Shobha Sharma1, Alexander S Ivanov2, Claudio J Margulis1. 1. Department of Chemistry, The University of Iowa, Iowa City, Iowa 52242, United States. 2. Chemical Sciences Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, Tennessee 37830, United States.
Abstract
High-temperature molten salt research is undergoing somewhat of a renaissance these days due to the apparent advantage of these systems in areas related to clean and sustainable energy harvesting and transfer. In many ways, this is a mature field with decades if not already a century of outstanding work devoted to it. Yet, much of this work was done with pioneering experimental and computational setups that lack the current day capabilities of synchrotrons and high-performance-computing systems resulting in deeply entrenched results in the literature that when carefully inspected may require revision. Yet, in other cases, access to isotopically substituted ions make those pioneering studies very unique and prohibitively expensive to carry out nowadays. There are many review articles on molten salts, some of them cited in this perspective, that are simply outstanding and we dare not try to outdo those. Instead, having worked for almost a couple of decades already on their low-temperature relatives, the ionic liquids, this is the perspective article that some of the authors would have wanted to read when embarking on their research journey on high-temperature molten salts. We hope that this will serve as a simple guide to those expanding from research on ionic liquids to molten salts and vice versa, particularly, when looking into their bulk structural features. The article does not aim at being comprehensive but instead focuses on selected topics such as short- and intermediate-range order, the constraints on force field requirements, and other details that make the high- and low-temperature ionic melts in some ways similar but in others diametrically opposite.
High-temperature molten salt research is undergoing somewhat of a renaissance these days due to the apparent advantage of these systems in areas related to clean and sustainable energy harvesting and transfer. In many ways, this is a mature field with decades if not already a century of outstanding work devoted to it. Yet, much of this work was done with pioneering experimental and computational setups that lack the current day capabilities of synchrotrons and high-performance-computing systems resulting in deeply entrenched results in the literature that when carefully inspected may require revision. Yet, in other cases, access to isotopically substituted ions make those pioneering studies very unique and prohibitively expensive to carry out nowadays. There are many review articles on molten salts, some of them cited in this perspective, that are simply outstanding and we dare not try to outdo those. Instead, having worked for almost a couple of decades already on their low-temperature relatives, the ionicliquids, this is the perspective article that some of the authors would have wanted to read when embarking on their research journey on high-temperature molten salts. We hope that this will serve as a simple guide to those expanding from research on ionicliquids to molten salts and vice versa, particularly, when looking into their bulk structural features. The article does not aim at being comprehensive but instead focuses on selected topics such as short- and intermediate-range order, the constraints on force field requirements, and other details that make the high- and low-temperature ionic melts in some ways similar but in others diametrically opposite.
There has been a constant stream of articles[1−69] including salts in their molten or glass states since the early
1900s; see for example, the works of Zachariasen[70] and Rosenhain.[71] Yet, through
the years, molten salts continue to be rediscovered for applications
in energy technologies including nuclear energy,[72−76] solar energy harvesting,[77−79] batteries,[80−82] and separations[83] to mention just a few.
The 1970s and early 1980s brought a series of interesting spectroscopic
measurements that could be directly linked to the 3D structure of
salts in the molten phase, in particular via Raman spectroscopy,[16−18,22,23,29] and soon after, pioneering X-ray and neutron
scattering results[30,31,33−36,38,43] revealed more information about short and intermediate range order.
These results followed or were followed by pioneering theory developments
and early simulation work.[11−13,15,19−21,24−28,32,37,39,41,42,44−52,59] Multiple force fields to simulate
salts have been developed, but modern point-polarizable force fields
with quantum mechanical accuracy[53−58,61] are the current go-to models
for most simulations of divalent and multivalent cationic systems
coupled with polarizable anions. Recently, a faster Drude-type model
that includes some of the same ingredients as in these other more
expensive models has also been successfully developed and applied
to the case of MgCl2 and its mixtures with KCl.[84] A variety of articles based on machine-learning
simulation schemes for molten salts have also recently appeared in
the literature.[85−90] Advances in computational models have come hand-in-hand with new
experimental studies,[40,59,60,62−69,91−94] and in some cases, the combination
of these challenges strongly entrenched assumptions, for example the
octahedral coordination of U3+,[94] the tetrahedrality in coordination for Mg2+,[58,95] and other properties that collectively have influenced the literature
for 30 years or more.[58,93−96] The works cited thus far are
meant to provide some context and are not exhaustive or cover many
of the most studied salts and their mixtures of which the eutectics
are of special relevance.Literature on ionicliquids (ILs)
also dates to the early 1900s
with the work by Walden[97] on ethylamonium
nitrate, and a few decades later to work on chloroaluminates.[98] The reader is encouraged to read the authoritative
history of ionicliquids recently published by Welton and references
therein.[99] For the purpose of this perspective
article, when comparisons are made between molten salts and ILs (see Figure ), these are made
with the most common modern ILs in mind, which are based on organic
cations and organic or inorganic anions instead of the early chloroaluminates.
Figure 1
(Left)
some common ions or ion families associated in the literature
with ionic liquids and (right) typical ions associated with high-temperature
molten salts.
(Left)
some common ions or ion families associated in the literature
with ionicliquids and (right) typical ions associated with high-temperature
molten salts.
Results and Discussion
Before we
embark into a detailed discussion about X-ray and neutron
scattering, including the temperature dependence of the features in
the structure factor, it is worth highlighting some experimental and
computational peculiarities associated with these systems that will
be useful to those coming from more conventional condensed phase liquid
systems.
Experimental Caveats and Considerations
Over the past
decades, advancements in high-energy X-ray and enhanced flux neutron
diffraction techniques have provided opportunities to obtain the structure
function for liquid salts out to large momentum transfers (q), leading in principle to high-resolution pair distribution
functions that can be directly compared to simulation results and
thus are important as a benchmark for the development of accurate
atomistic models. Confidence in such models is important for the prediction
of transport and thermodynamic properties, as some of these are challenging
to measure for salts at high temperature. An example is ionic diffusivity,
which is readily accessible for ILs via NMR measurements but less
so for molten salts. The principles of X-ray/neutron diffraction theory
and the details of total scattering data processing are extensively
discussed elsewhere[100−104] and need not be elaborated here, except perhaps to mention that
notation and nomenclature in the literature have taken slightly different
forms for molten salts and ILs. In fact, even within the molten salts
literature, there is significant variation in the use of variables;
an excellent resource to start understanding these is a comprehensive
review by Keen.[105]Total X-ray and
neutron scattering measurements are not without some experimental
uncertainty stemming from a number of challenges posed not only by
the chemistry of the particular salt but also by the extreme conditions
under which such measurements are carried out. In order to obtain
reliable X-ray or neutron scattering data, one needs first to make
sure that samples are of high quality and their compositions accurately
known. Due to the hygroscopic nature of ILs and molten salts, this
constitutes a challenge. Whereas the problem is well understood and
relatively easy to control in the case of ILs, it is significantly
more challenging for molten salts where the quick uptake of atmospheric
water for some very hygroscopic salts may cause noticeable changes
in sample composition, leading to uncertainties in experimental data
reduction and analysis. Some inorganic salt hydrates readily undergo
hydrolysis upon a temperature increase, resulting in a variety of
unanticipated chemical species such as metal oxides.[106] Therefore, moisture-sensitive samples are usually prepared
in an inert atmosphere glovebox and loaded into 1–2 mm quartz
capillaries. While IL samples are usually sealed with a silicon rubber
or wax to prevent water absorption, inorganic salt samples need to
be flame-sealed to enable X-ray/neutron diffraction data collection
at high-temperature regimes (see Figure ). In addition, when compared with ILs, a
more complex measurement setup is needed for molten salts where the
quartz tube is placed in a furnace sample holder consisting of two
resistive heaters as shown in Figure . Note, however, that quartz is by no means the universal
containment material for all possible salts or salt mixtures, since
for example fluorides tend to react with glass at elevated temperatures,
requiring the utilization of Pt–Rh[107] or boron nitride containers in the case of X-ray scattering measurements.
Figure 2
(a) Loading
the salt sample in a glovebox. (b) Sealing the sample
in a capillary.
Figure 3
(a) Inorganic molten salt mixture (MgCl2/KCl) at 1073
K. (b) Experimental setup typically used for high-energy X-ray scattering
measurements: 1, quartz tube; 2, thermocouple; 3, heater; 4, salt
sample. Reprinted with permission from ref (61). Copyright 2020 American Chemical Society.
(a) Loading
the salt sample in a glovebox. (b) Sealing the sample
in a capillary.(a) Inorganic molten salt mixture (MgCl2/KCl) at 1073
K. (b) Experimental setup typically used for high-energy X-ray scattering
measurements: 1, quartz tube; 2, thermocouple; 3, heater; 4, salt
sample. Reprinted with permission from ref (61). Copyright 2020 American Chemical Society.In addition to the described chemical and technical
complexities,
there is also the fact that the structure function (S(q)) and the pair distribution function (PDF) obtained
via Fourier transformation of S(q) are not quantities that are directly measured but instead are derived
from experimental measurements of scattering intensity. Uncertainties
or errors in S(q) are often due
to inaccuracies in intensity counting and approximations applied in
data treatment. Specifically for molten salts, the rapid decay of
the scattering intensity with increasing q, the low
signal-to-background ratios (the total scattering signal for molten
salt can be swamped by the scattering contributions of furnaces and
containers) and difficulties in obtaining the structure factor to
sufficiently high q-values can lead to problems in
the determination of absolute normalizations and the subsequent derivation
of high-resolution PDFs.It is unfortunately not uncommon to
see discrepancies in peak intensities
between the X-ray/neutron S(q) and
PDF results reported by different research groups for a given molten
salt system. These experimental inconsistences may cause uncertainty
in the selection of the most reliable first-principles or classical
force field methodology to interpret scattering and spectroscopic
results from an atomistic perspective. To provide the most accurate
experimental S(q) values or PDFs,
a wide range of experimental data for the same system and conditions
would be desirable, including from different synchrotron/neutron sources,
but such checks are scarce. In addition, direct S(q)/PDF comparisons with pioneering work in the
literature are often also hindered by specific data treatments and
processing protocols, e.g., different S(q) normalization, the definition of the composition unit, and the
use of modification functions. A particular sticking point is that
pioneering work on molten salts was done using conventional X-ray
and low flux neutron sources, leading to S(q) functions with quite limited q-range and significant
statistical errors. To highlight this point, Figure compares our recent high-energy X-ray (74.4
keV) scattering results[95] for molten KCl
obtained at the National Synchrotron Light Source II (NSLS-II) with
those reported by Takagi et al.[28] using
Cu Kα (8.0 keV) radiation. One may see noticeable discrepancies
in the real-space PDF, D(r), especially
with respect to the positions and intensities of peaks associated
with short-range order. These differences are crucially important
when trying to understand coordination numbers and solvation environments
for the ions. The observed inconsistencies are primarily due to termination
errors at large q in Takagi’s S(q) data reported only up to q =
7.38 Å–1—the highest momentum transfer
attainable by the Cu Kα source in the range of the considered
scattering angles.[28] Although the q-range for this earlier study is limited, the agreement
with modern synchrotron measurements in the first three peaks of S(q) is quite good, and this is particularly
encouraging, since the structure functions were obtained from different
instruments using different modes (reflection vs transmission), and
as a consequence, they were derived through treatments in which various
corrections had to be performed in different ways. The fact that,
at least on a restricted q-range, pioneering results
and data collected on more advanced synchrotron beamlines overlap
provides confidence in the possibility to collect highly reproducible
experimental data for molten salts which will serve as excellent benchmarks
for theoretical models.
Figure 4
(Top) structure function, S(q), recently obtained by our group at NSLS-II contrasted
with that
of Takagi et al.[28] (Bottom) Real space D(r) functions derived from these. Reproduced
from ref (95) with
permission from the PCCP Owner Societies.
(Top) structure function, S(q), recently obtained by our group at NSLS-II contrasted
with that
of Takagi et al.[28] (Bottom) Real space D(r) functions derived from these. Reproduced
from ref (95) with
permission from the PCCP Owner Societies.
Computational Caveats and Considerations
Besides the
obviously different temperature regimes on which measurements on IL
and molten salt systems are carried out, from a computational perspective,
a few other notable issues should be highlighted. In general, the
lowest room-temperature IL viscosities are on the order of 10–20
times that of liquidwater at atmospheric conditions, whereas other
ILs have much higher viscosities that can be hundreds of cP or more.[108−110] Instead, high-temperature molten salts have low viscosities often
on the order of 1 cP or sometimes less.[111,112] What this means is that from a computational perspective, guaranteed
convergence of properties requires careful consideration in the case
of ILs (simply put, simulations may require tens or hundreds of nanoseconds
to converge depending on the property and temperature).[113,114] The issue of the high viscosity of ILs is compounded by the fact
that force fields, particularly nonpolarizable force fields or those
in which charges have not been scaled to account for some level of
polarization or charge transfer, have actual model viscosities that
are sometimes orders of magnitude larger than the experimental ones.[108,115] In other words, whereas an IL may be viscous but not in the glass
regime, its fixed-charge force field model version may well be.Yet, from a practical perspective particularly when interested
in the structure function, models for ILs are much more forgiving
than those for molten salts. What we mean by this is that
whereas it is easy to get transport properties wrong (sometimes very
wrong) for ILs, it is hard for a reasonable force field to not show
the three typical characteristics of an IL: which are polar–apolar
alternation [the so-called prepeak or first sharp diffraction peak
(FSDP)], charge alternation, and adjacency correlations.[116−126] Each of these features appears in a specific q-range,
as shown in Figure (left).[119,127−134] Instead, structural properties of molten salts including coordination
numbers and intermediate range order appear to be quite sensitive
to the model and, as opposed to the case for ILs, it is very easy
to get these wrong. Because of this, it is often the case that the
Coulomb and dispersion-repulsion energy functions used for molten
salts are more complex than those commonly used for ILs.[135] This is true even for the more complex force
fields for ILs based on the polarizable Drude model.[115,136−142] The issue is most problematic when coupling small multivalent cations
such as Mg2+ with highly polarizable anions such as Cl–.[84,143] Because of the very short distance
between these ions in the condensed phase, the physical validity of
the commonly used point-induced dipole approximation within the polarizable
ion model (PIM) requires careful consideration; this is less of an
issue for ILs where interionic distances are larger and formal charges
smeared over multiple atoms. To avoid unphysical overpolarization
in the case of molten salts and to get structural and dynamical properties
right, the key ingredient is the collection of pairwise damping functions
used to correct the charge-induced dipole interactions.[53−58,61,84] This often results in force field parameters that are only good
to simulate a specific system but are not easily transferable. In
other words, for molten salts with multivalent cations and polarizable
anions, do not expect to find parameters for a given ion in the literature
and assume that those can be trivially combined with other parameters
even when the force field has the same functional form. Because of
their low viscosity, the number of nanoseconds in a molecular dynamics
simulation run needed to converge molten salts properties are in general
lower than for ILs but actual wall times tend to be comparable or
even longer due to the complexity of force fields.[84]
Figure 5
(Left) for different ILs, S(q) highlighting regimes associated with polar–apolar alternation
(this is the prepeak or first sharp diffraction peak), with charge
alternation, and with vicinal adjacency correlations. (Right) for
different molten salts, S(q) highlighting
the charge alternation region and when present the prepeak. Notice
that charge alternation and prepeak regions occur at significantly
higher q values for molten salts. Left panel reprinted
with permission from ref (119). Copyright 2015 American Chemical Society.
(Left) for different ILs, S(q) highlighting regimes associated with polar–apolar alternation
(this is the prepeak or first sharp diffraction peak), with charge
alternation, and with vicinal adjacency correlations. (Right) for
different molten salts, S(q) highlighting
the charge alternation region and when present the prepeak. Notice
that charge alternation and prepeak regions occur at significantly
higher q values for molten salts. Left panel reprinted
with permission from ref (119). Copyright 2015 American Chemical Society.
Why Are Features in S(q),
Particularly Those Associated with the FSDP, Much More Sensitive to
the Force Field in the Case of Inorganic Molten Salts?
Let
us consider a prototypical ionicliquid such as [Cmim][PF6], below n = 4 the first
sharp diffraction peak is not prominent or observed and for n = 6, 8, 16 the prepeak is at q = 0.350,
0.297, and 0.183 Å–1 respectively.[144] How bad would a force field need to be in order
to produce a prepeak that is off by about 0.1 Å–1 in the case of [C16mim][PF6]? A trivial estimation
for the periodicity of the prepeak is 2π/0.183 ≈ 34.33
Å; a shift to the left by 0.1 Å–1 would
result in 2π/0.083 ≈ 75.70 Å. This is about 40 Å
off in real space! Instead, if we consider MgCl2 where
the prepeak appears at 0.85 Å–1,[58] the same shift in q would result
in a real space distance difference of about 1 Å; 2π/0.85
≈ 7.39 Å whereas 2π/0.75 ≈ 8.38 Å. In
other words, most reasonable force fields for ILs will get the prepeak
position correctly, but instead, small changes in a force field can
have major consequences on the shape and position of the features
in S(q) for a typical molten salt.
The Defining Feature for Molten Salts Is the Two Peaks and One
Antipeak Associated With Charge Alternation
Many times but
not always, a peak in the overall S(q) corresponding to charge alternation is prominent and called “the
main peak” in the literature.[145,146] However,
in other cases this peak is completely absent and the main peak has
a different structural origin. This is true both for molten salts
and for ILs. We see this clearly from Figure (left) where [Im1,8][BF4] shows no peak in the charge alternation region around 0.8 Å–1 but [N2,2,2,8][NTf2] shows
a prominent peak; we also see this from Figure (right) where for KCl there is no sign of
a peak around 1.8 Å–1 but LiCl shows a prominent
peak just below 2 Å–1. The key point is that
all molten salts and ILs are defined by charge alternation, but whether the charge alternation peak is prominent or completely absent
is simply a matter of contrast in the technique.[116]We begin to understand this when we notice
that for any liquid, alternations at any particular length scale are
associated with two peaks and one antipeak in the partial subcomponents
of S(q) in the same q region.[116,119] For example, a mixture of glycerol
and DMSO can become nanoheterogeneous with nanoscopic chains of glycerol
spaced by DMSO domains, as can be seen in Figure . The typical distance between two glycerol
chains is about the same as the typical distance between DMSO domains
intercalated by a glycerol chain. This results in a peak at low q values for the DMSO–DMSO subcomponent of S(q) and another peak in the same region
for the glycerol–glycerol subcomponent. Because the two patterns
of alternation in the case of glycerol and DMSO are shifted by half
a period (DMSO domains are intercalated by glycerol chains and glycerol
chains are separated by DMSO domains) the DMSO–glycerol subcomponent
of S(q) appears as an antipeak or
a negative going peak at the same q region. The concept
is the same for any other type of alternation and certainly applies
to the charge alternation behavior of molten salts and ILs albeit
at a larger q value.[116]
Figure 6
(Left)
partial subcomponents of S(q) for
a mixture of the conventional solvents dimethyl sulfoxide and
glycerol. The figure highlights the two peaks and one antipeak associated
with the pattern of alternation associated with the distance between
glycerol chains spaced by dimethyl sulfoxide domains; (right) a larger
view of the system highlighting these alternations in real space.[147] Reprinted with permission from ref (147). Copyright 2015 American
Chemical Society.
(Left)
partial subcomponents of S(q) for
a mixture of the conventional solvents dimethyl sulfoxide and
glycerol. The figure highlights the two peaks and one antipeak associated
with the pattern of alternation associated with the distance between
glycerol chains spaced by dimethyl sulfoxide domains; (right) a larger
view of the system highlighting these alternations in real space.[147] Reprinted with permission from ref (147). Copyright 2015 American
Chemical Society.Whether these peaks and
antipeaks are prominent in the subcomponents
of S(q) depends on the corresponding
values of the X-ray atomic form factors or neutron scattering lengths.
This is clearly depicted in Figure where for KCl the formal number of electrons for K+ and Cl– are the same and the ionic sizes
are very similar, hence the q-dependent form factors
are also quite similar. The two peaks (K–K and Cl–Cl)
superpose, and the K–Cl antipeak completely cancels them.[95] This results in large partial subcomponents
of the structure factor completely canceling out to yield an X-ray S(q) that is featureless in the charge
alternation regime! The opposite is true for LiCl where there is significant
difference in the size and number of electrons of the species creating
contrast between the anion and the cation that translates into an
easily observable charge alternation peak in the overall S(q). The cases of NaCl and MgCl2 are
intermediate between these two where the contrast is reasonable in
the case of MgCl2 and a prominent peak is observed but
only a shoulder appears in the overall S(q) for NaCl. Because neutron scattering and X-ray scattering
depend on the details of the nuclear structure of the species in one
case and the electronic structure of the species in the other, a charge
alternation peak that is completely absent in the X-ray S(q) can be prominent in the neutron S(q). In conclusion, all molten salts are characterized
by charge alternation in the subcomponents of S(q), but only in some cases these do not cancel and give
rise to a prominent main charge alternation peak in the overall X-ray
or neutron S(q). It is not safe
to assume that the main peak is always associated with charge alternation,
but it is safe to assume that if a charge alternation peak is not
present in S(q), this is simply
due to a technique limitation and not due to lack of charge alternation
in the condensed phase.
Figure 7
For LiCl, NaCl, KCl, and MgCl2, (top)
total S(q) and (bottom) partial
subcomponents
of S(q). A vertical dashed line
highlights how the sum of two peaks and one antipeak in some cases
results in a peak in the overal S(q) but in others there is a shoulder or even no noticeable feature
due to cancellations. Data for LiCl is at 1148 K, KCl at 1173 K, and
MgCl2 at 1073 K.[61,95]
For LiCl, NaCl, KCl, and MgCl2, (top)
total S(q) and (bottom) partial
subcomponents
of S(q). A vertical dashed line
highlights how the sum of two peaks and one antipeak in some cases
results in a peak in the overal S(q) but in others there is a shoulder or even no noticeable feature
due to cancellations. Data for LiCl is at 1148 K, KCl at 1173 K, and
MgCl2 at 1073 K.[61,95]How are ionicliquids different or similar to molten salts when
thinking about charge alternation? When we think of molten salts,
we envision single-atom cations and anions that alternate in a 3D
pattern linked to their relative sizes, polarizabilities, formal charges,
etc. Instead, in the case of prototypical ILs, it is often the cation
that has a “polar head” and an “apolar tail”,
and it is the cation polar head and not the full cation that alternates
with the anions, which are often but not always symmetrical and without
an apolar component[117,121,122,125,126] (some anions are asymmetric and can have extensive fluorinated or
other type of tails, but this is not the subject of our discussion).
It is then the cation head–cation head and the anion–anion
subcomponents of S(q) that manifest
as peaks in the charge alternation reciprocal space region and the
cation head–anion subcomponents that show as an antipeak. Notice
that this charge alternation region in reciprocal space is at significantly
different q values for ILs and molten salts (≈0.8 Å–1 in Figure (left) and ≈1.8 Å–1 in Figure (right), respectively).
We emphasize again that it is easier for force fields of ionicliquids
to capture this feature correctly as it appears at significantly smaller q values (larger distances). All other considerations are
the same as described in the paragraph above. All ionicliquids and
molten salts display charge alternation, but only in some cases this
shows in the overall neutron or X-ray scattering S(q) due to contrast.[121]
Intermediate Range Order for Molten Salts
In the early
2010s, there was significant controversy regarding the origin of the
prepeak in ILs.[117,144,148−150] In hindsight, and for prototypical ILs,
this problem is very simple and has been fully resolved.[116,119,129,144,151−186] For ILs, where cations have a charged head and a significantly large
apolar tail, the prepeak is due to the typical distance between charge
networks alternated by apolar regions, or apolar domains alternated
by the charge network.[116−126] Since this is a pattern of alternation, same type species (polar–polar
and apolar–apolar) show peaks in partial subcomponents of S(q) at the prepeak region, whereas opposite
type species (polar–apolar) show an antipeak; notice that positive
and negative species are considered “same type species”
in this q regime because they are both polar.[123,124] This is clearly depicted in Figure , where polar cationic and anionic heads form networks
that are separated by other networks via tails that act as spacers.
Figure 8
For an
ionic liquid, two charge networks spaced by tails.[122] Reprinted with permission from ref (122). Copyright 2014 American
Chemical Society.
For an
ionicliquid, two charge networks spaced by tails.[122] Reprinted with permission from ref (122). Copyright 2014 American
Chemical Society.Pinpointing the origin
of intermediate range order in the case
of molten salts is significantly more difficult. Molten salts do not
have apolar regions, and the prepeak does not necessarily stem from
a simple pattern of alternation with two peaks and an antipeak in
the partial subcomponents of S(q) as in the case for ILs. The reader can immediately see the absence
of this pattern from the subcomponents of S(q) for MgCl2 in Figure at about 0.85 Å–1.So what gives rise to a prepeak in molten salts? This has
been
studied extensively and a particularly good discussion can be found
in a review article by Wilson.[187] Our group
has studied the case of MgCl2 and its mixtures with KCl
and what we found is that MgCl2 is a networked liquid with
chains of Cl–-decorated Mg2+ ions.[58,61,84] These in-network Mg2+ ions share Cl– counterions, but there are nearby
Mg2+ ions that are either part of a different network or
simply form a cluster and do not share Cl– counterions
with the first network. The distance between Mg2+ ions
sharing counterions is different from that of those not sharing counterions.
The first distance, which is shorter, has to do with the charge alternation
feature in S(q), whereas the second
has to do with the prepeak.[61] In other
words, just like in the case of ILs, the prepeak has to do with the
distance between charge networks. In the case of ILs these charge
networks are spaced by tail domains, but in the case of MgCl2 there is no spacer. Whereas these two characteristic distances in
the case of MgCl2 are different, the difference is not
very large when contrasted with the difference between typical charge
alternation vs polarity alternation distances for ILs. Being able
to resolve these differences computationally in the case of molten
salts depends on the intricacies of the polarizable force field and
damping functions. In general, our experience is that nonpolarizable
force fields or core–shell type models are unable to do so
but our recently developed SEM-Drude model which uses charge-dipole
damping functions akin to those in the more expensive PIM can. Perhaps,
one could come up with a clever way to partition and label ion collections
to see the prepeak of molten salts as an alternation pattern. However,
this would be computationally impractical because such labels would
necessarily change from simulation frame to simulation frame, and
as opposed to the case for ILs, they would be ion location-dependent
instead of ion type-dependent.Perhaps the best way to begin
understanding the structure of the
MgCl2 melt and in particular the origin of the prepeak
is by looking at its crystal structure in Figure . Here, we do not mean to imply that the
melt is a disordered version of the crystal. Instead, what we claim
is that features in the melt are reminiscent of those in the crystal,
which can also be described as having Cl–-decorated
Mg2+ networks in which the distance between adjacent cations
that are in-network is different from that of adjacent cations that
are across networks. The (003) planes shown in Figure b are the lowest observed q planes, and atoms associated with these planes resemble those associated
with the prepeak in the liquid phase (see Figure g). These planes go through the Cl-decorated
Mg2+ charge networks and the distance between planes is
the distance between the networks. Notice that there is no sharing
of Cl– counterions across networks, only along networks.
If we compare the FSDP in the crystal with that of the red line associated
with the melt in Figure a, it is obvious that the prepeak appears at lower q values (longer distance) in the disordered phase; this is to be
expected because of the lower density of the liquid phase. In the
liquid phase, networks are shorter and randomly distributed and the
coordination number of Mg2+ is lower than in the crystal,
yet for practical purposes the prepeak has a similar origin in both
phases. Notice also that Figure c,d are instances of what in the previous section we
defined as charge alternation behavior (i.e., the typical distance
between in-network cations that share counterions like in Figure f of the melt). Instead, Figure e represents one
of the many possible version of what we have called in the past[58,117,124] adjacency correlations since
the distance between planes is associated with the distance between
adjacent cations and anions.
Figure 9
(a) Powder diffraction peaks and liquid phase
intensity for MgCl2. (b) (003), (c) (102̅), (d) (101),
and (e) (104) Bragg
planes in the MgCl2 crystal. Planes (003) exemplify across
network prepeak behavior, (102̅) and (101) planes charge alternation
behavior, and (104) planes are one of the many possible examples of
adjacency correlations. (f) Depicted as a surface two Mg2+ ions sharing at their waist Cl– counterions (charge
alternation behavior). (g) Examples of across network interactions
(prepeak behavior). Top figure reprinted with permission from ref (58) and bottom figure reprinted
with permission from ref (61). Copyrights 2019 and 2020 American Chemical Society.
(a) Powder diffraction peaks and liquid phase
intensity for MgCl2. (b) (003), (c) (102̅), (d) (101),
and (e) (104) Bragg
planes in the MgCl2 crystal. Planes (003) exemplify across
network prepeak behavior, (102̅) and (101) planes charge alternation
behavior, and (104) planes are one of the many possible examples of
adjacency correlations. (f) Depicted as a surface two Mg2+ ions sharing at their waist Cl– counterions (charge
alternation behavior). (g) Examples of across network interactions
(prepeak behavior). Top figure reprinted with permission from ref (58) and bottom figure reprinted
with permission from ref (61). Copyrights 2019 and 2020 American Chemical Society.
Effects of Temperature and Dilution on the
Prepeak
It is intuitive to expect features in S(q) to become less intense as the temperature increases;
this, after all, is typical Debye–Waller behavior. Yet, both
for ILs and molten salts the prepeak is special in that one commonly
finds non-Debye–Waller behavior; see, for example, ref (188) in the case of ILs and
ref (61) in the case
of molten salts. In the case of MgCl2, two patterns govern
the topology of the liquid state. The first pattern is the charge
alternation along networks and the second pattern is the typical distance
between or across these networks. As temperature increases, the likelyhood
of long chains of Mg2+ that share Cl– counterions diminishes; this results in the expected Debye–Waller
behavior for S(q) in the charge
alternation region around 2 Å–1. Concomitant
with a decrease in the prevalence of corner- or edge-sharing[189] Cl–-decorated Mg2+ networks, the likelihood of finding nearby cations that do not share
counterions, associated with the prepeak, becomes larger. At least
in the case of MgCl2, this statistical effect of fewer
in-network interactions and more across-network interactions appears
to be the reason for the Debye–Waller behavior of the charge
alternation peak and the non-Debye–Waller behavior of the prepeak.Figure shows
the probability of Cl–-decorated Mg2+ aggregate sizes as a function of temperature; the left panel highlights
the smaller networks side of the distribution and the right panel
the larger networks. The effect of temperature is as expected from
the Debye–Waller behavior of the charge alternation peak in S(q); larger networks disappear at high T. The reader is asked to compare these graphs with those
in Figure where
the size of Mg2+ aggregates is studied as a function of
dilution with KCl. We see from Figure that the monovalent salt acts as a powerful
Mg2+ network disruptor with significant implications on
transport properties such as viscosity.
Figure 10
Probability of Cl–-decorated Mg2+ aggregates
as a function of temperature. Reprinted with permission from ref (84). Copyright 2020 American
Chemical Society.
Figure 11
For 1073 K, probability
of Cl–-decorated Mg2+ aggregates as a
function of dilution. At 100 mol % MgCl2 there is a significant
probability of large aggregate sizes,
but the probability decreases rapidly upon dilution. Reprinted with
permission from ref (84). Copyright 2020 American Chemical Society.
Probability of Cl–-decorated Mg2+ aggregates
as a function of temperature. Reprinted with permission from ref (84). Copyright 2020 American
Chemical Society.For 1073 K, probability
of Cl–-decorated Mg2+ aggregates as a
function of dilution. At 100 mol % MgCl2 there is a significant
probability of large aggregate sizes,
but the probability decreases rapidly upon dilution. Reprinted with
permission from ref (84). Copyright 2020 American Chemical Society.
Conclusions
Ionicliquids and high-temperature inorganic
molten salts share
many characteristics but are also different in important ways. Molten
salts exist in a regime of low viscosities whereas ILs are often much
more viscous. From a structural perspective, both are characterized
by charge alternation, a feature that always manifests in the partial
subcomponents of S(q) as two peaks
and one antipeak. Whether the sum of these components results in a
peak in the overal S(q) depends
mostly on contrast from the specific scattering technique. Some ionicliquids and molten salts also display a first sharp diffraction peak.
In the case of the most common ILs, this feature is simply due to
polarity alternation; this is the pattern of apolar domains separated
by charge networks or that of charge networks intercalated by apolar
domains. For molten salts, the origin of the prepeak is more complex
as it does not trivially arise from an alternation of same-type and
opposite-type species. Yet, it would appear that at least in some
cases, the separation between charge networks (albeit without a molecular
spacer) is also the origin of the prepeak for molten salt systems. In this case the two typical length scales, associated with the in-network
charge alternation peak and the across network prepeak, simply differ
because of the way multivalent cations are solvated by counterions. The charge alternation peak is associated with cations that, because
they belong to the same network, necessarily share counterions; the
prepeak instead is associated with cations that are also close in
distance but are each solvated by a distinct set of anions. These
two characteristic distances are difficult if not impossible for nonpolarizable
force fields to capture without the use of extraneous terms in the
potential. Even polarizable force fields require damping functions
in the charge-induced dipole terms to accurately reproduce the two
distinct length scales. This brings us to the topic of force field
accuracy and transferability, which is much more of a problem for
high-temperature molten salts than for ILs. For ILs, features in S(q) occur at significantly lower q values than the same features in the case of molten salts.
This means that small inconsistencies across force fields will result
in minor changes in S(q) for ILs
but can wreak havoc in the subtle balance of shorter distances that
cause the periodicities associated with peaks in S(q) for molten salts. For molten salts with small
multivalent ions and polarizable counterions, the classical point-induced
dipole approximation fails and complex corrections are required to
reproduce quantum mechanical results and capture features like the
prepeak in S(q). In the case of
ILs, polarization is also important, particularly to properly capture
transport properties, but structural properties are less sensitive
to the details of the force field. This is in part because the distance
between ions is larger and also because formal charges are smeared
across atoms in the case of ILs. These are in fact some of the features
that make salts composed of these larger and softer ions liquid at
room temperature.Whereas measurements on ILs can be difficult
due to their hygroscopicity,
the same measurements for high-temperature molten salts have the extra
complexities associated with impurity reactivity, the need for special
setups and the background signal of furnaces among other issues. Furthermore,
a significant fraction of these complex measurements have been done
in the past using pioneering instruments that among other issues do
not go to the large q values that current facilities can achieve.
This becomes an issue because often S(q) is not flat at the cuttoff point and inversion of the data to obtain
real space PDFs becomes problematic. The consequence of this is real
space data deeply entrenched in the literature, such as coordination
numbers for the ions and solvation geometries, that may need to be
revisited. This offers tremendous opportunities to impact atomic and
quasi-chemical models needed to predict properties, some of them very
difficult to measure for molten salt systems.
Authors: Hemant K Kashyap; Cherry S Santos; Harsha V R Annapureddy; N Sanjeeva Murthy; Claudio J Margulis; Edward W Castner Journal: Faraday Discuss Date: 2012 Impact factor: 4.008
Authors: Wei Zheng; Ali Mohammed; Larry G Hines; Dong Xiao; Omar J Martinez; Richard A Bartsch; Sindee L Simon; Olga Russina; Alessandro Triolo; Edward L Quitevis Journal: J Phys Chem B Date: 2011-05-02 Impact factor: 2.991
Authors: Kateryna Goloviznina; José N Canongia Lopes; Margarida Costa Gomes; Agílio A H Pádua Journal: J Chem Theory Comput Date: 2019-10-01 Impact factor: 6.006
Authors: Duncan W Bruce; Christopher P Cabry; José N Canongia Lopes; Matthew L Costen; Lucía D'Andrea; Isabelle Grillo; Brooks C Marshall; Kenneth G McKendrick; Timothy K Minton; Simon M Purcell; Sarah Rogers; John M Slattery; Karina Shimizu; Eric Smoll; María A Tesa-Serrate Journal: J Phys Chem B Date: 2017-06-08 Impact factor: 2.991