<!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>ORCID:</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>to Forecasting the Steadiness of REE OOSS Solid Solutions for Environmental Monitoring</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Oleksii Kudryk</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oleg Bisikalo</string-name>
          <email>obisikalo@gmail.com</email>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yuliia Oleksii</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Eugeni Get'man</string-name>
        </contrib>
        <contrib contrib-type="editor">
          <string-name>«Intellectual Systems and Information Technologies», September</string-name>
        </contrib>
      </contrib-group>
      <pub-date>
        <year>1943</year>
      </pub-date>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>V.S. Urusov's crystal-energy theory of isomorphic replacements accomplished in our information system was used to calculate mixing energies and critical temperatures of disintegration (steadiness) of solid solutions in the systems (Sc1 - xLnx)[(SiO4)0.5O0.5], where Ln is rare-earth elements (REE) of Terbium - Lutetium row, and Yttrium. Steadiness temperatures of some solid solutions at x = 0.01, 0.03, 0.05, 0.10, and 0.20 were established. Based on the given calculation results, a diagram was created to estimate the areas of sustainability of solid solutions and forecast the replacement limits based on the steadiness temperature depending on the obtained replacement limits. The results of the research can be helpful for choosing the ratio of the components in the host materials and the amount of dopant in newly “hybrid” REE OOSs (OOS) (Sc1 - xLnx)[(SiO4)0.5O0.5], where Ln represent REEs of Terbium - Lutetium row, and Information system, phase steadiness, solid solutions, mathematical modeling, model, OOSs.</p>
      </abstract>
      <kwd-group>
        <kwd>1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Yttrium.</p>
    </sec>
    <sec id="sec-2">
      <title>1. Introduction</title>
      <sec id="sec-2-1">
        <title>Solid solutions based on Scandium-OOS</title>
        <p>
          Sc2SiO5 are innovational materials for creating
efficacious lasers for medicine, laser ranging [
          <xref ref-type="bibr" rid="ref1">1</xref>
          ],
military purposes, metalworking [
          <xref ref-type="bibr" rid="ref2">2</xref>
          ], and what is
important for environmental monitoring [
          <xref ref-type="bibr" rid="ref3 ref4 ref5">3-5</xref>
          ]
since they have become an attractive research
topic due to their huge benefits. For example, such
lasers are not dangerous for eye and it has fine
transparency in the atmosphere, can serve as
efficient sources in optical measurements, for
example,
weather
conditions
(wind
measurement), as well as the determining of the
concentration of atmospheric atoms. They serve
as host materials, while the triple charged Ln3+
ions, which are contained in small amounts (up to
5 at%), act as dopants. In addition to OOSs
containing
only
        </p>
      </sec>
      <sec id="sec-2-2">
        <title>REEs,</title>
        <p>which
are
solid
solutions</p>
        <p>
          2021 Copyright for this paper by its authors. Use permitted under Creative
Commons License Attribution 4.0 International (CC BY 4.0).
Sc2SiO5 — Ln2SiO5 systems [
          <xref ref-type="bibr" rid="ref10 ref11 ref8 ref9">8-11</xref>
          ]. The use of
“hybrid” Sc and REE OOS is due to the purpose
of synthesizing materials with better properties
compared to Ln2SiO5, and which are cheaper
compared to Sc2SiO5, since the cost of Sc is higher
than one of REE.
        </p>
        <p>No
analysis
physical
and
chemical
foundations
for
the
receiving
solid
solutions – state diagrams and, in particular, areas
of solubility based on the components of the
Sc2SiO5 and Ln2SiO5 systems – has been carried
out, while this result is necessary for choosing the
compound of materials. As far as we know, only
data
about
the</p>
      </sec>
      <sec id="sec-2-3">
        <title>Lu2 – xScxSiO5</title>
        <p>
          [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ]
and
ErxSc2 – xSiO5 [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] systems are available. In [
          <xref ref-type="bibr" rid="ref12">12</xref>
          ],
was reported that three
compositions of
polycrystalline solid solutions with x = 0.5, 0.8,
1.0 at a temperature of 1670 K were obtained,
while in [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ] the synthesis of ErxSc2 – xSiO5 in the
form
of films
        </p>
        <p>
          within the temperature range
1173 – 1373 K was studied. In [
          <xref ref-type="bibr" rid="ref13">13</xref>
          ], it was also
reported that ErxSc2 – xSiO5 films could be used to
create a light source with high optical gain since
they
have
a
higher
        </p>
        <p>Erbium
concentration
compared to Silicon-based materials doped with
Erbium. Nevertheless, no information on the
replacement limits in the
Lu2 – xScxSiO5 and</p>
      </sec>
      <sec id="sec-2-4">
        <title>ErxSc2 – xSiO5 systems are available.</title>
        <p>It
is
very
important
to
determine
experimentally areas of solubility in the solid
phase,
which requires
expensive equipment,
additional reagents, large
energy
and
time
consumption. This forces researchers who study
the properties of “hybrid” REE OOS to choose the
composition
of
host
matrix
materials
and
activators either by analogy with similar systems
or by selection method that is trial and error.</p>
        <p>It is often not taken into account that “hybrid”
REE OOS tend to decay and modification their
phase composition and properties upon cooling.
This can lead to the damage of materials based on
them if used in applications. Accordingly, before
carrying
synthesis
and
studying
it,
it
is
recommended to evaluate the steadiness of solid
solutions in the corresponding systems during
their obtaining and intended use.</p>
        <p>In view of this, the aim of this research is to
forecast the phase steadiness and replacement
limits in materials based on solid solutions of
OOS
of</p>
        <p>Scandium
and</p>
        <p>REEs
of
Terbium – Lutetium row, and Yttrium.</p>
      </sec>
      <sec id="sec-2-5">
        <title>Yttrium subgroup REEs and</title>
        <p>Yttrium
were
chosen as second cations due to the same structure
with</p>
        <p>
          Sc2SiO5, as
well as the
proximity
of
crystalline ionic radii of Sc3+ (0.885 Å) and triply
charged cations of Yttrium subgroup REEs and
Yttrium (1.063 – 1.001 Å [
          <xref ref-type="bibr" rid="ref14">14</xref>
          ]), which suggests
the wide presence of isomorphic replacement of
Scandium by these REEs. The radii of the Cerium
subgroup REE cations (1.172 – 1.078 Å) vastly
differ from the ionic radius of Scandium, and their
OOS are not isostructural with Sc2SiO5 [
          <xref ref-type="bibr" rid="ref15">15</xref>
          ],
which, according to the theory of isomorphic
miscibility
solubility
        </p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>2. Calculation method and results</title>
      <p>
        The main aim in establishing the replacement
limits of solid solutions using the crystal energy
method by Urusov [
        <xref ref-type="bibr" rid="ref16 ref17 ref18">16-18</xref>
        ] is to determine the
mixing energy Emix. As to components with the
same structure of the system and the possibility of
(1)
the
as
their pseudo-binary representation, there are two
contributions to the mixing energy, which are
caused by the difference in the size of the
substituting structural units Eδ and the difference
in the degree of ionicity of the chemical bond Eε:
      </p>
      <p>Emix = Eδ + Eε = Сmnzmzxδ2 +
+ 1390mzmzxα(Δε)2/(2D), (kJ/mol),
where: С is a constant calculated from the
equation</p>
      <p>
        C = 20(2Δχ + 1) [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]
based
on
difference in electronegativity χ of Ln3+ cations
and
anions
[
        <xref ref-type="bibr" rid="ref19">19</xref>
        ].
      </p>
      <p>The
value</p>
      <p>
        χ(SO44-),
recommended [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ], was accepted equal to χ(O2- )
[
        <xref ref-type="bibr" rid="ref19">19</xref>
        ]; m is the number of` formula units in the
pseudo-binary
approximation
      </p>
      <p>of components.</p>
      <p>
        Since the anionic sublattice of the crystal structure
of OOS contains Orthosilicate and Oxide anions
that are not bonded to the Silicon atom [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ], and
the replacement limits are calculated per one mole
of the replaceable ion, the OOS formulas will be
presented below as a pseudo-binary compound
Ln[(SiO4)0.5O0.5]; n is the coordination number of
the replaceable structural unit in the
pseudobinary approximation of the structure; zm, zx is the
formal charges of the replaced
and
general
structural
      </p>
      <p>
        units in the components; δ is a
dimensional parameter, which for each system is
characterized by the relative difference of cube
roots of unit cell volumes taken from [
        <xref ref-type="bibr" rid="ref15 ref21 ref22">15, 21-22</xref>
        ],
calculated by the formula:

= ( 1/3
–  1/3
 )/ 1/3
(2)
α is the reduced Madelung constant calculated
by the Hoppe formula [
        <xref ref-type="bibr" rid="ref23">23</xref>
        ]: (α / n)2 + α; Δε is the
difference in the degree of ionicity of the chemical
bond in the components of the systems.
      </p>
      <p>For example, using an information system for
forecasting the phase steadiness of solid solutions,
which based on the crystal-energy theory of
isomorphic
miscibility,
were
calculated
the
energies of mixing Emix and critical temperatures
of disintegration Tcr of (Sc1 – xLnx)[(SiO4)0.5O0.5]
solid solutions (where Ln is a REE, Ln = Tb – Lu
and Y). Some initial data and calculation results
are summarized in Tables 1, 2 and Fig. 1. The
Table 1 shows that as the number of REE in the
Terbium – Lutetium
row
increases,
the
contributions of Eδ values to the total mixing
energy
become smaller (from
34.5 to
10.8
kJ/mol), which is explained by smaller differences
in
the
size
of
substitutable</p>
      <p>
        structural
units – Scandium and REE.
Ln V, Å3 δ* Eδ, kJ/mol χLn ε Δε Tcr, K
Tb 876.80 [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ] 0.0535 34.5 1.410 0.708 0.001 2060
Dy 856.57 [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0453 24.8 1.426 0.706 0.003 1480
Ho 843.04[
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0398 19.1 1.433 0.704 0.005 1150
Er 836.70[
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0372 16.7 1.438 0.703 0.006 1010
Tm 828.59 [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0338 13.8 1.455 0.699 0.010 860
Yb 824.07 [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0319 12.3 1.479 0.694 0.015 810
Lu 819.31[
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] 0.0299 10.8 1.431 0.705 0.004 650
Sc 749.97 [
        <xref ref-type="bibr" rid="ref22">22</xref>
        ] – – 1.415 0.709 – –
Y 852.25 [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ] 0.0435 22.8 1.340 0.722 0.013 1400
*Note: according to the recommendations in [
        <xref ref-type="bibr" rid="ref17 ref18">17-18</xref>
        ] and considering the
dependence of the interaction parameter on the difference in volumes of the unit
cells of components [
        <xref ref-type="bibr" rid="ref29">29</xref>
        ], the calculation of the dimensional parameter was
carried out according to the volumes of the unit cells
      </p>
      <p>
        Contributions due to different degrees of
ionicity of chemical bonds in the components of
the Eε systems are substantially smaller (in most
cases, two-three times smaller) than in Eδ, and
they can be neglected in this case. This agrees
with the recommendation not to consider them,
provided that Δε ≤ 0.05 [
        <xref ref-type="bibr" rid="ref16 ref17 ref18">16-18</xref>
        ] (in this case,
Δε ≤ 0.015). Consequently, it is accepted that
Emix = Eδ.
      </p>
      <p>
        In all systems, the size parameter (δ) does not
exceed 0.1 with its maximum value of 0.0535
(Table 1). This, according to [
        <xref ref-type="bibr" rid="ref16 ref17 ref18">16-18</xref>
        ], makes it
possible to use the approximation of regular
solutions when calculating the temperatures of
disintegration of solid solutions. In this case, the
curve showing the dependence of the
temperatures of disintegration on the system
composition will be nearly symmetric. Therefore,
to calculate Tcr, the following equation was used:
      </p>
      <p>
        Tcr = Emix/2kN, (3)
where k is Boltzmann constant, N is the
Avogadro number. In order to calculate the
replacement limits for a given disintegration
temperature of a solid solution (Td), or the
disintegration temperature for a given
replacement limit [
        <xref ref-type="bibr" rid="ref24">24</xref>
        ], the Becker`s equation was
used [
        <xref ref-type="bibr" rid="ref24">24</xref>
        ]:
– (1 – 2 x) / ln[x/(1 – x)] = RTd/Emix, (4)
where R is universal gas constant; Emix is a
mixing energy (or interaction parameter), x is a
replacement limit.
      </p>
      <p>As can be seen from the Table 1 and Fig. 1
(curve f), the values of maximum temperatures of
disintegration, as expected, become smaller as
REE number increases. The Becker`s equation
was also used to calculate the temperatures of
disintegration of solid solutions for the
replacement limits x = 0.01, 0.03, 0.05, 0.10, and
0.20 (Table 2), and to build their dependences
(Fig. 1) on the REE number (curves a, b, c, d and
e, respectively). The latter can be used to
determine the replacement limit of Scandium for
REE based on a given temperature or calculate the
disintegration temperature based on the
replacement limit. In the first case, it is necessary
to draw an isotherm from a given temperature to
the intersection with the vertical line for this REE.</p>
      <p>The intersection point makes it possible to
estimate the range of x values within which the
replacement limit lies. The replacement limit
should be defined by interpolating the vertical
segment between the closest to the intersection
point dependencies of the replacement limit on the
REE number. In the second case, based on the
given composition the point is determined on the
vertical line of the REE, and then the horizontal
line is drawn until its intersection with the
temperature axis. More precise results can be
obtained if using the Becker`s equation.</p>
      <p>
        It is generally known that as the temperature
depression, the movability of the structural units
in solid solution becomes smaller due to a
decrease in the diffusion rate, while the areas of
solubility become narrower [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]. This happens
until the diffusion rate becomes so low that the
decrease in the areas of solubility practically
ceases, i.e. spontaneous quenching occurs, and
solid solutions become metastable. If we assume
that the hardening temperature is close to the
minimum temperature at which the interaction of
the components in the solid phase begins that
leads to the formation of a solid solution, we can
estimate the temperature of spontaneous
hardening and the area of metasteadiness in the
system.
      </p>
      <p>It was previously established (Table 3) that the
temperature during the synthesis of solid solutions
of Sc2 – xErxSiO5 OOS as a part of the preparation
of multinanolayer films is in the range of
1173 – 1373 K, while the temperature during the
synthesis of Gadolinium, Lutetium and Yttrium
OOS using the solution combustion synthesis
method is 1273 K, and the temperature during
solid-phase synthesis of REE OOS of the
Terbium – Lutetium row, and Yttrium, using the
sol-gel method is in the range of 1173 – 1323 K.</p>
      <p>In this way, at a temperature of less than
1173 K, the diffusion rate of structural units is
apparently insufficient for the synthesis of REE
OOS and solid solutions based on them.</p>
      <p>Consequently, it can be assumed that the
disintegration of solid solutions at temperatures
below ~1173 K is unlikely to occur, hence, the
solid solution will be metastable.</p>
      <p>The diagram also makes it possible to evaluate
the areas of thermodynamic steadiness of solid
solutions of Scandium OOS and REEs of the
Terbium – Lutetium series. In the
(Sc1 – xLnx)[(SiO4)0.5O0.5] systems with Ln = Tb,
Dy, and Y, unlimited solid solutions are
thermodynamically stable in the entire range of
concentrations 0 &lt;x &lt;1 at temperatures above the
critical one (2060 – 1400 K; Table 1, Fig. 1);
when the temperature depression to the range
between Tcr and ~1173 K, they become
thermodynamically unstable and can decay. At
T &lt; 1173 K, solid solutions will not decay, i.e.
spontaneous hardening will occur, and they will
become metastable.</p>
      <p>In the systems containing REE from Erbium to
Lutetium, the maximum temperatures of
disintegration (1010 – 650 K) are lower than the
spontaneous quenching temperature (~1173 K),
unlimited solid solutions do not decay upon
cooling, and remain stable at temperatures higher
than critical one and metastable at temperatures
lower than critical one.</p>
      <p>
        The difference between the critical
temperature for a system containing Holmium
(1150 K) and the temperature of spontaneous
quenching (~1173 K) is less than the calculation
error (± 100 K [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]); therefore, it is difficult to
forecast disintegration of an unlimited solid
solution in this system.
      </p>
      <p>Likewise, limited solid solutions with x = 0.01,
0.03, 0.05, 0.10, and 0.20 in the areas above the
curves a, b, c, d, and e, respectively, are
thermodynamically stable (Fig. 1), in the areas
below the curves they are unstable and can decay,
while at T &lt; 1173 K they are metastable.</p>
      <p>
        Notwithstanding there are numerous
publications, which study the laser properties of
Scandium OOS, doped with, for example, 0.5 at%
of Holmium [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ], 1 at% of Neodymium [
        <xref ref-type="bibr" rid="ref27 ref9">9, 27</xref>
        ],
4 at% of Thulium [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], 5 at% of Ytterbium [
        <xref ref-type="bibr" rid="ref28">28</xref>
        ]
and others, and some papers on the properties of
“hybrid” OOS Y(Lu,Sc)2SiO5 [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], (Sc0.5Y0.5)2SiO5
[
        <xref ref-type="bibr" rid="ref10 ref8">8, 10</xref>
        ], (Sc0.2Y0.8)2SiO5 [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], there is practically
no data on the limits of isomorphic replacements
in the corresponding systems. This, of course,
makes it difficult to assess the reliability of our
calculations. But, they do not contradict the
experimental data obtained previously for
Lu2 – xScxSiO5 and ErxSc2 – xSiO5 solid solutions.
      </p>
      <p>
        For example, in the Lu2 – xScxSiO5 system, a
mixture of Lu2O3, Sc2O3 and SiO2 was calcined to
synthesize solid solutions for compositions with
x = 0.5, 0.8, 1.0 at a temperature of 1670 K [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ],
i.e. in the area of continuous series of solid
solutions, which are thermodynamically stable
according to the results of our calculation (Fig. 2).
      </p>
      <p>
        In [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], the ErxSc2 – xSiO5 solid solutions were
received by calcination of atomized
multinanolayer films in the temperature range
1173 – 1373 K; i.e. also in the area of continuous
series of solid solutions above the disintegration
curve calculated by us (Fig. 3).
      </p>
    </sec>
    <sec id="sec-4">
      <title>3. Conclusions</title>
      <p>The crystal-chemical approach in the
approximation of regular solutions was used to
calculate the interaction parameters Emix of solid
solutions based on Scandium OOS
(Sc1 – xLnx)[(SiO4)0.5O0.5], modified with REEs
with x = 0.01, 0.03, 0.05, 0.10, 0.20, and 0.5. With
an increase in the number of the rare earth
element, the calculated mixing energies and
critical temperatures of disintegration of solid
solutions become smaller, which is due by the
decrease in the ionic radii of REE in the series
from Lanthanum to Ytterbium.</p>
      <p>The diagram of thermodynamic steadiness
makes it possible to evaluate not only the
steadiness of (Sc1 – xLnx)[(SiO4)0.5O0.5] solid
solutions in a wide range of compositions and
temperatures, but also to forecast for some solid
solutions the replacement limits at a given
disintegration temperature, or the disintegration
temperature at a given replacement limit.</p>
      <p>In the systems (Sc1 – xLnx)[(SiO4)0.5O0.5] with
Ln = Tb, Dy, and Y, unlimited solid solutions are
thermodynamically stable at temperatures above
critical one (2060 – 1400 K), and if the
temperature depression to the range between
critical temperature and ~1173 K, the solutions
become thermodynamically unstable and can
decay. At a temperature of T &lt; 1173 K, solid
solutions will not decay, since they become
metastable. In the systems containing REE from
Erbium to Lutetium, where the critical
temperatures of disintegration are vastly lower
(1010 – 650 K) than the temperature of
spontaneous quenching (~1173 K), unlimited
solid solutions do not decay upon cooling, and
they remain stable at temperatures higher than
critical one and metastable at temperatures lower
than Tcr.</p>
      <p>The calculation results obtained do not
contradict the experimental data obtained
previously for (Sc1 – xLux)[(SiO4)0.5O0.5] and
(Sc1 – xErx)[(SiO4)0.5O0.5 ] solid solutions, since the
temperatures of their synthesis are in the limits
attributed by us to thermodynamically stable ones.</p>
      <p>Materials based on such solid solutions have
budding prospects in optical remote
environmental sensing, differential absorption
light detection.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgements</title>
      <p>The authors note that the research results
presented in the article were obtained while
working on the research topic “Prediction of
phase stability and isomorphic substitutions in
solid solutions of different structural types” of the
Department of Inorganic, Organic and Analytical
Chemistry, Vasyl’ Stus Donetsk National
University (Ukraine, Vinnytsia). The authors are
grateful to the staff of this department and
personally to the lecturer of the Department of
Inorganic, Organic and Analytical Chemistry
PhD, Associate Professor, Serhii V. Radio for
facilitating the research.</p>
      <p>The authors also note that the research results
presented in the article were obtained while
working on the research topics “Identification of
hidden dependencies in online social networks
based on methods of fuzzy logic and
computational linguistics” and “Information and
communication technologies for solving
semantic-dependent problems” of the Department
of Automation and Intelligent Information
Technologies of Vinnytsia National Technical
University (Ukraine, Vinnytsia).</p>
      <p>The authors are especially appreciative to the
staff of the Department of Automation and
Intelligent Information Technologies, personally
to the head of the Department, Doctor of
Technical Sciences, prof. Roman N. Kvyetnyy
also personally to the professor of the Department
of Computer Science and Information
Technology, Vasyl’ Stus Donetsk National
University, Doctor of Technical Sciences, prof.
Sergiy D. Shtovba for consultations on theoretical
and applied aspects of the research.</p>
    </sec>
    <sec id="sec-6">
      <title>5. References</title>
    </sec>
  </body>
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