D Callegari1, S Colombi1, A Nitti1, C Simari2,3, I Nicotera2,3, C Ferrara4,3, P Mustarelli4,3, D Pasini1, E Quartarone1,3. 1. Department of Chemistry and INSTM, University of Pavia, Via Taramelli 16, 27100 Pavia, Italy. 2. Department of Chemistry and Chemical Technologies, Università Della Calabria, Via Pietro Bucci, 87036 Arcavacata di Rende, Cs Italy. 3. National Reference Centre for Electrochemical Energy Storage (GISEL)-INSTM, Via G. Giusti 9, 50121 Firenze Italy. 4. Department of Materials Science, University of Milano Bicocca, Via Cozzi 55, 20125 Milano, Italy.
Abstract
Autonomic self-healing (SH), namely, the ability to repair damages from mechanical stress spontaneously, is polarizing attention in the field of new-generation electrochemical devices. This property is highly attractive to enhance the durability of rechargeable Li-ion batteries (LIBs) or Na-ion batteries (SIBs), where high-performing anode active materials (silicon, phosphorus, etc.) are strongly affected by volume expansion and phase changes upon ion insertion. Here, we applied a SH strategy, based on the dynamic quadruple hydrogen bonding, to nanosized black phosphorus (BP) anodes for Na-ion cells. The goal is to overcome drastic capacity decay and short lifetime, resulting from mechanical damages induced by the volumetric expansion/contraction upon sodiation/desodiation. Specifically, we developed novel ureidopyrimidinone (UPy)-telechelic systems and related blends with poly(ethylene oxide) as novel and green binders alternative to the more conventional ones, such as polyacrylic acid and carboxymethylcellulose, which are typically used in SIBs. BP anodes show impressively improved (more than 6 times) capacity retention when employing the new SH polymeric blend. In particular, the SH electrode still works at a current density higher than 3.5 A g-1, whereas the standard BP electrode exhibits very poor performances already at current densities lower than 0.5 A g-1. This is the result of better adhesion, buffering properties, and spontaneous damage reparation.
Autonomic self-healing (SH), namely, the ability to repair damages from mechanicalstress spontaneously, is polarizing attention in the field of new-generation electrochemical devices. This property is highly attractive to enhance the durability of rechargeable Li-ion batteries (LIBs) or Na-ion batteries (SIBs), where high-performing anode active materials (silicon, phosphorus, etc.) are strongly affected by volume expansion and phase changes upon ion insertion. Here, we applied a SH strategy, based on the dynamic quadruple hydrogen bonding, to nanosized black phosphorus (BP) anodes for Na-ion cells. The goal is to overcome drastic capacity decay and short lifetime, resulting from mechanical damages induced by the volumetric expansion/contraction upon sodiation/desodiation. Specifically, we developed novel ureidopyrimidinone (UPy)-telechelic systems and related blends with poly(ethylene oxide) as novel and green binders alternative to the more conventional ones, such as polyacrylic acid and carboxymethylcellulose, which are typically used in SIBs. BP anodes show impressively improved (more than 6 times) capacity retention when employing the new SH polymeric blend. In particular, the SH electrode still works at a current density higher than 3.5 A g-1, whereas the standard BP electrode exhibits very poor performances already at current densities lower than 0.5 A g-1. This is the result of better adhesion, buffering properties, and spontaneous damage reparation.
The future next-generation n>an class="Chemical">metal (M)-ion batteries [M = Li-ion
batteries (LIBs) and Na-ion batteries (SIBs)] need to be improved
in terms of enhanced durability, lower cost per stored energy, and
sustainability. Some of the most crucial issues which are detrimental
on the battery performances are related to the physical chemistry
of the electroactive materials selected as anode components.[1] The electrochemical processes taking place in
the anode compartment, in fact, involve dimensional/structural evolutions
which cause degeneration, damage, and serious cycling failure. This
is particular evident in anodes based on silicon[2] or phosphorus,[3] which normally
undergo huge volumetric expansion/contraction upon full Li or Na insertion/deinsertion,
thereby forcing large material strains. This results in electrode
mechanicalfracture, leading to cracking, pulverization, loss of electrical
contact with the current collector, and even uncontrolled solid electrolyte
interphase (SEI) growth. All the previously reported Si- and P-based
anodes showed capacity fading higher than 70–80% over the first
10–20 cycles.[2,3]
Several apn>proaches were discussed in the literature to enhance
the durability of n>an class="Chemical">Si and P anodes in order to exploit their high theoretical
capacity, such as the use of nanostructures or composites with carbon
acting as a buffer agent.[2−6] Very recently, an innovative strategy to overcome such concerns
is emerging, which finds inspiration from biology and specifically
from the capability of some materials/tissues to self-heal or recover
from a physical damage to prevent them from the loss of their vital
functions.[7] In this frame, polymers are
particularly appealing because of their good self-healing (SH) capabilities
involving either physical (e.g., interchain diffusion,
phase-separated morphology, and shape memory effects) or chemical
(incorporation of covalent, free radical, or supramolecular dynamic
bonds) features, which employ a synergistic combination of hydrogen
bonds (HBs), van der Waals forces, and chemical reactions to repair
microdamages, autonomously or even upon external triggering by variation
of pH, temperature, pressure, and so forth.[7−11] SH polymers (SHPs) are finding applications as active
components in the improvement of electrochemical energy storage devices,
including LIBs. For this specific application, several possible recovering
strategies were explored, including different healing mechanisms (physical vs chemical), processes, and materials.[12−14]
In order to develop new electrodes with high energy density and
less irrevern>an class="Chemical">sible mechanicalfractures, SPHs were added chiefly to
microparticles of silicon, both pure and as composites with carbon.[15−19] In this frame, SHPs acted as a new concept of binder, properly designed
to be multifunctional as (i) a mechanical stabilizer, (ii) a structural
support, (iii) wettable by the electrolyte, and also (iv) capable
of recovering the physical damage caused by the structural changes.[20] Basically, SPHs were used following two different
approaches: (i) as a thin soft layer of randomly branched hydrogen-bonded
strands coating the Si electrode[18] or (ii)
as a conventional binder surrounding the electrode particles and binding
them to the current collector.[21] In both
cases, very promising results were obtained in terms of cracks and
damages recover upon cycling and, consequently, significant improvements
in terms of anode capacity retention.[14,19,22]
Among the possible SH mechanisms, such as covalent bonding, supramolecular
chemistry, ion–ion interaction, π–π-stacking,
and dynamic H-bonding, the latter one received specific attention
in the case of battery application.[14,22−24] In fact, even though H-bonds among neutral systems are not particularly
strong, they confer significant mechanical strength due to the high
directionality and affinity.[7] This is well
evident, especially if multiple H-bonds are combined into a functional
unit, for example, ureidopyrimidinone (UPy), which strongly associates
with polymers potentially adaptable to the battery components (e.g., polyethers). In this case, the mechanism is dynamic
and requires high free volume and fluid-like systems which allow the
orientation and approaching of the polymer chains, thus favoring the
H–H interactions and consequently the SH mechanism. These supramolecular
polymers exhibit low glass transition temperature, Tg, resulting in soft systems with high segmental motion,
easily modeled, but mechanically strong.[8,11] Furthermore,
an SHP based on dynamic bonding is capable of repeated and spontaneous
healing without any external stimulus[11,25] even at room
temperature, as in the case of UPy-containing brush-like poly(ethylene
glycol) (PEG) chains[24] or upon gentle heating,
as shown by maleimide–furan-based polymers.[26]If silicon anodes have been widely investigated in terms of SH
strategies, very few examples are to date repn>orted about n>an class="Chemical">phosphorus
but for a work employing inorganic anchoring units to protect the
active material surface.[27]
In this paper, we describe, for the first time to the best of our
knowledge, an autonomic SH strategy to improve the cycling lifetime
of n>an class="Chemical">black phosphorus (BP) anodes for SIBs. To this aim, a novel H-bonding
directed polymer is developed as an electrode binder with the specific
role to repair the mechanical damages induced by the BP huge expansion
and strain upon cycling. The system is based on PEG telechelic polymers
decorated with UPy-chain end functionalities exhibiting the ability
to self-recover at room temperature in the absence of external stimuli.
The SH capability of the polymer is investigated by means of a multitechnique
approach. Its effect on the BP anode electrochemical performances
is demonstrated by comparing with similar electrodes including conventional
binders, such as polyacrylic acid (PAA) and carboxymethylcellulose
(CMC).
Materials and Methods
Materials
Compound UPy-NCO 1 was synthesized as reported
elsewhere.[28] Di-(OH)-terminated PEGs were
purchased with different molecular weights (PEG, MW = 4000 Da, n = 91; MW = 6000 Da, n = 136; MW = 10,000 Da, n = 227; and MW = 35,000 Da, n = 795) as monodisperse products from different commercial sources
and were used as received. All other commercially available compounds
were used as received.
Synthesis of UPyPEGUPy (2–5)
Polymers: PEG 2-(6-Isocyanato-hexilaminocarbonylamino)-6-metyl-4-[1H]-pyrimidinone
The representative procedure for
the synthesis of all the polymers 2–5, sketched in Scheme , is reported in
detail for the specific polymer 5 (UPyPEG795UPy).
Scheme 1
Synthesis by UPy-Terminated PEG Telechelics (UPyPEGUPy) Developed in This Paper
Reaction conditions: dry CHCl3, dibutyltin dilaurate (cat.), 60 °C, and 48 h.
Synthesis by UPy-Terminated PEG Telechelics (UPyPEGUPy) Developed in This Paper
Reaction conditions: dry pan class="Chemical">CHCl3, n>an class="Chemical">dibutyltin dilaurate (cat.), 60 °C, and 48 h.
UPy-NCO 1 (166.4 mg, 0.568 mmol) was added to a solution of n>an class="Chemical">PEG795 (5 g, 0.143 mmol) in CHCl3 previously dried
over molecular sieves (10 mL) in the presence of a catalytic amount
of dibutyltin dilaurate (two drops). The resulting reaction mixture
was stirred at 60 °C under inert atmosphere for 48 h. The mixture
was cooled and filtered off to remove the exceeding UPy-NCO (compound
1). The last purification step was precipitation in hexane. The precipitate
was recovered by filtration and washed plentifully with hexane, followed
by drying under a reduced pressure to obtain UPyPEGUPy as a white powder (4,9 g, 97%). 1H NMR of UPyPEG795UPy (200 MHz, CDCl3): δ 5.89 (s, 2H, CH=CCH3), 4.07 (d, J = 6.9 Hz, 4H, OCH2(CH2OCH2)CH2O), 4.02–3.17
(m, 2093H, OCH2(CH2OCH2)CH2O), 3.11 (m, 8H, NH(C=O)NHCH2 + CH2NH(C=O)O),
2.15 (s, 6H, CH3C=CH), 1.48 (m, 8H, NHCH2CH2 + CH2CH2NHC=O), 1.34
(m, 8H, CH2CH2CH2CH2CH2CH2). 13C NMR (75 MHz, CDCl3): δ = 172.8, 156.3, 154.4, 148.1, 106.4, 42.6, 39.5, 30.9,
29.1, 26.0, 19.9, 15.7.
Preparation of SH Blends of (UPyPEG795UPy)—PEO
Three blends of UPyn>an class="Chemical">PEG795UPy and PEO (300 kDa) were
obtained by mixing UPyPEG795UPy and PEO in deionized water
at different volume concentrations 40/60 (40–60), 50/50 (50–50),
and 60/40 (60–40) (see Table ). The final mixture was then cast on a Teflon foil
and dried at 50 °C under vacuum in order to obtain homogeneous
110 μm-thick films.
Table 1
Glass Transition Temperatures, Tg, Melting Enthalpies, ΔHm,s, and Crystalline Fraction, X, (Estimated from 1H and 13C Solid-State
NMR Spectra) of the Investigated Blends and Pure Components
A/B (vol %)
Tg (°C)
ΔHm,s (J g–1)
Xc (%) from 1H
G′ (MPa) as prepared
G′ (MPa) restored
UPyPEG795UPy (A)
–22.3
184.4
PEO (B)
–25.6
198.6
40–60
40/60
–26.7
152.9
24
9.8
9.6
50–50
50/50
–27.1
166.0
34
12.7
16.7
60–40
60/40
–32.7
136.8
30
Preparation of BP Anodes
Two electrodes were fabricated,
which differ for the binder component. The starting slurries were
prepared through aqueous processing by mixing propn>er amounts of n>an class="Chemical">BP,
carbon (Imerys Super C65), and the polymer binder with a 5/3/1 weight
ratio. BP was synthesized via high-energy ball milling,
as deeply described elsewhere.[6,29] Raman spectra, SEM
images, and XRD patterns of the as-prepared BP and the BP-C mixture
used to prepare the anode slurry are reported in Figures S1–S3, respectively. Two different binders
were used: (i) the SH UPyPEG795UPy—PEO blend (50–50)
and (ii) a blend of Na-CMC and PAA (1/1 wt/wt). In detail, BP and
carbon were initially ball milled for few minutes; in a typical process,
the binder was dissolved in excess water, added to the two components,
and successively mixed in a planetary ball mill at 200 rpm for 2 h,
followed by a 10 min stop and other 2 h of milling in reverse direction.
The solid content of the slurries was kept between 12% and 15 wt %.
The resulting inks were then cast on an aluminum foil (UACJ, 15 μm
thick) using a doctor blade to obtain a wet film with a thickness
of 100 μm that was immediately dried under vacuum at 80 °C
to avoid moisture and oxygen contamination. The anode was finally
cut into 2 cm2 disks and stored in a glove box (MBraum,
O2, H2O < 0.5 ppm) before the electrochemical
measurements. In the case of electrodes based on the SH blend (50–50),
two BP mass loadings were explored, ∼1.26 and ∼2.5 mg
cm–2; in the electrode including CMC–PAA
as a binder, the mass loading was 1.6 mg cm–2. Lower
loadings were tested for the former system in our previous paper.[6]
Methods
Thermogravimetric analyses of the SH n>an class="Chemical">polymers
were performed by heating aliquots of about 20 mg at 5 °C/min
from room temperature up to 250 °C under a N2 atmosphere
in a Pt crucible by means of a Q5000 thermogravimetric instrument
(TA Instruments, USA). Differential scanning calorimetry (DSC) analyses
were performed with a Q2000 instrument (TA Instruments, USA) by heating
the samples (about 20 mg) from −80 to 150 °C at 5 °C/min
under a N2 atmosphere in Al crucibles sealed in the glove
box.
1H and n>an class="Chemical">13C NMR high-resolution spectra
were recorded on Bruker 300 and 400 MHz instruments and calibrated
with the solvent residual proton signal. CHCl3 was dried
using 4 Å molecular sieves.
Solid-state NMR measurements were acquired on a Bruker AVANCE III
400 MHz (9.4 T) equipped with a 4 mm probe at 27° ± 1 °C
under MAS condition (10 kHz). 1H one-pulse data were collected
after T1 determination to ensure the quantitative measurement
condition with the use of 90o pulse of 3 μs and 16
scans; T1 was evn>an class="Chemical">aluated with the use of a standard inversion
recovery pulse sequence. For all the samples the same experimental
conditions (contact time and decoupling scheme) were used. Rotors
were filled with the membranes in the same quantity by cutting the
membrane in macroscopic pieces (∼2 × 2 mm); this sample
preparation was necessary to obtain stable MAS rotation and likely
does not change the interchain interactions under investigation.
Dynamic mechanical ann>an class="Chemical">alysis (DMA) measurements were performed on
rectangular-shaped samples (35 mm × 10 mm), directly cut from
the piece, by a Metravib DMA/25 equipped with a shear jaw for films.
The frequency sweep experiments were carried out in the frequency
range between 0.2 and 20 Hz at a constant strain of 0.004% from 20
to 60 °C every 10 °C. Temperature sweeps were performed
at a heating rate of 2 °C, over a range between 20 and 60 °C,
at a dynamic stress of amplitude 4 × 10–3 and
a frequency of 1 Hz. For the stress–strain test, the sample
was clamped on the tensile module with a separation of 10 mm. The
speed rate was fixed at 0.2 mm min–1. Membrane’s
thickness ranged between 100 and 110 μm.
The electrochemical characterization of the anodes was performed
by means of n>an class="Disease">galvanostatic cycling and electrochemical impedance spectroscopy
(EIS) by using 2032-type coin cells assembled in an argon-filled glove
box (H2O and O2 below 0.5 ppm) with Na metal
both as a counter and reference electrode. Electrodes were separated
with a Whatman glass fiber separator (GF/D) soaked
in a 1.0 M solution of NaPF6 in EC/PC (50:50 vol %) with
5 wt % of NaTSFI and 2 wt % of FEC. The cells were cycled on a Biologic BCS 810 battery tester from 0.02 to 2 V at various
C-rates (1C = 2596 mA h g–1). All the potentials
reported refer to the Na+/Na couple. Rests of 48 h were
typically imposed every six cycles in order to evaluate the SH effect
on the cycling performances. The impedance on the cells was measured
by means of EIS at room temperature by applying an AC voltage of 100
mV in the frequency range of 0.1 Hz to 1 MHz.
SEM analyses on the pristine anode and on post-mortem (both topn>-view
and cross-section) were performed using a Tescan Mira3XMU microscope
operated at 20 kV and equipped with an EDAX EDS analysis system. The
samples were coated with a carbon thin film using a Cressington 208
carbon coater.
Results and Discussion
SH Binder: Material Design and Characterization
As
stated before, we used a chemical apn>proach to developn> a new binder
for anodes in n>an class="Chemical">SIBs capable of SH from physical damages upon long cycling
and to mitigate the huge volume expansion of the BP anode. Figure shows a naïve
picture of the SH binder working with a dynamic hydrogen bonding mechanism
boosted by the presence of two UPy functional groups in the backbone,
which should promote a good adhesion among the BP particles themselves
and also to the current collector. The SH polymer (UPyPEGUPy) includes PEG units playing a dual role (i) to
assist the Na ion transport within the anode and conferring ion-conducting
properties to the binder and (ii) to decrease the charge transfer
anode resistance, thus resulting in an enhanced electrochemical kinetics.[30] The SH network (UPyPEGUPy) was further blended with high-molecular weight (MW) polyethylene
oxide (MW = 300 kDa), which is physically
and chemically affine, in order to achieve better free-standing properties
and improve the dispersion of PB and carbon aggregates.
Figure 1
Design and working mechanism of the SH BP anode: (a) schematic
representation of the binder and (b) expected functional reversible
behavior of the UPyPEG795UPy—PEO blends. Red point:
intercalating Na ions; black lines: repairing polymer backbones; and
blue: electrode texture.
Design and working mechanism of the SH n>an class="Chemical">BP anode: (a) schematic
representation of the binder and (b) expected functional reversible
behavior of the UPyPEG795UPy—PEO blends. Red point:
intercalating Na ions; black lines: repairing polymer backbones; and
blue: electrode texture.
SH UPyPEGUPy Unit
2-Ureido-4[1H]-pyrimidone (n>an class="Chemical">UPy) containing supramolecular polymers were
thoroughly discussed [see, for instance, refs[7,11,31]] in view of their excellent dynamic and supramolecular
properties, including UPy-functionalized telechelics. Telechelics
are the most classical of supramolecular polymers, where the highly
directional physical interactions are applied by replacing some of
the covalent bonds with supramolecular ones.[32]
Here, the quadruple hydrogen bonding groupn> (n>an class="Chemical">UPy), by association via noncovalent interactions, endcaps a preformed short
polymer chain, leading to a strong increase of the virtual molecular
weight and to a concurrent improvement of its mechanical and rheological
properties. Such end–end associations also result in a further
enhancement of the SH capability of the supramolecular polymers due
to a longer linear chain extension.[33,34] The preformed
central segment is typically given by a thermoplastic polymer such
as polybutadiene, polystyrene, polyethylene, and so forth. Other polymeric
chain segments for UPy-based telechelics, such as PEG, indeed more
interesting for application in LIBs and SIBs, are less explored[35]
The SH UPyn>an class="Chemical">PEGUPypolymers were synthetized
as detailed in the Materials and Methods section (Scheme ) by the
covalent anchoring of isocyanate-functionalized UPy synthons to the
terminal OH groups of PEG (1:2 M ratio).
In principle, the reaction is simple, but the process must be optimized
to minimize the degree of PEG monofunctionalization. Indeed, monofunctional
species can work as chain stoppers in the supramolecular polymerization
of the difunctionalUPy telechelics. The experimental parameters favoring
the complete difunctionalization and then the telechelic formation
are (i) a prolonged heating (60 °C, 48 h); (ii) the optimal molar
ratio of the reagents, PEG, and isocyanate 1 (1:4); and the use of
hexane as the purification agent.
The obtained telechelics were first characterized by high-resolution
NMR and FTIR spectroscopies. Figure shows a representative spectrum for the case of the
UPyn>an class="Chemical">PEG795UPy sample.
Figure 2
(a) 1H NMR spectrum (300 MHz, 25° C) of polymer
2 in CDCl3; (b) DSC thermograms of UPyPEGUPy with different chain lengths compared to that of pure PEO6818 (300 KDa). The inset shows the Tg region; (c) melting enthalpy, ΔHm,s, and glass transition temperature, Tg, for all the investigated UPyPEGUPy samples.
(a) 1H NMR spn>ectrum (300 MHz, 25° C) of n>an class="Chemical">polymer
2 in CDCl3; (b) DSC thermograms of UPyPEGUPy with different chain lengths compared to that of pure PEO6818 (300 KDa). The inset shows the Tg region; (c) melting enthalpy, ΔHm,s, and glass transition temperature, Tg, for all the investigated UPyPEGUPy samples.
As clearly shown in Figure a, the UPy end-capn>ping of n>an class="Chemical">PEG moieties was successful. Specifically,
complete difunctionalization was proven by integration of the unique
proton resonances of the UPy moiety at ∼6 ppm and the unique
proton resonances of the PEG moiety (namely, those of the CH2 groups in the repeating unit) at ∼ 3.5 ppm. Furthermore,
the polymer purity is proved by the absence of unique proton resonances
of the starting material 1 (e.g., the signal of CH2 protons of the isocyanate moieties) (see the 1H NMR spectra reported in Figure S4).
All the collected spectra of UPyPEGUPy
(namely, polymers 2–5 in Scheme ) are fully consistent with the proposed structure
for each investigated n, as shown in Figure S5. A comparison among them also clearly
provides evidence of the increasing chain length of the PEG repeating
units. FTIR spectra were also collected for each UPyPEGUPy telechelic to further confirm the expected polymer
structure. The spectra do not show the vibrationalsignal at ∼3500
cm–1 typical of the OH bond stretching, which is,
in contrast, well evident in the case of pure PEG spectrum (Figure S6a–e). This further confirms the
point that the above-described reaction took place through the foreseen
mechanism.
In order to select the optimaln>an class="Chemical">UPy telechelic in terms of chain
dynamics, measurements of DSC were carried out on all the synthesized
polymers. PEG is a semicrystalline polymer with glass transition temperature, Tg, well below room temperature, and this property
is important to assure sufficient chain mobility and then self-repairing
ability. Figure b
compares the DSC traces of the UPyPEGUPy networks at different n values. All the polymers
show well-defined glass transition and melting phenomena, whose characteristic
temperatures, Tg and Tm, respectively, are influenced by the PEG molecular weight.
As expected, both the glass transition temperature and the melting
enthalpy increase with n, resulting in an enhancement
of polymer stiffness (see Figure c). The UPyPEGUPy crystalline
fraction is obtained from the ratio between the experimental melting
enthalpy, ΔHm,s, and the one expected
for a fully crystalline sample, assumed to be ΔHm = 206 J g–1.[36] It increases from 60% to about 85% by increasing n, whereas the glass transition temperatures remain below −22
°C even in the case of PEG795 (MW = 35 kDa). The thermograms also show another endothermal
phenomenon between 120° and 150 °C, whose intensity decreases
by increasing the PEG chain length. Such a broad signal is frequently
observed in PEO-based systems and is assigned to the endothermic mixing
between the crystalline PEG chain undergoing melting around 65 °C
and the metastable liquid phase originating at the polymer glass transition.[37]
The conjunction of these two properties, namely, low Tg and the presence of crystn>an class="Chemical">alline domains, is therefore
optimal to obtain polymers with high hydrogen bonding dynamics and
good mechanical strength. Taking into accounts such results, we opted
for UPyPEG795UPy (MW = 35 kDa)
as the SH UPy-telechelic unit for the blend component. Here, the amorphous
phase is enough to allow the rearrangement of the polymer chains and
to drive the healing of any cracks autonomously. At the same time,
the crystalline phase contributes to the polymer’s mechanical
properties helpful to contain the large fluctuations of the BP structure
in the anode.[22]
Finally, thermogravimetric ann>an class="Chemical">alysis showed that each investigated
telechelic is very stable from a thermal point of view with degradation
temperature exceeding at least 180 °C, independently on the PEG
chain length (see Figure S7).
SH UPyPEG795UPy—PEO Blend
The UPyn>an class="Chemical">PEGUPypolymers have no optimal MW to form films
with good free-standing properties. For this reason, the longer telechelic
(UPyPEG795UPy) was selected to be homogeneously mixed with
a higher MW polymer as PEO (300 kDa) to obtain a blend with a double
function, namely, (i) SH capability ensured by the telechelic unit
and (ii) good free-standing properties allowed by PEO. Specifically,
three blends UPyPEG795UPy—PEO were prepared by mixing
proper amounts of the single components to achieve the volume ratios
(v–v) 40–60, 50–50, and 60–40. In the
following, the samples will be labeled blend 40–60, blend 50–50,
and blend 60–40, respectively (see Table ). For the sake of clarity, here the first
number refers to UPyPEG795UPy and the second one to PEO.
Initially, the SH ability of the blends was qun>an class="Chemical">alitatively evaluated
by scratching with a razorblade 100 μm-thick films, prepared
as described in the Materials and Methods section, and following their spontaneous self-repairing upon time. Figure a shows the optical
microscopy images obtained for all the investigated blends, immediately
after cut (i, ii, iii) and after 2 h (i′, ii′, iii′).
In the first two cases, the cracks are fully healed. In contrast,
the SH of 60–40 is not recovered at all, as observed by comparing Figure iii,iii′.
In order to exclude the SH effects due to the PEO component, the same
test was also carried out on a pure PEO film, whose optical microscopy
image is reported in Figure S8, showing
that no crack is repaired even after 5 days of rest time.
Figure 3
(Above) Optical microscopy images of the (UPyPEG795UPy)—PEO
blends: 40–60 (i,i′), 50–50 (ii,ii′),
and 60–40 (iii,iii′), just cut (above), and during the
SH process (below). Bending test over time for the blends 40–60
(a,a′), 50–50 (b,b′), and 60–40 (c,c′).
(Above) Optical microscopn>y images of the (UPyPEG795UPy)—PEO
blends: 40–60 (i,i′), 50–50 (ii,ii′),
and 60–40 (iii,iii′), just cut (above), and during the
SH process (below). Bending test over time for the blends 40–60
(a,a′), 50–50 (b,b′), and 60–40 (c,c′).The repairing ability was also checked in terms of the reconstruction
of electric continuity. To this aim, a 50–50-based compopan class="Chemical">site
film was prepared including 15 vol % of conductive carbon (KS-10 Timcal).
This film was connected to a multimeter and then cut in two pieces
in order to follow the evolution with time of the film resistance. Figure S9 shows the gradual and full recovery
of the composite resistance after the sample crack toward the initial
value shown before the rupture.
In order to check the bending resistance of the blends, finally,
the films were kept under forced folding for at least 2 h, as shown
in Figure a–c.
While the samples 40–60 and 60–40 underwent partial
or complete rupture, 50–50 did not undergo fracture, remaining
well flexible for about 4 h (Figures b,b′ and 8b).These findings can be explained by the higher crystallinity observed
in the 50–50 sample, resulting in an increased mechanicn>an class="Chemical">al robustness,
as proved by the good agreement of the experimental evidence coming
from our multidisciplinary approach (DSC, 13C–1H solid-state NMR, and DMA), whose main results are summarized
in Table .
Figure a compares
the DSC thermograms of the three blends as prepared. Clear glass transition
(see the inset) and melting phenomena are observed. While n>an class="Chemical">all blends
exhibit a single Tg, the melting endotherms
are well structured, suggesting a physical mixing of multiple phases
with slightly different melting temperatures and enthalpies. Indeed,
all the blends exhibit Tg and ΔHm,s lower than those of pure UPyPEG795UPy and PEO components, resulting in semicrystalline systems where
the amorphous fraction is more extended and less viscous at ambient
temperature. However, 50–50 exhibits melting enthalpies of
10% and 20% higher than 40–60 and 60–40, respectively,
which suggests a larger fraction of crystalline domains. As the melting
enthalpy of 100% crystalline UPyPEGUPy
is not known, it is not possible to determine the amount of the crystalline
fraction from DSC data, and just the trend should be considered.
Figure 4
DSC thermograms of the (UPyPEG795UPy)—PEO blends
40–60, 50–50, and 60–40 (part a) and of the healed
part of the blend 50–50 (see the inset in Figure ii′). The glass transition
temperatures, Tg, are highlighted in the
figure insets.
DSC thermograms of the (UPyn>an class="Chemical">PEG795UPy)—PEO blends
40–60, 50–50, and 60–40 (part a) and of the healed
part of the blend 50–50 (see the inset in Figure ii′). The glass transition
temperatures, Tg, are highlighted in the
figure insets.
Figure b reports
the DSC plot of the healed part of the 50–50 sample. Here,
the severn>an class="Chemical">al melting peaks undergo coalescence, and the glass transition
temperature, Tg < −34 °C,
significantly decreases. Both these phenomena may be related to the
formation of new dynamic H-bonds driven by the approaching of the
UPy-terminated chains, which physically link the two components into
a unique and highly dynamic network. The repaired damagealso indicates
that the presence of crystalline PEG domains does not interrupt the
dynamic hydrogen bonding formation and the related properties.
As for the pure components, the blends are also thermally stable
at least up to 250 °C, as shown by the corresponding TGA plots,
reported in Figure S10.The blends were also investigated by means of solid-state NMR spn>ectroscopn>y. Figure a shows the n>an class="Chemical">1H one-pulse spectra, which exhibit narrow signals at ∼4.1
ppm, overlapped to broader bands centered at the same chemical shift.
Smaller features can be observed at ∼3.8 ppm and in the range
of 1.9–1.3 ppm. The main peak at 4.1 ppm can be associated
with the protons of the PEO units −(CH2–CH2–O)– present both in the PEO and UPy chains,
in good agreement with the attribution reported for the molecule in
solution (Figure a),
and the narrow and broad contributions can be attributed to signals
from the crystalline and amorphous polymer strands, respectively.[37,38] The small feature in the 3.8–3.5 ppm range, which shifts
to lower fields with increasing PEO content, can be associated with
the −CH2– moieties in the UPy-based polymer.
Finally, the small features in the 2.5–1.3 region can be associated
with the terminal methyl groups of the polymer chains, again in good
agreement with the attribution reported in Figure a.[38,39] The remaining protons
of the UPy unit could not be observed because of their low concentration.
Although the main peaks near 4 ppm are very similar, a closer inspection
shows some changes with the membrane composition (see the inset of Figure a). The main part
of the spectrum can be fitted in terms of three Gaussian contributions,
two of them centered at 4.1 ppm and the third one ranging in the range
3.8–3.5 ppm, depending on the composition. As previously stated,
this third component is associated with the CH2–
moieties of the UPy-based part of the polymer. The two components
at 4.1 ppm, in turn, can be attributed to system crystalline and amorphous
fractions.[38,39] The best fit performed on the
base of this simple model shows that the amorphous/crystalline fraction
does not vary linearly with the composition, but the 50–50
sample has the highest content of crystalline domains (see Table ). This trend has
been qualitatively confirmed by the same analysis performed on the 1H-decoupled 13C spectra (Figure b) on the sharp and broad resonances observed
for all the three samples at 71 ppm. Finally, 13C–1H CPMAS spectra, reported in Figure c, show the same main resonance at 71 ppm
due to the −(CH2–CH2–O)–
moieties in the polymer chains and smaller features associated with
the amide (∼175 ppm), aromatic rings (152–165 ppm),
and aliphatic portions (10–50 ppm) (see Figure c and the inset).[40] Again, all the spectra are very similar. However, upon normalization
to the main resonance, it is possible to observe that the 50–50
sample has a better signal-to-noise ratio than the other two compositions,
which is well evident in the aliphatic portion of the spectrum (see
the inset). This calls for a higher cross-polarization efficiency,
which can be due to different factors, that is, the lower mobility
of the interested fragments if the cross-polarization is associated
with intrachain mechanisms and/or to the shorter distance among fragments
if associated with the interchain ones. Both these mechanisms are
compatible with higher crystallinity of this sample, which is associated
with a closer packing of the polymeric chains, in agreement with the
results obtained from the DSC and DMA analyses.
Figure 5
(a) 1H spectra for the pristine blend 40–60 (blue),
blend 50–50 (green), and blend 60–40 (pink) compositions;
(b) 13C spectra for the pristine blend 40–60 (blue),
blend 50–50 (green), and blend 60–40 (pink) compositions;
and (c) 1H–13C CPMAS spectra for the
blend 40–60 (blue), blend 50–50 (green), and blend 60–40
(pink) compositions.
(a) 1H spn>ectra for the pristine blend 40–60 (blue),
blend 50–50 (green), and blend 60–40 (pink) compopan class="Chemical">sitions;
(b) 13C spectra for the pristine blend 40–60 (blue),
blend 50–50 (green), and blend 60–40 (pink) compositions;
and (c) 1H–13C CPMAS spectra for the
blend 40–60 (blue), blend 50–50 (green), and blend 60–40
(pink) compositions.
DMA was used to investigate the mechanicn>an class="Chemical">al properties of 50–50
and 40–60 blends. The 60–40 sample was not considered
due to nonefficient SH capability. Figure shows the frequency dependence of the storage
(G′) and loss (G″)
elastic moduli for the 50–50 (a) and 40–60 (b) samples,
at 20 and 60 °C, both pristine (B50–50 and B40–60)
and restored (SH-B 50–50 and SH B40–60). In the whole
temperature range, all the samples reveal storage modulus higher than
the loss one, which highlights their good elasticity. Nonetheless,
DMA analysis underlines some crucial differences between the samples:
Figure 6
(a,b) Frequency sweep tests, at 20 and 60 °C, for the (UPyPEG795UPy)—PEO blends: (a) blend 50–50 both pristine
B50–50 and self-healed SH-B50–50 and (b) blend 40–60
both pristine B40–60 and self-healed SH-B40–60. (c,d)
Master curves of storage (G′) and loss (G″) moduli reduced at a reference temperature of
40 °C: (c) blend 50–50 both pristine B50–50 and
self-healed SH-B50–50; (d) blend 40–60, both pristine
B40–60, and self-healed SH-B40–60. (e) Temperature evolution
of the storage moduli (G′) from 25 to 60 °C
performed on pristine blend 50–50 (B50–50), self-healed
blend (SH-B50–50), blend 40–60 (B40–60), and
self-healed blend SH-B40–60. (f) Stress–strain plot
for blend 50–50, both pristine B50–50 and self-healed
SH-B50–50; and blend 40–60, both pristine B40–60
and self-healed SH-B40–60.
The G′ moduli
of 50–50 is 127 MPa at 20 °C, which is roughly 30% higher
than that of 40–60 gel (96 MPa), thus implying greater mechanical
strength of the former blend, in agreement with the higher crystallinity
revealed by DSC and NMR;The self-healed 50–50 sample
exhibits higher elastic modulus than the pristine film. This is likely
due to a larger number of strong HBs between the two components (UPyPEG795UPy and PEO) taking place in such a blend;G′ decreases
upon heating (while G″ clearly increases)
due to the gradual weakening of the n>an class="Chemical">polymer structure. There is also
a slight dependence on the frequency of both modules for some samples,
with a reduction in the G′/G″ ratio below 10, which is typical of “weak gel”-like
systems.[41]
(a,b) Frequency sweep tests, at 20 and 60 °C, for the (UPyn>an class="Chemical">PEG795UPy)—PEO blends: (a) blend 50–50 both pristine
B50–50 and self-healed SH-B50–50 and (b) blend 40–60
both pristine B40–60 and self-healed SH-B40–60. (c,d)
Master curves of storage (G′) and loss (G″) moduli reduced at a reference temperature of
40 °C: (c) blend 50–50 both pristine B50–50 and
self-healed SH-B50–50; (d) blend 40–60, both pristine
B40–60, and self-healed SH-B40–60. (e) Temperature evolution
of the storage moduli (G′) from 25 to 60 °C
performed on pristine blend 50–50 (B50–50), self-healed
blend (SH-B50–50), blend 40–60 (B40–60), and
self-healed blend SH-B40–60. (f) Stress–strain plot
for blend 50–50, both pristine B50–50 and self-healed
SH-B50–50; and blend 40–60, both pristine B40–60
and self-healed SH-B40–60.
With regard to this last point, a different behavior is observed
in the case of self-healed 50–50 blend, which is able to maintain
the mechanicn>an class="Chemical">al properties of a “strong gel”-like system
(both modules independent from ω and with a G′/G″ ratio >10) even at relatively
high temperature (i.e., 60 °C).[42] In a nutshell, the SH process enhances the mechanical strength
as well as the thermostability of the 50:50 blend.
Master curves were constructed by using the “time–temperature
supn>erpon>an class="Chemical">sition (TTS)” principle, based on the Williams–Landel–Ferry
model.[43] This allows the prediction of
the mechanical behavior of polymers as a function of frequency over
time scales that are not experimentally accessible.[44,45] For each sample, the frequency sweeps acquired at five test temperatures
(from 20 to 60 °C every 10 °C) were shifted to the reference
temperature of 40 °C, allowing to extend the frequency window
from 0.01 mHz to 0.1 MHz (Figure c,d). In such a wide frequency range, all the membranes
show an elastic solid-like behavior since the elastic module G′ is averagely 10 times larger than the viscous
module G″. However, both the two 40–60
membranes and the pristine 50–50 one show module values approaching
toward the low-frequency region, which is an indication of a weakening
of the polymeric film. Accordingly, a clear loss of elasticity occurs
to the systems as a consequence of a “strong–weak” network transition. Despite this, no crossover between the
moduli was found in the whole frequency range, implying the absence
of “gel–sol”
transition. This indicates that the blends possess excellent stability
over a wide range of time scales, either in undamaged or in self-healed
state. These master curves also confirm the exceptional mechanical
properties of the 50–50 restored membrane, which maintains
a strong gel behavior on a wide range of time scales.
The temperature sweep tests on a heating–cooling cycle are
shown in Figure e,
where the temperature behavior of the storage modulus (G′), in the rann>an class="Chemical">ge 25–60 °C on the first heating
and cooling scan cycle, is displayed. All the samples exhibit a similar
behavior: G′ slightly decreases during heating,
but it is almost completely recovered on cooling. Actually, a certain
hysteresis is observed, which means that more time, less than 1 h,
is needed to fully recover the module to its initial value in cooling.
Indeed, the mechanical spectra executed on more thermal cycles are
practically superimposable (see Figure S11), clearly indicating the thermoreversibility of these systems.
Finally, Figure f shows the n>an class="Disease">stress–strain behavior of the pristine and self-healed
50–50 and 40–60 membranes up to the limit of their respective
linearity region. Undamaged blends exhibit similar tensile stress
(ca. 17.5 MPa), but the elongation at yield point
is higher for 40–60 (1.66%) than for 50–50 (1.33%).
Such higher elasticity is likely due to the rubber-like properties
of the network. As can be clearly seen, both the healed polymer films
can effectively self-recover to their original strain after a healing
duration of 24 h at room temperature. It is worth noting that the
self-healed 50–50 polymer can sustain a remarkably higher tensile
stress, that is, ca. 22 MPa, than the undamaged membrane, ca. 17 MPa. Such a massive increase in membrane strength
is clearly compatible with the formation of an efficient hydrogen-bonded
crosslinked structure.
Battery Cycling
To the best of our knowledge, contrary
to the n>an class="Chemical">silicon-based anodes, chemical SH of BP-based anodes for LIBs
or SIBs has not been explored yet. As described in previous reports,
the huge volume expansion (up to 300%) observed in this materials
upon cycling is typically managed by means of BP composites with high
amount of carbon, which acts as a volume buffer. Such a strategy is
in principle promising but causes a decrease of the volumetric energy
density and the success depends on several variables, including the
type of carbon, anode composition, electrolyte, and additives.[3]
This work describes, for the first time,
the use of a novel binder with SH ability in the aqueous processing
of n>an class="Chemical">BP anodes for SIBs. To this aim, the blend 50–50 (namely,
UPyPEG795UPy—PEO 50–50 volume ratio) was
selected as the SH polymeric component of the electrode due to its
excellent elastic properties and recovering ability. To properly evaluate
the repairing effect of such a binder on the electrochemical behavior
of BP in SIBs, the functional properties of the anode were compared
with those observed for the same anode including a conventionalCMC–PAA
binder. The galvanostatic behavior was evaluated on coin cells from
0.01 and 2 V versus Na+/Na at different
current densities by using sodium as the counterelectrode.
Figure a,b reports
the rate performances and the corresponding voltageprofiles of the
n>an class="Chemical">BP anodes made with the SH and the CMC–PAA binders. The BP
mass loading in the anode was 1.26 and 1.6 mg cm–2, respectively. Electrodes including different BP amounts were also
investigated, namely, 2.5 mg cm–2 for B50–50
and 1 mg cm–2, but no significant differences were
observed in the electrochemical performances (Figure S12 ad ref (6)). On cycling, the first cycle discharge (desodiation) capacity
is 2450 mA h g–1 at 0.18 A g–1 (corresponding to a cycling rate of C/20 based on the theoretical
capacity of BP 1C = 2596 mA h g–13), very close
to the theoretical one for both the anodes. Upon sodiation, both the
samples show a typical stepwise process related to the formation of
NaP species, followed by a pronounced
plateau at around 0.3 V versus Na metal, due to the
finalNa3P formation. After the first cycle, the discharge
capacity of SH anodes decreases up to 1700 mA h g–1, as typically observed in these systems. However, starting from
the second cycle, the cycling stability of the two electrodes is dramatically
different. After 25 cycles at the same current density (0.185 A g–1), the BP anode with a 50–50 binder retained
∼70% of the initial capacity, proving the SH agent ability
to assure stronger adhesion among the phosphorus particles, thus mitigating
structural instability. In contrast, the capacity of the anode with
a CMC–PAA binder abruptly drops to about 100 mA h g–1 after the first five cycles, corresponding to a capacity retention
less than 10%, in agreement with what is generally observed for pure
BP anodes.[6,46]
Figure 7
(a) Comparison of the rate performances of two BP anodes (0.05
C: I = 185 mA g–1; 0.1C: I = 371 mA g–1; 0.2C: I = 742 mA g–1; and 1C: 3708 mA g–1), including the SH binder (circles, blue: discharge; red: charge;
and light green: efficiency) and the conventional CMC–PAA (squares,
black: discharge; gray: charge; and dark green: efficiency), (b) voltage
profiles of the SH BP anode, (c) voltage profiles upon time at C/20
or 185 mA g–1 including a rest period of 48 h, and
(d) Nyquist plots collected during and at the end of the galvanostatic
cycling tests on the SH BP anode.
(a) Comparison of the rate performances of two BP anodes (0.05
C: I = 185 mA g–1; 0.1C: I = 371 mA g–1; 0.2C: I = 742 mA g–1; and 1C: 3708 mA g–1), including the SH binder (circles, blue: discharn>an class="Chemical">ge; red: charge;
and light green: efficiency) and the conventionalCMC–PAA (squares,
black: discharge; gray: charge; and dark green: efficiency), (b) voltage
profiles of the SH BP anode, (c) voltage profiles upon time at C/20
or 185 mA g–1 including a rest period of 48 h, and
(d) Nyquist plots collected during and at the end of the galvanostatic
cycling tests on the SH BP anode.
The impressive stabilizing effects of the 50–50 SH binder
is further confirmed when this anode is kept to rest for 48 h (see Figure a,c). Contrary to
the anode with n>an class="Chemical">CMC–PAA, after the cycling breaks, the SH anode
regains about 80% of the capacity lost during the first 25 cycles
at 0.185 A h g–1 (increasing from 1000 mA h g–1 to 1500 mA h g–1). This demonstrates
the maintenance of a good electric contact upon cycling, which is
secured by the autonomic healing of the mechanicalcracks through
the UPy-driven multiple hydrogen bonding. The repairing ability of
the binder also affects the electrode cycling performances. In fact,
as the current density increases, the specific capacity only slightly
decreases, achieving 1000 and 850 mA h g–1 at 0.371
A g–1 (C/10) and 0.742 A g–1(C/5),
respectively, with Coulombic efficiency very close to unit. Although
a definite plateau in the capacity behavior is not reached, as observed
in the case of SH pure Si anodes,[18,22] the binder
exhibits an impressive stabilizing effect even at high current densities.
In fact, the SH BP anode still works well around 500 mA h g–1. This result is better than those observed in the case of other
mitigation strategies, for instance, the introduction of Ge into BP
to enhance the elastic softness, for which similar capacity retention
was only observed at a 4 times lower current density.[46]
EIS was used to check the SH effect on the interfacial resistances
(see Figure d). The
spectra were obtained at the 20th cycle (i) before, (ii) after the
48 h rest period, and (iii) at the end of the cycling test. The charge
transfer resistance is in principle very low in both cases and undergoes
further decrease in consequence of the rest from 45 to 15 Ω.
This trend indicates the growth on the anode of a stable, thin, and
low-resistance SEI, which is able to protect the BP surface avoiding
abrupt capacity decays.In the case of CMC–n>an class="Chemical">PAA-based BP anode, charge transfer resistances
much higher than those measured for the SH electrode were obtained
by impedance spectroscopy measurements (Figure S13) after electrochemical cycling, namely, 1840 and 1221 Ω,
respectively. The spectrum at the end of the cycling test appears
more complex, likely because of the formation of one or more different
passivation layers, reasonably thicker than what, in contrast, noticed
in the B50–50 anode.
Finally, both topn>-view and cross-sectionn>an class="Chemical">al scanning electron microscopy
(SEM) images (Figure ) were collected on the cell before the galvanostatic cycling and
at the end of the whole tests (after 55 cycles at different current
densities). The top-view images (part a) provide evidence that the
SH anode displays a much more flat and smooth morphology with respect
to the CMC–PAA-based electrode, which shows even a much discontinuous
surface. This low rugosity is also maintained after electrochemical
cycling, where no significant increase of roughness is noted. A texture
of small grains distributed on the surface is also present reasonably
related to the SEI formation and byproducts of electrolyte decomposition.
Higher magnification of the SEM top-view images is included in Figure S14 of the Supporting Information. The
cross-sectional images (part b) show that the BP anode including the
SH binder is able to preserve the electrode morphology. The cross-section
of the pristine anode (a) reveals a slightly porous electrode with
a thickness of about 35 μm and a homogeneous distribution of
the particle sizes. Despite such low porosity, the Na migration along
the anode is still ensured thanks to a polymer chain-assisted mechanism,
allowed by the low Tg-PEG-based SH binder,
further plasticized by the carbonate liquid electrolytes. Except for
a slight increase of porosity, the cycled electrode does not reveal
any significant structural degradation or reduction of adhesion with
the current collector, which is still very good, contrary to what
is observed in the case of CMC–PAA binders where post-mortem
SEM-FIB/EDX revealed serious coating layer detachments from the Al
foil, as already shown in our previous paper.[6] In addition, the cycled electrode thickness does not increase, confirming
that such a binder prevents the BP anode from irreversible volume
expansion thanks to its SH ability.
Figure 8
(a) Top-view images of the CMC–PAA-based (up) and SH-based
(down) BP anode before and after cycling; (b) cross-sectional SEM
images of the pristine SH-based BP anode (up), and of the same electrode
observed after the end of galvanostatic cycling tests (down).
(a) Top-view images of the n>an class="Chemical">CMC–PAA-based (up) and SH-based
(down) BP anode before and after cycling; (b) cross-sectional SEM
images of the pristine SH-based BP anode (up), and of the same electrode
observed after the end of galvanostatic cycling tests (down).
Conclusions
For the first time to the best of our knowledge, we have reported
on a novel and sustainable n>an class="Chemical">polymeric blend with SH ability as a binder
in BP-based anodes for SIBs. The repairing reactivity is intrinsic
and based on dynamic multiple hydrogen bonding enabled by UPy-telechelic
networks. Specifically, we have successfully demonstrated that the
SH properties of the binder have remarkable beneficial effects on
both cycling performances and stability of the electrode in Na-ion
cells.
Although additionn>an class="Chemical">al work is necessary to meet the commercial requirements
of SIBs or LIBs, undoubtedly the SH performances of this binder are
very promising and will be further explored. In particular, our results
lay the groundwork to extend the use of the UPy-telechelic backbones
also to other electrochemically active materials suffering huge volumetric
changes, even in synergy with other strategies which already proved
their ability to improve the structural stability, for example, carbon
as a buffering agent.
Authors: S R White; N R Sottos; P H Geubelle; J S Moore; M R Kessler; S R Sriram; E N Brown; S Viswanathan Journal: Nature Date: 2001-02-15 Impact factor: 49.962
Authors: Pu Duan; Jessica C Moreton; Sergio R Tavares; Rocio Semino; Guillaume Maurin; Seth M Cohen; Klaus Schmidt-Rohr Journal: J Am Chem Soc Date: 2019-04-26 Impact factor: 15.419
Authors: Alexey A Bogdanov; Sergey V Panin; Pavel S Lyubutin; Alexander V Eremin; Dmitry G Buslovich; Anton V Byakov Journal: Sensors (Basel) Date: 2022-08-12 Impact factor: 3.847