<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Khabarovsk, Russia</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Numerical Study of the Stability of the Steam-Water Flow in Pipelines of Geothermal Gathering System</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Alexander N. Shulyupin</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alla A. Chermoshentseva</string-name>
          <email>allachermoshentseva@mail.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Natalia N. Varlamova</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Kamchatka State Technical University</institution>
          ,
          <addr-line>Petropavlovsk-Kamchatsky</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Mining Institute of the Far Eastern Branch of Russian Academy of Sciences</institution>
          ,
          <addr-line>Khabarovsk</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2019</year>
      </pub-date>
      <volume>1</volume>
      <fpage>6</fpage>
      <lpage>19</lpage>
      <abstract>
        <p>A mathematical model of the steam-water flow in the geothermal fluid transportation system has been developed and, on its basis, the macroscopic temporal flow instability due to gravitational forces has been investigated. The use of geothermal resources is a perspective and developing area of energy [1, 2]. The scale of development is already beyond the scope of investment projects, and the development of geothermal resources is increasingly carried out on a commercial basis. Therefore, along with new prospective studies, for example, the creating improved geothermal systems [3-5] and extracting geothermal energy without raising the deep fluids to the surface [6-8], increased attention to the already existing technologies is paid. In the world practice of development of steam-water fields, which are the basis of modern geothermal power engineering, about 20 years ago, the two-phase transportation of thermal fluid through surface pipelines from wells to group separators began to use. This technology was used at the Mutnovsky field (Kamchatka) among the first. The main problem of two-phase transportation is the choice of an efficient diameter of the pipelines. The small diameter creates large pressure losses, reducing the energy potential (flow rate and temperature) of the thermal fluid. The large diameter creates the risk of instable operate of the surface pipeline and the well-pipeline system. Hydraulic calculation of steam-water pipelines at domestic geothermal power facilities was carried out using the computer program MODEL, in which the instability problem was solved on the basis of empirically justified criterion. This experience has shown the possibility of liberalization of the criterion used for pipelines without ascending sections. Specification of criteria of stability transportation can answer many modern questions of the technology of two-phase transportation of thermal fluid [9]. The flow in the surface pipeline is similar to the flow in wells, which has a rich history of study [10-13]. For the flow in the well, the criterion is used [14], which relates to the macroscopic temporal instability. This criterion is due to the influence of gravitational force in the well and it can be applied to surface pipelines as well. In this paper, the stability of steam-water mixture in surface pipelines of geothermal fluid gathering system is studied on the basis of the theoretically justified condition of the absence of macroscopic temporal instability.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>G</p>
      <p>The internal pressure drop in the pipeline is expressed in terms of friction, acceleration, gravity and local
resistances
where ∆pf , ∆pm , ∆pa , ∆pg are the terms of internal pressure drop for friction, local resistances, acceleration and
gravity (Pa).</p>
      <p>For this type of instability, the main component is the gravity term. Since the mathematical model, which is used
in the program MODEL, does not take into account the specified term, the solution of the problem requires the
development of a new model.</p>
      <p>
        Recommendations for the practical determination of the individual terms of the formula (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ) for two-phase fluids
depend significantly on the parameters of the mixture and the conditions of its transportation. The steam-water
mixture transported through pipelines is characterized by dominant volume content of the steam phase. For example,
at the Pauzhetskoye field, separation is usually carried out near the wellhead. The water level in the separator is set by
selecting the degree of throttling on the valve at water line entrance. As a result of throttling, saturated water boils,
and a steam-water mixture enters the main pipeline.
      </p>
      <p>Steam-water mixture pipelines in the fields are characterized by a large diameter (0.3 m and more) and low
pressure (to 15 bar), except in uncial cases. In a saturated media, is associated with pressure. In order to maintain the
temperature that determines the energy potential of the thermal fluid, during transportation, pressure losses are
minimized, that is, as a rule, pressure drops are small, and the composition of the mixture at the beginning and at the
end of the pipeline differs little. Such conditions make it possible to neglect the component of the differential pressure
on the acceleration.</p>
      <p>According to the classical concepts, the friction component is determined by the formula obtained from the
analysis of forces acting on the selected element of the pipe
4</p>
      <p>dL ,
dp f =</p>
      <p>D
where τ is the shearing stress on the pipe wall (Pa), D is the pipe diameter (m), dL is the length of the element (m).</p>
      <p>
        The total friction pressure drop is determined by integration (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ) along the entire length of the pipeline. This procedure
is not difficult when the pipe diameter and shearing stress can be considered constant. Difficulties are appeared in the
case of not constant shearing stress. There are many recommendations for determining the shearing stress or the friction
pressure drop in two-phase flows. These recommendations are suitable for certain conditions and justified
experimentally. If there is a shortage of relevant experimental data, there is doubt in true of recommended formulas. It is
not surprising that for the conditions under consideration the calculation by the simplest homogeneous model shows a
better agreement with the experimental data in comparison with some of the most well-known recommendations [15]. A
reasonable solution in this case is the compilation of known formulas that have shown good agreement with the
experimental data in conditions close to the considered ones.
      </p>
      <p>The procedure for calculating the friction pressure drop in the MODEL program, which is close to the calculation by
the homogeneous model [9], has shown successful application in practice. However, this procedure is initially focused
on high transport velocities and unacceptable to describe flows with low velocities characteristic of the instability.</p>
      <p>
        The search for the most appropriate equation for the shearing stress for the flow in the upper section of the geothermal
well [10], where friction plays a significant role and where the flow parameters are close to the ground transportation
conditions, revealed the good agreement with the experimental data in case the use of some formula. The agreement was
better than the homogeneous model. This formula represents the shearing stress of the mixture as the sum of the stresses
generated by the gas and liquid taking into account their averaged in cross section the velocities and the fraction in the
volume under consideration. It can be represented as
(
        <xref ref-type="bibr" rid="ref4">4</xref>
        )
where ρl and ρg are the density of water and steam (kg/m3), vl and vg are the averaged velocities of water and steam
(m/s), α is the void fraction (ratio of volume of the gas phase to the total volume of the considered element,
dimensionless), λ is the friction coefficient (dimensionless).
      </p>
      <p>To determine friction coefficient it is recommended that the well-known formula of Shifrinson [16]
where δ is the absolute equivalent roughness of the internal pipe wall (m).</p>
      <p>A homogeneous model gives satisfactory agreement with the experimental data for pipes with large diameter [15].
This model in the operating velocity range is close to the formula used in the program MODEL [9]. Shearing stress
by homogeneous model is determined as
________________________________________________________________________________________________
where ρw и w are the density (kg/m3) and velocity (m/s) of the mixture according to homogeneous model.</p>
      <p>
        The resulting expression is obtained by compiling formulas (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ) and (
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
 = (l vl 2 (1 − ) +  g v g 2 +  w w 2 ) / 16 ,
(
        <xref ref-type="bibr" rid="ref2">2</xref>
        )
(
        <xref ref-type="bibr" rid="ref3">3</xref>
        )
(
        <xref ref-type="bibr" rid="ref5">5</xref>
        )
(
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
(
        <xref ref-type="bibr" rid="ref8">8</xref>
        )
 = (l vl 2 (1 −  ) +  g v g 2 ) / 8 ,
 =  w w2 / 8 ,
________________________________________________________________________________________________
      </p>
      <p>To determine the pressure drop at the local resistance, the MODEL program used a formula based on a
homogeneous model with the introduction of a correction coefficient (1.4) and not limited to a range of velocities.
Numerous calculations to justify the reconstruction of steam-water mixture pipelines at the Mutnovsky field by of the
elimination of non-functional local resistances, confirmed by practical results, allow us to recommend the same
formula
where ζ is the local resistance coefficient for a single-phase flow (dimensionless).</p>
      <p>
        The expression for the gravitational component of the pressure change in the flow direction is well known
pm = 1.4 w w 2 / 2 ,
dp g = −g sin dL ,
(
        <xref ref-type="bibr" rid="ref9">9</xref>
        )
(
        <xref ref-type="bibr" rid="ref10">10</xref>
        )
(
        <xref ref-type="bibr" rid="ref12">12</xref>
        )
(
        <xref ref-type="bibr" rid="ref13">13</xref>
        )
where g is module of gravitational acceleration (m/s2), θ is the angle of inclination of the pipe axis relative to the
horizon plane (rad), ρ is the mixture density (kg/m3, ρ = ρgα + ρl (1 – α)).
      </p>
      <p>
        The desired component of the pressure drop is determined by integration (
        <xref ref-type="bibr" rid="ref10">10</xref>
        ). The main difficulty lies in
determining the density of the mixture, which depends on the void fraction. The value of the void fraction depends on
many factors, including those that do not have an accurate theoretical description. Therefore, there is no universal
theoretical formula for its determination on the basis of flow parameters. The corresponding practical problems are
solved with the help of correlations containing empirically justified interrelations and coefficients.
      </p>
      <p>Many correlations are known to determine the void fraction [17-20]. Among them, there are correlations that
stream the maximum coverage of the conditions that were encountered in the experiments. But it should be noted the
lack of experimental data corresponding to the conditions of transportation of steam-water geothermal fluids for such
an important parameter as the diameter of the pipes. In experiments to determine the void fraction, a pipe diameter of
0.15 m is considered as a large diameter [21], while the pipelines of the steam-water mixture at the steam-water fields
have a diameter of 0.3 m and more.</p>
      <p>In the absence of experimental data to determine the void fraction in the appropriate conditions, the only way to
obtain the necessary correlations is to analyze the main determining factors with the use of indirect experimental data.
It is important to choose the general type of the required correlations. The most successful type is considered to be
based on the drift flux model [19-21], according to which the average velocity of the gas phase is determined by the
formula</p>
      <p>
        vg = C0 w + vgm , (
        <xref ref-type="bibr" rid="ref11">11</xref>
        )
where vg is the averaged (over the cross-section) velocity of the gas phase (m/s), C0 is the distribution parameter
(dimensionless), w is the superficial velocity of the mixture equal to the homogeneous velocity (m/s), vgm is the drift
velocity (m/s).
      </p>
      <p>
        In formula (
        <xref ref-type="bibr" rid="ref11">11</xref>
        ), the drift velocity characterizes the actual velocity difference of phases. The distribution parameter
takes into account the unevenness of the phase distribution in an uneven field of velocities. In a result of averaging
over the cross-section these factors leads to difference in the velocities of phases even in the case of equality of their
actual local values.
      </p>
      <p>Void fraction is related to steam velocity</p>
      <p> = wg / v g ,
where wg is the superficial steam velocity (m/s), defined as the ratio of the volume gas flow to the total area of the
pipe section.</p>
      <p>
        The search for the correlation for the drift velocity and the distribution parameter was probably so fascinating that
the void fraction itself began to be included in the circle of the parameters determining it [20, 21]. Note that the
introduction of the void fraction into the correlations can make it difficult to find it, and can also lead to an ideal
correlation that can describe any experimental data, but is not able to solve practical problems, for example C0 = 1.1;
vgm = wg/α – 1.1w. Substitution of these expressions in (
        <xref ref-type="bibr" rid="ref11">11</xref>
        ) and (
        <xref ref-type="bibr" rid="ref12">12</xref>
        ) leads to the identity. That is, substitution of
experimental data in the formula for the drift velocity and then determination of the calculated value of α give, in the
absence of errors in the calculations, a complete coincidence with the experimental value of α.
      </p>
      <p>Among the parameters that determine the value of the void fraction, it should be noted, first of all, the two-phase
flow quality. In the conditions under consideration, the approach of quality to 1 should lead to the same approach of
void fraction.</p>
      <p>
        Experiments on the critical expiration of steam-water mixtures under high velocities indicate the presence of
complete homogeneity of the mixture [22]. For homogeneous flow C0 = 1, vgm = 0. For velocities approaching the
critical, there must be a corresponding tendency for the values in formula (
        <xref ref-type="bibr" rid="ref11">11</xref>
        ). It is reason to introduce the Mach
number into the range of parameters under consideration as the ratio of the superficial velocity of the mixture to the
critical flow velocity. According the formula corresponding to the homogeneous metastable model [22], the critical
flow velocity is determined as
      </p>
      <p>M = wg (kxp/ g ) −0.5 ,
where M is the Mach number (dimensionless), k is the adiabatic coefficient of saturated steam (dimensionless, in our
case it is recommended to take 1.1), x is the quality (dimensionless, ratio of mass flow rate of the gas phase to the
total mass flow rate of mixture), p is the pressure (Pa).</p>
      <p>
        Experiments on the measurement of local characteristics of the horizontal flow in a pipe with internal diameter of
0.31 m at quality of 0.49 and Mach number of 0.7 showed that the local phase slip ratio is insignificant; there are
________________________________________________________________________________________________
velocity and quality changes in the cross-section [22]. This indicates a small drift velocity and a difference from the
unity of the distribution parameter. Note that the nominal conditions of transportation of the steam-water mixture at
the steam-water fields correspond to the Mach numbers determined by the formula (
        <xref ref-type="bibr" rid="ref13">13</xref>
        ) in the range from 0.1 to 0.15.
      </p>
      <p>Void fraction is depended on the two-phase flow regime (flow structure). The number of experimental works
devoted to the detection of flow regimes, as well as the number of the identified regimes, is estimated by at least
hundreds. It is undeniable that the flow regimes depend on the channel orientation in the gravity field. Even a small
ten-degree deviation from the horizontal axis affects the flow regime map [23]. Consequently the desired correlation
should take into account, along with other factors, the influence of channel orientation.</p>
      <p>For drift velocity, correlations containing the channel diameter are often used. In the case of large diameters, such
correlations give unreal values [20]. No less often and more attractive for large diameter pipes case to use the type of
correlation</p>
      <p>v gm = Kk ( g(l −  g ) / l 2 )0.25 ,
where K and k are condition and correction coefficients (dimensionless), σ is coefficient of surface tension (N/m).</p>
      <p>
        Note that for our conditions the vapor density in (
        <xref ref-type="bibr" rid="ref14">14</xref>
        ) can be neglected, since even for the maximum limit pressures
(up to 15 bar) this will cause a deviation in the drift velocity of no more than 0.3 %, which is insignificant. Taking
into account the noted factors and not having experimental data to detail their impact, a simple formula for the
condition coefficient is proposed
      </p>
      <p>K = (1 − x)(1 − M )(1 + sin ) .</p>
      <p>
        It is proposed to adopt a correction coefficient of 1.4 so that the maximum value of the total coefficient of
proportionality in the formula (
        <xref ref-type="bibr" rid="ref14">14</xref>
        ) corresponds to 2.8. This value is close to the maximum value of the corresponding
coefficient in similar correlations [19].
      </p>
      <p>Maximum value of 1.1 for the distribution parameter is recommended. This value was recommended for
geothermal wells [24]. Taken into consideration the noted factors the formula is proposed</p>
      <p>
        Formulas (
        <xref ref-type="bibr" rid="ref10 ref11 ref12 ref13 ref14 ref15 ref16 ref3 ref4 ref6 ref8 ref9">3, 4, 6, 8-16</xref>
        ) as well as the stability criterion (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) are the basis of the proposed model for the calculation of
steam-water flow in ground pipelines of steam-water geothermal fluid. The model aims to calculate the pressure drop in
the pipeline according to the formula (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ). In addition, criterion (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) indicates flow stability. This model should not be
regarded as universal, suitable for all conditions. Some of the expected effects can not be described by this model in
principle. For example, it is the excess of the liquid velocity over the gas velocity in the descending pipelines, which was
practically observed in other conditions [25]. As new data become available, the model is planned to be improved.
      </p>
      <p>C0 = 1 + 0.5K .</p>
      <p>
        (
        <xref ref-type="bibr" rid="ref14">14</xref>
        )
(
        <xref ref-type="bibr" rid="ref15">15</xref>
        )
(
        <xref ref-type="bibr" rid="ref16">16</xref>
        )
3
      </p>
    </sec>
    <sec id="sec-2">
      <title>Calculation and Discussion of Results</title>
      <p>The presented model was implemented in the simplest version – all values and their gradients were determined for
one nodal point and were considered constant throughout the calculated interval. A similar approach was used when
creating the MODEL program, which did not cause significant difficulties in practice, because it is always possible to
split the pipeline into sections within which this simplification is acceptable.</p>
      <p>Due to the lack of reliable experimental data, verification of the model was carried out by comparison with the
program MODEL. The program MODEL was actively used in the calculations of steam-water mixture pipelines at
the Mutnovsky steam-water field, while there was always a good agreement of the calculated data with the results of
practical implementation. A positive characteristic of the new model should be the agreement with the calculation by
program MODEL in nominal operating conditions. In this case, the comparison should be carried out for a horizontal
pipeline (MODEL does not take into account the gravitational component) in the absence of local resistances (these
models are identical in this component).</p>
      <p>0.8
p, bar
0.6
0.4
0.2
0
1
2
0
20
40
________________________________________________________________________________________________</p>
      <p>Figure 1 shows the comparison of the calculated pressure drops for a 100 m long pipeline with a nodal pressure of
7.5 bar, 0.4 m in diameter and an enthalpy of mixture 1200 kJ/kg corresponding to the typical conditions of the
Mutnovsky field. Nominal operation of such a pipeline is carried out in the range of flow rate from 50 to 70 kg/s. In
this range, there is a good agreement of calculations, that is, the verification of the model can be considered
successful.</p>
      <p>
        According to the MODEL program, transportation of a mixture with a flow rate below 40.2 kg/s is associated with
the risk of instable regimes. The use of the condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) in the proposed model did not reveal such a risk in the entire
flow-rate range.
      </p>
      <p>
        The calculation of the stability index, according to the condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ), by the proposed model for the ascending and
descending pipelines (sin θ = ± 0.5) is shown in figure 2. For an ascending pipeline, a flow rate of less than 26.6 kg/s
does not meet the stability condition. For the downward pipeline the instability region is not observed.
      </p>
      <p>1500
p, Pa*s
G kg
1000
500</p>
      <p>0</p>
      <p>
        In principle the drift velocity can have negative value at extremely low flow rates. In this case the steam velocity
determined by formula (
        <xref ref-type="bibr" rid="ref11">11</xref>
        ) can be less than the superficial steam velocity, which is physically impossible (the
crosssection area of the steam flow should be greater than the area of the pipe cross-section). Therefore, the model adopted
an expression that excludes the possibility of a negative value of drift velocity.
      </p>
      <p>Without denying the principal possibility of instability of descending flows, it is necessary to pay attention to the
difference in the conditions of its development. In ascending flows, a spontaneous flow increase is leads to a decrease
in the density of the mixture, reducing the gravity force that prevents movement, increasing the total force that causes
the movement. In this case, a spontaneous increase in the flow rate at the bottom does not lead to a decrease in the
mass of the mixture in the pipe as a whole, that is, the effective development of instability is possible only from the
outlet of the pipe [12].</p>
      <p>In descending flows at extremely low flow rates, when the water velocity exceeds the steam velocity, a
spontaneous increase in the flow rate can lead to an increase in the density of the mixture, increasing the gravity and
the total force causing the movement. In this case, a spontaneous increase in the flow rate at the outlet of the pipeline
will not increase the gravity force in the pipe as a whole, that is, the process of instability development will be
different. In particular, for downward flows we should not expect analogues of the most dangerous manifestation of
instability – self-kill [12]. Note also that the interest in extremely low flow rates is more theoretical than practical.</p>
      <p>
        The minimum velocity, which is necessary to ensure the stability of the flow, varies depending on the inclination
angle for ascending flows. Figure 3 shows this dependence. The maximum value (19.1 m/s) corresponding to the
vertical pipe is close to the value prescribed by the program MODEL (19.8 m/s). This is because the MODEL
program uses a criterion that guarantees stable transportation regardless of the orientation of the pipes, that is, the
maximum value of the minimum required velocity. This criterion [9] is reduced to the fulfillment of the condition
w  31.3 D . (
        <xref ref-type="bibr" rid="ref17">17</xref>
        )
      </p>
      <p>
        The criterion (
        <xref ref-type="bibr" rid="ref17">17</xref>
        ) was justified by experimental works at the test plant of "Kamchatskenergo" [22] at the flow of a
steam-water mixture in a pipeline with a diameter of 0.31 m, having a vertical part of 5.5 m. Flow in vertical part is a
potential cause of instability. At the same time, the experience of pipelines operation at the Mutnovsky field shows
the possibility of stable transportation at velocities lower than the prescribed by condition (
        <xref ref-type="bibr" rid="ref17">17</xref>
        ), through pipelines that
do not have ascending sections. This suggests that condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) is a theoretical analogue of the empirical condition
(
        <xref ref-type="bibr" rid="ref17">17</xref>
        ) for ascending vertical flows. The condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) has broader opportunities in terms of an adequate application to
pipes of a different orientation.
      </p>
      <p>The similarity of the dependence of the maximum permissible velocity on the diameter of the pipe also indicates
the generality of these conditions. Figure 4 shows those dependencies. The similarity of dependencies is obvious.
________________________________________________________________________________________________</p>
      <p>
        A possible violation of condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) is caused by the influence of the gravitational component of the internal
pressure drop. Therefore, when designing steam-water pipelines it is important to consider the orientation of the flow
in the gravitational field. The proposed model allows you to entertain this task.
      </p>
      <p>0
0.2
0.4
0.6
0.8</p>
      <p>1.0
sin </p>
      <p>
        1. Application of the condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) with the use of adequate model calculations reveals new prospects of the study
of steam-water flow stability in surface pipelines at the development of geothermal fields. New prospects allow take
into account the terrain in the prediction of flow instability at design and exploitation of pipelines.
      </p>
      <p>
        2. The flow stability condition used in the MODEL program, which does not take into account the pipe incline, can
be interpreted as a special case of the condition (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ); this case corresponds vertical ascending flow.
      </p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1.
          <string-name>
            <surname>Bertani</surname>
          </string-name>
          , R.:
          <source>Geothermal power generation in the world 2010-2014 update report, Geothermics</source>
          .
          <volume>60</volume>
          :
          <fpage>31</fpage>
          -
          <lpage>43</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Lund</surname>
            ,
            <given-names>J.W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Boyd</surname>
            ,
            <given-names>T.L.</given-names>
          </string-name>
          :
          <article-title>Direct utilization of geothermal energy 2015 worldwide review</article-title>
          ,
          <source>Geothermics</source>
          .
          <volume>60</volume>
          :
          <fpage>66</fpage>
          -
          <lpage>93</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Norbeck</surname>
            ,
            <given-names>J.H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>McClure</surname>
            ,
            <given-names>M.W.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Horne</surname>
            <given-names>R.N.</given-names>
          </string-name>
          :
          <article-title>Field observations at the Fenton Hill enhanced geothermal system test site support mixed-mechanism stimulation</article-title>
          ,
          <source>Geothermics</source>
          .
          <volume>74</volume>
          :
          <fpage>135</fpage>
          -
          <lpage>149</lpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <string-name>
            <surname>Zhang</surname>
          </string-name>
          , J.,
          <string-name>
            <surname>Xie</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Liu</surname>
            ,
            <given-names>X.</given-names>
          </string-name>
          :
          <article-title>Numerical evaluation of heat extraction for EGS with tree-shaped wells</article-title>
          ,
          <source>International Journal of Heat and Mass Transfer</source>
          .
          <volume>134</volume>
          :
          <fpage>296</fpage>
          -
          <lpage>310</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <string-name>
            <surname>Chen</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Huang</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          , EGS Collab Team:
          <article-title>Optimal design of 3D borehole seismic arrays for microearthquake monitoring in anisotropic media during stimulations in the EGS collab project</article-title>
          ,
          <source>Geothermics</source>
          .
          <volume>79</volume>
          :
          <fpage>61</fpage>
          -
          <lpage>66</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Alimonti</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Berardi</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bocchetti</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Soldo</surname>
          </string-name>
          , E.:
          <article-title>Coupling of energy conversion systems and wellbore heat exchanger in a depleted oil well</article-title>
          ,
          <source>Geothermal Energy</source>
          .
          <volume>4</volume>
          :
          <issue>17</issue>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Koohi-Fayegh</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Rosen</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          <article-title>A.: Long-term study of vertical ground heat exchangers with varying seasonal heat fluxes</article-title>
          ,
          <source>Geothermics</source>
          .
          <volume>75</volume>
          :
          <fpage>15</fpage>
          -
          <lpage>25</lpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Iry</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Rafee</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          <article-title>Transient numerical simulation of the coaxial borehole heat exchanger with the different diameters ratio</article-title>
          ,
          <source>Geothermics</source>
          .
          <volume>77</volume>
          :
          <fpage>158</fpage>
          -
          <lpage>165</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Shulyupin</surname>
            ,
            <given-names>A.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chermoshenceva</surname>
            ,
            <given-names>A.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Varlamova</surname>
            ,
            <given-names>N.N.</given-names>
          </string-name>
          :
          <article-title>Novye vyzovy pri osvoenii mesto-rozhdenij parogidroterm s transportirovkoj parovodjanoj smesi</article-title>
          ,
          <source>GIAB</source>
          .
          <volume>2</volume>
          :
          <fpage>43</fpage>
          -
          <lpage>49</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10.
          <string-name>
            <surname>Shulyupin</surname>
            ,
            <given-names>A.N.:</given-names>
          </string-name>
          <article-title>Flow in a geothermal well: model and experiment</article-title>
          ,
          <source>Volcanology &amp; Seismology</source>
          .
          <volume>13</volume>
          :
          <fpage>426</fpage>
          -
          <lpage>434</lpage>
          . (
          <year>1992</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Alishaev</surname>
            ,
            <given-names>M.G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Azizov</surname>
            ,
            <given-names>G.A.</given-names>
          </string-name>
          :
          <article-title>Thermobaric calculation of a steam-thermal borehole</article-title>
          ,
          <source>Thermal Engineering</source>
          .
          <volume>58</volume>
          :
          <fpage>587</fpage>
          -
          <lpage>592</lpage>
          (
          <year>2011</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Alhasov</surname>
            ,
            <given-names>A.B.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Alishaev</surname>
            ,
            <given-names>M.G.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Alhasova</surname>
            ,
            <given-names>D.A.</given-names>
          </string-name>
          :
          <article-title>Paroobrazovanie i dvizhenie smesi po skva-zhine pri dobyche glubinnyh termal'nyh vod</article-title>
          ,
          <source>In: Mat</source>
          .
          <article-title>II mezhd. nauchno-prakt</article-title>
          . konf.: «GEOENERGY», Groznyj, Russia,
          <fpage>101</fpage>
          -
          <lpage>115</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Shulyupin</surname>
            ,
            <given-names>A.N.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chermoshentseva</surname>
            ,
            <given-names>A.A.</given-names>
          </string-name>
          :
          <article-title>The collection of mathematical models of Well-4 for the calculation of flows in steam-water geothermal wells</article-title>
          ,
          <source>Mathematical Models and Computer Simulations</source>
          .
          <volume>9</volume>
          :
          <fpage>127</fpage>
          -
          <lpage>132</lpage>
          (
          <year>2017</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Shulyupin</surname>
            ,
            <given-names>A.N.</given-names>
          </string-name>
          :
          <article-title>Ustojchivost' rezhima raboty parovodjanoj skvazhiny</article-title>
          .
          <source>OOO «Amurprint». Khabarovsk, Russia</source>
          ,
          <volume>136</volume>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          15.
          <string-name>
            <surname>Rizaldy</surname>
            , Zarrouk,
            <given-names>S.J.:</given-names>
          </string-name>
          <article-title>Pressure drop in large diameter geothermal two-phase pipelines</article-title>
          ,
          <source>In: Proceedings 38th New Zealand Geothermal Workshop. New Zealand</source>
          ,
          <fpage>1</fpage>
          -
          <lpage>5</lpage>
          (
          <year>2016</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          16.
          <article-title>Teoreticheskie osnovy teplotehniki</article-title>
          . Teplotehnicheskij jeksperiment: Spravochnik / Pod red. V.A.
          <string-name>
            <surname>Grigor'eva i</surname>
            <given-names>V.M.</given-names>
          </string-name>
          <string-name>
            <surname>Zorina</surname>
          </string-name>
          . Energoatomizdat, Moscow, Russia,
          <volume>560</volume>
          (
          <year>1988</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          17.
          <string-name>
            <surname>Woldesemayat</surname>
            ,
            <given-names>M.A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ghajar</surname>
            ,
            <given-names>A.J.</given-names>
          </string-name>
          :
          <article-title>Comparison of void fraction correlations for different flow patterns in horizontal and upward inclined pipes</article-title>
          ,
          <source>International Journal of Multiphase Flow</source>
          .
          <volume>33</volume>
          :
          <fpage>347</fpage>
          -
          <lpage>370</lpage>
          (
          <year>2007</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          18.
          <string-name>
            <surname>Bhagwat</surname>
            ,
            <given-names>S.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ghajar</surname>
            ,
            <given-names>A.J.</given-names>
          </string-name>
          :
          <article-title>Similarities and differences in the flow patterns and void fraction in vertical upward and downward two phase flow</article-title>
          ,
          <source>Experimental Thermal and Fluid Science</source>
          .
          <volume>39</volume>
          :
          <fpage>213</fpage>
          -
          <lpage>227</lpage>
          (
          <year>2012</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          19.
          <string-name>
            <surname>Xu</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Fang</surname>
            ,
            <given-names>X.</given-names>
          </string-name>
          :
          <article-title>Correlations of void fraction for two-phase refrigerant flow in pipes</article-title>
          , Applied Thermal Engineering.
          <volume>64</volume>
          :
          <fpage>242</fpage>
          -
          <lpage>251</lpage>
          (
          <year>2014</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          20.
          <string-name>
            <surname>Bhagwat</surname>
            ,
            <given-names>S.M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ghajar</surname>
            ,
            <given-names>A.J.:</given-names>
          </string-name>
          <article-title>A flow pattern independent drift flux model based void fraction correlation for a wide range of gas-liquid two phase flow</article-title>
          ,
          <source>International Journal of Multiphase Flow</source>
          .
          <volume>59</volume>
          :
          <fpage>186</fpage>
          -
          <lpage>205</lpage>
          (
          <year>2014</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          21.
          <string-name>
            <surname>Dang</surname>
            ,
            <given-names>Z.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Yang</surname>
            ,
            <given-names>Z.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Yang</surname>
            ,
            <given-names>X.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Ishii</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Experimental study on void fraction, pressure drop and flow regime analysis in a large ID piping system</article-title>
          ,
          <source>International Journal of Multiphase Flow</source>
          .
          <volume>111</volume>
          :
          <fpage>31</fpage>
          -
          <lpage>41</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          22.
          <string-name>
            <surname>Shulyupin</surname>
            ,
            <given-names>A.N.</given-names>
          </string-name>
          <article-title>Voprosy gidravliki parovodjanoj smesi pri osvoenii geotermal'nyh mestorozhdenij</article-title>
          .
          <source>Dal'nauka, Vladivostok</source>
          , Russia.
          <volume>262</volume>
          (
          <year>2011</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          23.
          <string-name>
            <surname>Baghernejad</surname>
            ,
            <given-names>Y.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hajidavalloo</surname>
            ,
            <given-names>E.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Zadeh</surname>
            ,
            <given-names>S.M.H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Behbahani-Nejad</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          :
          <article-title>Effect of pipe rotation on flow pattern and pressure drop of horizontal two-phase flow</article-title>
          ,
          <source>International Journal of Multiphase Flow</source>
          .
          <volume>111</volume>
          :
          <fpage>101</fpage>
          -
          <lpage>111</lpage>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          24.
          <string-name>
            <surname>Droznin</surname>
            ,
            <given-names>V.A.</given-names>
          </string-name>
          :
          <article-title>Fizicheskaja model' vulkanicheskogo processa</article-title>
          .
          <source>Nauka</source>
          , Moscow, Russia.
          <volume>92</volume>
          (
          <year>1980</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          25.
          <string-name>
            <surname>Kong</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Qiao</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Kim</surname>
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bajorek</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Tien</surname>
            ,
            <given-names>K.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Hoxie</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          :
          <article-title>Interfacial area transport models for horizontal airwater bubbly flow in different pipe sizes</article-title>
          ,
          <source>International Journal of Multiphase Flow</source>
          .
          <volume>106</volume>
          :
          <fpage>46</fpage>
          -
          <lpage>59</lpage>
          (
          <year>2018</year>
          )
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>