p>
      <p>The wash-and-row station received a composition
consisting of 20 tank wagons. Of these, when one is
working with one drain device, completely cleaned 16.
The Table 3 show the average number of launches per day
and the material consumption.</p>
      <p>The process "Washing water", for example, was launched
17 times, of which 16 are completed, and 1 are waiting in
the queue.</p>
      <p>It is clear from Table 4 that during the cleaning of 16 tank
wagons in summer less steam was spent than the winter
period for cleaning 6 railway tanks.</p>
      <p>The final Table 5 shows the amount of steam used to clean
the tank during summer and winter periods, depending on
the climate zone, calculated using the Business Studio
platform.
4173,0749 810,3542 4983,4291
western and northwestern parts of the battle
with a duration of the winter period up to 5
months and an average winter temperature of
-10̊С and summer temperature of +25̊С
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      <p>e
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      <p>y
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      <p>s
3. The 3rd climatic zone, which includes the
regions of Siberia and the far East, with a
winter period of up to 8 months and an
average temperature of -22̊С in winter, and in
summer +18̊С.
The data obtained using the simulation model correspond
to the data obtained from the calculation [Tkt16].
The Figure 4 shows the change in the vapor mass (G) from
the ambient temperature (t) at the thickness of the oil
deposits on the walls of the tank 0,02m.</p>
    </sec>
    <sec id="sec-3">
      <title>4 CONCLUSION</title>
      <p>A new way of transportation of viscous petroleum
products is proposed. A simulation model for the
transportation of petroleum products was constructed,
allowing to estimate the amount of resources necessary for
heating the oil product before unloading and during the
cleaning of the railway tank.</p>
      <p>Advantages of the built model:
1. For the first time a new method for modeling
physical processes was used.
2. To build the simulation model, a new tool was
used, which was previously used exclusively for
modeling economic business processes.
3. The domestic Business Studio platform was used
as a tool environment.
4. The data obtained from simulation are consistent
with the data obtained from the calculation.
5. In the future, for more complete calculations, it
is planned to integrate a process that takes into
account external factors into the existing model.</p>
    </sec>
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