Rafal Sliz1, Juho Valikangas2, Hellen Silva Santos3, Pauliina Vilmi1, Lassi Rieppo4, Tao Hu2, Ulla Lassi2, Tapio Fabritius1. 1. Optoelectronics and Measurement Techniques Unit, University of Oulu, 90570 Oulu, Finland. 2. Research Unit of Sustainable Chemistry, University of Oulu, 90570 Oulu, Finland. 3. Fibre and Particle Engineering Research Unit, University of Oulu, 90570 Oulu, Finland. 4. Research Unit of Medical Imaging, Physics and Technology, University of Oulu, 90570 Oulu, Finland.
Abstract
N-methyl-2-pyrrolidone (NMP) is the most common solvent for manufacturing cathode electrodes in the battery industry; however, it is becoming restricted in several countries due to its negative environmental impact. Taking into account that ∼99% of the solvent used during electrode fabrication is recovered, dimethylformamide (DMF) is a considerable candidate to replace NMP. The lower boiling point and higher ignition temperature of DMF lead to a significant reduction in the energy consumption needed for drying the electrodes and improve the safety of the production process. Additionally, the lower surface tension and viscosity of DMF enable improved current collector wetting and higher concentrations of the solid material in the cathode slurry. To verify the suitability of DMF as a replacement for NMP, we utilized screen printing, a fabrication method that provides roll-to-roll compatibility while allowing controlled deposition and creation of sophisticated patterns. The battery systems utilized NMC (LiNi x Mn y Co z O2) chemistry in two configurations: NMC523 and NMC88. The first, well-established NCM523, was used as a reference, while NMC88 was used to demonstrate the potential of the proposed method with high-capacity materials. The cathodes were used to create coin and pouch cell batteries that were cycled 1000 times. The achieved results indicate that DMF can successfully replace NMP in the NMC cathode fabrication process without compromising battery performance. Specifically, both the NMP blade-coated and DMF screen-printed batteries retained 87 and 90% of their capacity after 1000 (1C/1C) cycles for NMC523 and NMC88, respectively. The modeling results of the drying process indicate that utilizing a low-boiling-point solvent (DMF) instead of NMP can reduce the drying energy consumption fourfold, resulting in a more environmentally friendly battery production process.
N-methyl-2-pyrrolidone (NMP) is the most common solvent for manufacturing cathode electrodes in the battery industry; however, it is becoming restricted in several countries due to its negative environmental impact. Taking into account that ∼99% of the solvent used during electrode fabrication is recovered, dimethylformamide (DMF) is a considerable candidate to replace NMP. The lower boiling point and higher ignition temperature of DMF lead to a significant reduction in the energy consumption needed for drying the electrodes and improve the safety of the production process. Additionally, the lower surface tension and viscosity of DMF enable improved current collector wetting and higher concentrations of the solid material in the cathode slurry. To verify the suitability of DMF as a replacement for NMP, we utilized screen printing, a fabrication method that provides roll-to-roll compatibility while allowing controlled deposition and creation of sophisticated patterns. The battery systems utilized NMC (LiNi x Mn y Co z O2) chemistry in two configurations: NMC523 and NMC88. The first, well-established NCM523, was used as a reference, while NMC88 was used to demonstrate the potential of the proposed method with high-capacity materials. The cathodes were used to create coin and pouch cell batteries that were cycled 1000 times. The achieved results indicate that DMF can successfully replace NMP in the NMC cathode fabrication process without compromising battery performance. Specifically, both the NMP blade-coated and DMF screen-printed batteries retained 87 and 90% of their capacity after 1000 (1C/1C) cycles for NMC523 and NMC88, respectively. The modeling results of the drying process indicate that utilizing a low-boiling-point solvent (DMF) instead of NMP can reduce the drying energy consumption fourfold, resulting in a more environmentally friendly battery production process.
In
recent years, batteries have become a crucial element of our
everyday life. Their pervasiveness is caused by a continuously increasing
amount of portable devices with higher computing power, larger displays,
and improved communication capabilities.[1] Within the scope of the internet of things (IoT) and 4th Industrial
Revolution, manufacturers are continuously introducing immense amounts
of battery-operated electronic devices in the market.[2] From another perspective, increasing environmental awareness
and ambitious CO2 emission reduction goals across the world
stimulate a transition from combustion engine-powered vehicles toward
battery-powered electric solutions.[3,4] Additionally,
the concept of a sustainable smart grid, where the energy generation
and storage systems are distributed, requires augmented battery systems
capable of storing energy for periods of increased energy generation
and provide additional capacity during elevated power consumption.[5] Regardless of application, current technological
advancements strongly rely on battery systems that are expected to
be inexpensive, lightweight, small, highly energy-dense, capable of
rapid charge–discharge, long-lasting, and safe.[6]The NMC cathode chemistry (lithium-nickel-manganese-cobalt-oxide
(LiNiMnCoO2)) of lithium-ion (Li-ion) batteries
belongs to one of the most successful battery systems obtained by
combining nickel, manganese, and cobalt at various ratios. Batteries
with NMC-based cathode chemistry demonstrate excellent overall performance:
high specific energy, low self-heating, and necessary lifespan (Figure a). However, in addition
to the economic and performance-related factors, the sustainability
of batteries becomes a critical aspect that needs to be taken into
account.[7]
Figure 1
NMC screen-printed batteries. (a) Characteristics
of NMC chemistry.
(b) Energy consumption occurring during battery manufacturing with
cathodes based on the NMP solvent.[10] Consumption
estimates for drying include both energy needed to evaporate and recover
the NMP solvent. (c) Optical microscopy and SEM insets demonstrating
delamination of printed cyrene-based NMC materials from the surface
of an aluminum current collector (in the insets, Al is colored blue).
(d) Sketch demonstrating screen printing of the cathode on the aluminum
current collector. (e) Fabricated pouch cells that underwent cycling
and characterization.
NMC screen-printed batteries. (a) Characteristics
of NMC chemistry.
(b) Energy consumption occurring during battery manufacturing with
cathodes based on the NMP solvent.[10] Consumption
estimates for drying include both energy needed to evaporate and recover
the NMP solvent. (c) Optical microscopy and SEM insets demonstrating
delamination of printed cyrene-based NMC materials from the surface
of an aluminum current collector (in the insets, Al is colored blue).
(d) Sketch demonstrating screen printing of the cathode on the aluminum
current collector. (e) Fabricated pouch cells that underwent cycling
and characterization.Data collected by Davidsson
provides evidence suggesting that a
100 kWh battery utilized in a long-range vehicle requires 5–6.5
MWh of energy for fabrication in a large-scale, well-optimized process
(without mining and raw material processing).[8] In addition, production of a cathode for a 100 kWh battery involves
∼100 L of the N-methyl-2-pyrrolidone (NMP)
solvent that is used in the cathode slurry formulation.[9] Although ∼99% of the NMP is recovered
and reused in the battery fabrication process, its relatively high
boiling point (202 °C) and low autoignition temperature (252
°C) impose increased energy demands and safety concerns during
the electrode drying process. Researchers point out that the NMP drying-recovery
processes require ∼40% of the energy needed for battery manufacturing
(Figure b).[10−13]NMP is commonly used as a solvent in pharmaceutical production,
chemical processing, and electronics, especially in the battery industry,
due to its excellent chemical and thermal stability.[14−16] In batteries, this dipolar aprotic solvent is used to dissolve polyvinylidene
fluoride (PVDF)—the most frequently utilized binder in the
cathode slurry formulation.[17] The low surface
tension of NMP (41 mN/m) allows enhanced wetting of the cathode material
slurries onto the current collector, consequently improving adhesion.[18,19]Despite excellent cathode slurry suitability (solvability
and low
volatility), the toxicity of NMP has come under increasing environmental
scrutiny by regulatory bodies in various countries. The United States
Environmental Protection Agency labeled NMP as a developmental toxicant.
In Europe, due to its classification as a reproductive toxin, NMP
is regarded as a substance of very high concern. In 2018, NMP was
added to the Registration, Evaluation and Authorization of Chemicals
(REACH) list, restricting its consumer application usage to <0.3%.[20]There have been numerous studies to investigate
the potential replacement
of NMP.[21] Aqueous processing of battery
electrodes is one of the most commonly applied approaches.[18,22,23] In addition to resolving the
problem of NMP toxicity, water significantly improves the energy efficiency
and safety of the fabrication process, thanks to its low boiling point
(100 °C). Nonetheless, water processing of cathodes introduces
two major challenges. The first concern is related to the need of
replacing the PVDF binder with water-soluble alternatives that provide
similar performance of the working electrodes, such as high thermal
stability, excellent adhesion, flexibility, and R2R process compatibility.[18,24] The second concern is related to undesired interactions of water
with the active material of electrodes. The cathode surface exposed
to water/moisture is prone to delithiation of the oxide and formation
of lithium salts.[25] Skrob et al. propose
another explanation to electrode deterioration, namely, the proton-lithium
exchange.[26] The degradation due to aqueous
processing is especially noticeable for high-Ni-ratio materials.[27,28] From the processing viewpoint, the high surface tension of water
introduces another set of difficulties related to wettability of the
slurries and cracking of NMC layers.[29]In addition to water, a number of alternative approaches have been
developed. Some of them include replacement of NMP with DMSO, cyrene,
or γ-valerolactone.[30−33] Another method involves solvent-free fabrication,
where the cathode material is sprayed-on or hot-pressed to the aluminum
current collector.[34]Although the
proposed “greener” solutions provide
encouraging results, they introduce challenges and shortcomings that
significantly limit their implementation. For instance, usage of DMSO
is linked to the insertion of sulfur impurities that negatively affect
the performance of the NMC cathodes.[31] From
the other perspective, green solvents such as cyrene and γ-valerolactone
provide promising solvability but the manufactured cathode layers
suffer from poor adhesion that affects the battery performance in
terms of specific capacity during cycling or Coulombic efficiency,
to name a few.[32,33]Figure c shows poor adhesion and NMC material delamination
from the aluminum current collector surface for the screen-printed
cyrene-based NMC slurries. Lastly, the current greener solvents have
higher boiling point temperatures than NMP, increasing the energy
consumption related to the drying process and solvent recovery (Table ).
Table 1
Comparison of Properties of Solvents
Used for the NMC Cathode Slurry
boiling point [°C]
autoignition temperature [°C]
surface
tension [mN/m at 25 °C]
viscosity [mPas]
NMP
202
252
41
1.66
DMSO
189
300
44
1.99
γ-valerolactone
207
524
29.4
2.18
cyrene
226
296
72.5
14.5
DMF
155
445
37.1
0.92
This work focuses on
the usage of dimethylformamide (DMF) as a
suitable solvent for NMC cathode fabrication. DMF is widely applied
in industries related to agricultural chemicals, oil and gas, fibers
and textiles, polymers, and refining.[35] DMF belongs to a group of polar aprotic solvents of similar properties
as NMP; the polarity (6.4) and dielectric constant (36.7) of DMF are
similar to those of NMP (6.7 and 32.2, respectively), allowing similar
slurry/ink formulation. Also, DMF dissolves the PVDF equally well
as NMP.[36] However, from the cathode fabrication
point of view, DMF offers four significant advantages: lower boiling
point that reduces the energy consumption during cathode drying, very
high autoignition temperature that decreases the safety concerns,
low surface tension that improves wettability and the adhesion of
cathode materials to the current collector, and low viscosity that
enables formulation of more NMC-concentrated slurries (Table ). Although DMF is also considered
a toxic solvent and has been recently added to the candidate list
of substances of very high concern, two important aspects need to
be taken into account: a closed-circuit cathode drying process that
allows 99% solvent recovery and relatively low toxicity of DMF-based
deposition methods compared to other semiconductor technologies, for
example, the fabrication of solar cells.[37,38]In addition to replacing NMP with DMF, this work utilizes
printed
electronics as a suitable and sustainable method of fabricating batteries.[39] In addition to selectivity, flexibility, and
electronics hybridization, printing is a unique method that enables
fabrication of batteries, generating a negligible amount of material
waste.[40] Thanks to upscaling potential
and roll-to-roll (R2R) compatibility, printing can provide large fabrication
capacity to produce battery elements and systems at nominal costs.[41]To the best of the authors’ knowledge,
the experimental
work presented here provides one of the first investigations into
screen printing of NMC523 and NMC88 cathode materials by utilizing
DMF as a slurry solvent (Figure c). To prove the suitability of DMF, we utilized NMC523
(LiNi0.5Mn0.2Co0.3O2)
as a well-established reference material. At the same time, a novel
NMC88 (LiNi0.88Mn0.03Co0.09O2) high-capacity material, with a significantly higher Li/Ni
ratio, was used to further demonstrate the potential of the proposed
method. For both cathode materials, we analyzed the DMF screen-printed
and NMP blade-coated cathodes and pouch batteries. The physicochemical
analysis of the printed and blade-coated NMC films was followed by
the assembly of coin and pouch cells that underwent 1000 charge–discharge
cycles (Figure d).
In addition, we numerically compared the drying time and related energy
savings for NMP and DMF solvents. This contribution offers a solution
to reduce the energy consumption during battery fabrication and usage
of NMP through the replacement with DMF, enabling broad applicability
and immediate implementation, thanks to the screen-printing compatibility.
Experimental Section
Printing and Slurry Preparation
The printing trials
were conducted using an Ekra E2 printer with Koenen stencil (VA 165–0.05
mm, W-Ø × 22.5°). First, the PVDF (Kureha #1100) was
predissolved with the respective solvent (NMP (Alfa Aesar, anhydrous,
99.5%) and DMF (Merck, anhydrous, 99.8%)) and magnetically stirred
for 6 h at 40 °C. Consequently, the carbon black (Timcal C45)
and the active material were added and mixed in a planetary centrifugal
bubble-free mixer (Thinky ARE 250) for 20 min at 2000 rpm. The active
material (NMC523 and NMC88) was mixed with PVDF binders and conductive
carbon black in a weight ratio of (92:4:4) and concentration of ∼1.27
g/mL. After mixing, the liquid-like slurry was similar to the slurries
reported by Wang et al.[42] Accordingly,
the NMP-based slurry was used to blade-coat the aluminum current collector,
with a foil thickness of 25 μm, and dried at 80 °C for
1 h. The DMF-based slurry was printed with the Ekra printer at a speed
of 30 mm/s and dried at 80 °C for 1 h. Moreover, to test the
screen-printer compatibility, a slurry with the cyrene solvent (same
protocol as for DMF) was prepared and screen-printed on the surface
of the aluminum current collector. To remove any solvent residues,
all cathodes were further dried in vacuum at 120 °C for 12 h.
After drying, the fabricated films were used for characterization
and battery assembly. Samples designated for battery assembly were
calendered three times (MTI Hot Rolls Press HR-02). Visual inspection
of the samples immediately revealed that the samples using cyrene
as the solvent demonstrate poor adhesion (Figure S9) and therefore were not used for assembling batteries. In
addition, to investigate the solvability of PVDF in NMP and DMF, two
sample solutions (PVDF concentration 4% wt.) with NMP and DMF were
magnetically stirred for 6 h at 40 °C, casted at the surface
of the aluminum foil, and dried at 50 °C for 1 h. The PVDF films
were consequently analyzed using SEM.
Cathode Characterization
The scanning electron microscopy
(SEM) surface and cross-sectional images (Figures , S1–S3, and S9) of the fabricated NMC films were performed using the electron microscope
Zeiss ULTRA plus FESEM. The morphology of the surface of the fabricated
NMC layers depicted in Figure , S1, and S2 was obtained using
a Bruker ConturGT optical profilometer in VSI mode. The images were
processed in the Gwyddion software and the final figures rendered
with the Paraview software. The crystalline structures of the phases
present in NMC materials were studied with X-ray powder diffraction
(XPD) measurements at room temperature, performed with a Pananalytical
instrument at 45 kV and 40 mA (model X’pert 3 MRD), using an
image plate detector and Cu Kα radiation (Kα1 = 1.54 Å).
The measurements were conducted at a scan rate of 0.0167°/min
in the range of 10–80° (2θ) and 0.017° 2Θ/step.
Phase identification and Rietveld refinement were conducted with PDXL
V.2 software (Rigaku, Japan) and a PDF-4+ 2020 database. The FTIR
characterization was conducted with a ThermoFisher Nicolet iS5 FTIR
spectrophotometer in the range of 4000–400 cm–1 in ATR mode with a diamond crystal. The TGA characterization was
conducted with TA Instruments SDT 650 device (alumina crucible) in
the temperature range of 30–1000 °C with a ramp of 10
°C/min, sample volume of ca. 100 μl, and N2 flow
rate of 100 ml/min. The electron probe microanalysis was performed
using JEOL JXA-8530FPlus device. The acquired WDS maps were further
transposed into the positions in an equilateral triangle by OriginPro
software. To calculate the cathode parameters (porosity, active material
loading, and cathode–anode balancing), the thickness and weight
of the calendered cathodes were measured with an electronic micrometric
screw (Schut, precision ±1 μm) and laboratory high-precision
balance (Ohaus Voyager Pro VP214C). The results are provided in Table S2. The pouch cells were balanced using
specific capacities of NMC523—180 mAh/g, NMC88—230 mAh/g,
and graphite—372 mAh/g. Cells were balanced so that the anode
capacity exceeds the capacity of the cathode by 10 ± 2%.
Figure 2
SEM characterization
of screen-printed and blade-coated samples
before calendering: (a) cross-sectional view of the NMP blade-coated
NMC layers; (b) cross-sectional view of the DMF screen-printed NMC
layers; (c) plane-view of the NMP blade-coated NMC layers; and (d)
plane-view of the DMF screen-printed NMC layers.
Figure 3
Surface
morphology characterization of NMC layers that consisted
of different solvents and deposition methods: (a) morphology of NMP
NMC523 blade-coated layer; (b) morphology of DMF NMC523 screen-printed
layer; (c) morphology of NMP NMC88 blade-coated layer; and (d) morphology
of DMF NMC88 screen-printed layer.
SEM characterization
of screen-printed and blade-coated samples
before calendering: (a) cross-sectional view of the NMP blade-coated
NMC layers; (b) cross-sectional view of the DMF screen-printed NMC
layers; (c) plane-view of the NMP blade-coated NMC layers; and (d)
plane-view of the DMF screen-printed NMC layers.Surface
morphology characterization of NMC layers that consisted
of different solvents and deposition methods: (a) morphology of NMP
NMC523 blade-coated layer; (b) morphology of DMF NMC523 screen-printed
layer; (c) morphology of NMP NMC88 blade-coated layer; and (d) morphology
of DMF NMC88 screen-printed layer.
Coin Cells
Two 2016-type coin cells were assembled
from each sample foil with metallic lithium as the counter electrode
and 1 M LiPF6 (Novolyte Technologies) in 1:1:1 EC/DEC/DMC (ethylene
carbonate, Sigma-Aldrich, anhydrous, 99%; diethyl carbonate, Sigma-Aldrich,
anhydrous, 99%; dimethyl carbonate, Novolyte Technologies, ≥99%,
sealed under nitrogen) as the electrolyte. Cells were first charged
at a constant current of 0.1 C until a cutoff voltage of 4.3 V. Consequently,
the charging continued with a constant voltage until the current decreased
to 0.015 C for the first two cycles. In subsequent charge cycles,
the same method was used but the current threshold was raised to 0.02
C. Discharge for the first two cycles was done at a constant current
of 0.1 C until 2.6 V was reached, followed by constant voltage discharge
until the current decreased to 0.015 C. For a rate test, a subsequent
discharge was done to 3.0 V with a different C rate. Cells were tested
at 25 °C.
Pouch Cells
One electrode pair pouch
cell (size 44
× 61 mm2) was prepared with a graphite anode (Hitachi),
an electrolyte of 1.15 M LIPF6 in EC/DMC/EMC (2:4:4), and 1% vinylene
carbonate. After the formation cycles, the pouch cells were first
charged at a constant current of 1 C until 4.2 V was reached, and
after that with a constant voltage until the current decreased to
0.03 C and discharged to 2.5 V at 1 C. Cells were tested at 25 °C.
Additionally, every 100 cycles, a capacity check cycle (0.2C/0.2C)
was performed. However, for the clarity of the figures, the capacity
checks were not plotted. For both coin and pouch cells, the theoretical
capacities used to calculate the C rate were 180 and 230 mAh/g for
NMC523 and NMC88, respectively. The battery assembly was performed
in a dry room at a temperature of 25 °C. The cycling process
was conducted with a Maccor Series 4000 battery cycler.
Results
and Discussion
To obtain an understanding of the differences
between various materials,
solvents, and fabrication methods, the surfaces and cross sections
of the fabricated cathodes (before and after calendering) were investigated
by scanning electron microscopy (SEM). Figure a,b shows a cross-sectional comparison of
NMC523 and NMC88 blade-coated with NMP as a solvent and screen-printed
with DMF as a solvent on an aluminum current collector. Regardless
of the material, solvent, or deposition method, the packing of the
NMC spheres is similar. The images demonstrate layer thicknesses of
∼35 to 50 μm and slightly different surface morphologies
according to the deposition method. Plane-view SEM images in Figure c,d provide more
insights regarding the distribution of the material on the surface
of the NMC layers. The blade-coated layers demonstrate better confinement
of large NMC spheres (Figure c), while the screen-printed layers indicate the presence
of more unconcealed spherical structures on the surface (Figure d). The SEM analysis
of the calendered samples (Figure S2a–d) shows that both thickness and roughness of the samples are reduced
after calendering, highlighting a more significant reduction for the
screen-printed samples.To quantify the observed topological
differences, optical profilometry
has been employed. Figure provides the results regarding the surface morphology of
the as-printed cathode layers, while Figure S2e–h provides morphology analysis of the electrodes after the calendering
process. The combined results of surface roughness for uncalendered
and calendered electrodes are presented in Table . The blade-coated layers are smoother, with
the surface RMS smoothness of 1.885 and 0.613 μm for NMP NMC523
and NMP NMC88, respectively. At the same time, the screen-printed
layers demonstrate RMS smoothness of 3.293 and 3.057 μm for
DMF NMC523 and DMF NMC88, respectively. Expectedly, calendering reduces
the roughness of all electrodes by ∼10 to 30% for blade-coated
samples and by 40–50% for screen-printed samples. The information
regarding thickness, active material loading, and porosity of the
calendered samples is provided in Table S2. Although the thickness of the calendered samples differs, their
calculated porosity is very similar, regardless of the material or
solvent. The optical profilometry methods have some limitations related
to absorptive materials, but the acquired results are in agreement
with the SEM findings.
Table 2
Surface RMS Roughness
(Sq) and Surface Mean Roughness (Sa) of As-Printed and Calendered NMC523 and NMC88
Cathode Layers
of a Projected Area of 0.27 mm2 Using NMP and DMF Solvents
NMP NMC523 blade-coated
DMF NMC523 screen-printed
NMP NMC88 blade-coated
DMF NMC88 screen-printed
as-printed Sq [μm]
1.885
3.293
0.613
3.057
as-printed Sa [μm]
1.482
2.586
0.462
2.374
calendered Sq [μm]
1.338
2.039
0.564
1.392
calendered Sa [μm]
1.010
1.559
0.434
1.063
To better
understand the cause of the morphology difference, the
DMF-based NMC523 slurry was blade-coated and characterized with SEM
and optical profilometry. The results are presented in Figure S1 and Table S1. The blade-coated samples
have lower surface roughness regardless of the solvent used. Therefore,
we attribute the difference in the surface morphology to particular
features of blade coating and screen printing. During blade coating,
the doctor blade passes through the surface, enforcing any larger
particles into the film. In screen printing, the mesh retracting from
the surface of the substrate allows larger slurry particles (NMC spheres)
to remain unburied, resulting in a rougher surface after the drying
process.The analysis of solvability suggests that both NMP
and DMF fully
dissolve the PVDF. However, the NMP-based solution tends to change
the color to brown, while the DMF solution remains transparent (Figure S3). This phenomenon is associated with
the dehydrofluorination degradation that visually appears as a color
change to yellow or amber. These results are in full agreement with
the previous research related to solvability of PVDF.[36] SEM images of the casted PVDF films presented in Figure S3 indicate a very similar behavior of
PVDF regardless of the used solvent. An insignificantly higher amount
of micropores in the PVDF-DMF film is attributed to an accelerated
evaporation of DMF.The influence of the solvent replacement
and employed printing
methods on the fabricated films was further analyzed with XRD and
FTIR. The XRD patterns of all inks (Figure a) show the expected (hkl) reflections of
a rhombohedral NMC (LiMnCoNiO2), thus confirming the expected
crystalline structure of the cathode material.[43] Expectedly, we have not noticed any peak related to the
reflections of PVDF, nor any significant broadening of the peaks due
to the amorphous structure of carbon black. Such results are expected
since the concentration of NMC is much higher than that of PVDF and
carbon black. Therefore, the consequent higher intensity of the NMC
peaks suppresses the XRD peaks of the other materials. Although it
is possible to notice a slight increment in intensity in the background
toward higher degrees in 2Θ, the Rietveld (RIR) refinement applied
in the diffractograms indicated 100% of NCM in all of the samples.
Figure 4
(a) XRD
patterns of NMC inks (top) compared with the reference
patterns of NMC, α-PVDF, and β-PVDF (bottom). (b) FTIR
analysis of NMC materials, PVDF, and CB. (c) TGA analysis of the formulated
slurries emphasizes the differences related to different boiling points
and densities of the solvents at temperatures up to 200 °C and
different compositions of the NMC material at temperatures above 550
°C.
(a) XRD
patterns of NMC inks (top) compared with the reference
patterns of NMC, α-PVDF, and β-PVDF (bottom). (b) FTIR
analysis of NMC materials, PVDF, and CB. (c) TGA analysis of the formulated
slurries emphasizes the differences related to different boiling points
and densities of the solvents at temperatures up to 200 °C and
different compositions of the NMC material at temperatures above 550
°C.The FTIR spectra of all samples
(Figure b) show similar
bands related to the vibrational
modes of carbon black (CB), α-PVDF, and β-PVDF. The D3d5 spectroscopic symmetry of NCM gives rise to
seven vibrational modes (4A2u + 3Eu); however,
the corresponding bands are seen in the spectral range between 670
and 235 cm–1, which is not well resolved or out
of the detection range of the utilized equipment.[44] The bands centered at 2978 and 2890 cm–1 are related to the asymmetric and symmetric stretching of the −CH2 groups of PVDF being observed in a similar position for all
samples.[45] The weak bands with a higher
intensity at 2640 cm–1 are related to the stretching
of the −C=O bonds of CB.[46] The sharp bands noticed at 1335 cm–1 are assigned
to the bending vibrations out-of-plane on the −CH2 groups of PVDF.[47] The following bands
at 1220, 1173, 1050, and 868 cm–1 are related to
the stretching of −COC groups of CB, symmetrical stretching
of the −CF2 groups of PVDF, bending of the–C–C
groups of PVDF, and bending of the conjugated −C=C groups
of BC, respectively.[46,48,49] All of the IR bands detailed above were observed in the same spectral
range for all samples. The following bands show small differences
between the samples NMC88 and NMC523, which may indicate changes in
the isomeric conformations of the PVDF according to concentration
changes in these systems. The band characteristics of β-PVDF
are seen at 840 cm–1 (bending of −CH2 coupled with asymmetrical stretching of −CF2) and 745 cm–1 (bending of −CF2), appearing more prominent in the NMC523 samples, while the broad
bands at 764 cm–1 are assigned to the bending of
−CF2 groups of α-PVDF being better observed
in the samples of NMC88.[47,49,50]The formulated slurries were characterized by thermogravimetric
analysis (TGA) that provided information regarding the influence of
the material and solvent on the slurry behavior. Figure c depicts the change in slurry
weight as a function of temperature. Expectedly, the DMF-based slurries
lose their weight faster than NMP-based slurries due to the different
boiling points of these two solvents (NMP 203 °C, DMF 153 °C).
Another difference is related to the variation of the level of plateau
after solvent evaporation. For DMF-based slurries, the plateau settles
at ∼60% of the total weight, while for NMP-based slurries,
the plateau establishes at ∼57% of the total weight. Expectedly,
the divergence comes from different densities of the used solvents
(NMP, 1.03 g/cm3; DMF, 0.944 g/cm3). Although
it is not critical from the perspective of slurry drying at normal
battery-fabricating conditions, the plots indicate material-related
differences at temperatures above 550 °C. This difference is
associated with different NMC ratios (50:20:30 vs. 88:03:09) and different
boiling points of the elements that compose NMC (Ni—1453 °C,
Mn—1244 °C, Co—1495 °C). Higher amount of
high boiling point Ni and lower amount of lower boiling point Mn in
NMC88 stabilize its weight for a longer time after the initial drop
at ∼550 °C.To compare the differences in elemental
distribution between various
samples, the electron probe microanalyzer (EPMA) in wavelength dispersive
spectrometry (WDS) mode was used. The most important advantage of
this method is that it can conduct reliable characterization of rough
samples and has much better energy resolution and high reproducibility.
In contrast, the commonly used SEM-EDX method suffers from low energy
resolution, poor reproducibility, and difficulties in appropriate
quantitative precision in rough samples. The generic elemental mapping
is provided in Figures S4–S7. However,
to provide more quantitative distribution and to better recognize
differences, we transposed the mapping data into ternary plots with
emphasis on carbon, fluorine, and combined NMC distribution (Figure ). In these plots,
the ratios of the three variables (C, F, and NMC) are depicted as
positions in an equilateral triangle. Expectedly, the plots indicate
very high ratios of the NMC material in the composition, while C and
F remain at low ratios. Interestingly, the DMF screen-printed samples
show that fluorine distribution differs from the blade-coated samples.
It is especially distinguishable for the NMC523 material where there
are some locations with over 20% of fluorine content. Also, as opposed
to the blade-coated samples, the screen-printed ones contain areas
without carbon. One of the aspects contributing to such behaviors
could be the higher surface roughness of the screen-printed layers
due to the relatively coarse stencil mesh. Another aspect involves
lower surface tension of DMF that promotes binding of carbon black
to the PVDF binder instead of the surface of the NMC.[42] The lower surface tension of DMF might accelerate sedimentation
of the NMC, affecting the distribution of the materials. The brown
color of the NMP-based PVDF solution indicates the gelation of the
PVDF solution (due to the formation of cross-links between adjacent
PVDF chains) that provides protection against sedimentation of the
NMC particles and allows more even distribution of the materials.[36,51]
Figure 5
Ternary
plots representing the distribution of C, F, and NMC in
the as-printed samples performed with an electron probe microanalyzer.
(a) Elemental distribution for NMP NMC523 blade-coated—the
overwhelming amount of NMC is accompanied with evenly distributed
C and F. (b) Elemental distribution for DMF NMC523 screen-printed—the
plot indicates high amount of NMC complemented with uneven distribution
of F, while C remains rather stably distributed. (c) Elemental distribution
for NMP NMC88 blade-coated—as in panel (a), an overwhelming
amount of NMC is accompanied by a fairly even distribution of F and
C. (d) Elemental distribution for DMF NMC88 screen-printed—the
plot indicates a high amount of NMC complemented with rather even
distribution of F and insignificant amount of areas with C deficiency.
Ternary
plots representing the distribution of C, F, and NMC in
the as-printed samples performed with an electron probe microanalyzer.
(a) Elemental distribution for NMP NMC523 blade-coated—the
overwhelming amount of NMC is accompanied with evenly distributed
C and F. (b) Elemental distribution for DMF NMC523 screen-printed—the
plot indicates high amount of NMC complemented with uneven distribution
of F, while C remains rather stably distributed. (c) Elemental distribution
for NMP NMC88 blade-coated—as in panel (a), an overwhelming
amount of NMC is accompanied by a fairly even distribution of F and
C. (d) Elemental distribution for DMF NMC88 screen-printed—the
plot indicates a high amount of NMC complemented with rather even
distribution of F and insignificant amount of areas with C deficiency.The blade-coated and screen-printed cathodes, after
calendering,
were used to fabricate coin and pouch batteries that underwent electrochemical
characterization and cycling process. Figure a depicts the influence of cycling on the
discharge specific capacity of pouch batteries using an NMC523 cathode
material. In addition, the Coulombic efficiency is plotted. The plots
indicate a decrease of specific capacity by ∼13% after 1000
charge/discharge (1C/1C) cycles, from 147 to 128 mAh/g. In addition,
the plots suggest that the performance of the DMF NMC523 screen-printed
battery is similar to its NMP NMC523 blade-coated cells. For both
NMP NMC523 blade-coated and DMF NMC523 screen-printed, the Coulombic
efficiency oscillates around 100%. Importantly, the increased variation
(±0.5%) between 500th and 700th cycles was caused by a laboratory
air conditioning system malfunction. Figure b shows the behavior of the cell batteries
during charging and at various discharging rates in the range of 0.1C–2C.
Although the charging plots are almost the same for the tested NMC523
samples, the discharge curves indicate slightly better performance
of DMF NMC523 screen-printed batteries at higher discharge currents
(1 C and 2 C), which is attributed to lower thickness of the DMF screen-printed
cathodes. A similar set of electrochemical analysis was conducted
for the NMC88 material. The cycling tests, depicted in Figure c, indicate a similar behavior
of the NMC88 batteries—decrease of the specific capacity by
10%, from 183 to 166 mAh/g after 1000 cycles, regardless of the fabrication
method and used solvent. The Coulombic efficiency remains stable at
almost 100%, with insignificant oscillation caused by temperature
variation between 570th and 770th cycles. Figure d shows a superior capacity of the batteries
with the NMC88 cathode material. At low discharge rates (0.1 C), the
capacity reaches 213 mAh/g. Importantly, the specific capacity of
the batteries is not affected by the fabrication method or solvent.
Figure 6
Electrochemical
characterization of fabricated batteries. (a) Influence
of cycling on retaining the capacity of pouch batteries using DMF
NMC523 screen-printed and NMP NMC523 blade-coated cathodes. Coulombic
efficiency of the pouch batteries with their respective cathodes.
(b) Comparison of the impact of the fabrication method and solvent
on the specific capacity of NMC523 coin-cell batteries at various
discharge rates. (c) Capacity retention and Coulombic efficiency of
batteries with differently fabricated NMC88 cathodes. (d) Impact of
the fabrication method and solvent on specific capacity of NMC88 coin-cell
batteries at various discharge rates.
Electrochemical
characterization of fabricated batteries. (a) Influence
of cycling on retaining the capacity of pouch batteries using DMF
NMC523 screen-printed and NMP NMC523 blade-coated cathodes. Coulombic
efficiency of the pouch batteries with their respective cathodes.
(b) Comparison of the impact of the fabrication method and solvent
on the specific capacity of NMC523 coin-cell batteries at various
discharge rates. (c) Capacity retention and Coulombic efficiency of
batteries with differently fabricated NMC88 cathodes. (d) Impact of
the fabrication method and solvent on specific capacity of NMC88 coin-cell
batteries at various discharge rates.To estimate the difference in drying time for NMP- and DMF-based
NMC cathodes, we calculate the drying ratio based on a model with
the following assumptions: slurry of NMC + C45 + PVDF (ratio 92:4:4),
solvent concentration of 1.27 g/mL, deposited rectangle of 20 ×
10 cm2, and thickness of 100 μm. In terms of volume,
the solvent represented ∼77% of the slurry volume. The evaporation
rate of the solvent, Revap, was calculated
using eq (52)where Km is the
mass transfer coefficient, L is the length of the
drying film, Pv is the vapor pressure
of the solvent, R is the universal gas constant,
and T is the absolute temperature. Further details
of the calculations are provided in the Supporting Information. Our model indicates that a 100 μm thick
rectangle of NMP-based NMC slurry requires 671 s of drying at a temperature
of 100 °C, while the same rectangle with DMF-based NMC slurry
needs only 143 s at 100 °C. This calculation shows an over fourfold
reduction in drying time, favoring DMF over NMP. Considering the data
reported by Davidsson that fabrication of a 100 kWh battery (without
raw material processing) consumes 5–6.5 MWh of energy and solvent
drying/recovery stands for ∼40% of the total energy (for NMP),
the drying/recovery consumes 2–2.6 MWh.[8,10] Replacement
of NMP with DMF offers fourfold reduction of energy needed for solvent
drying/recovery. Therefore, the total energy needed to fabricate a
100 kWh pack will be reduced to 3.5–4.55 MWh, representing
∼30% reduction of energy demand. Although the provided values
are just an approximation, they are in line with similar studies that
estimated 43% reduction of energy consumption using water as a solvent.[53]The results reveal that the proposed method
of using screen printing
and DMF allows the fabrication of batteries without compromising their
performance. Importantly, the low boiling point and high autoignition
temperature of DMF enable energy-efficient and safe fabrication of
NMC cathodes.Compared to the NMP blade-coated samples, the
DMF screen-printed
ones demonstrate increased roughness and differences in the material
distribution. At the same time, these factors do not significantly
affect the electrochemical performance of the fabricated batteries.
An important factor that needs to be taken into account is the calendering
that reduces the roughness and improves the long-range electrical
contacts.[54]The FTIR results suggest
a need for further investigation of occurrence
of β-PVDF, which is more prominent in the NMC523 samples and
might be one of the contributors affecting the battery performance.
In addition, future works shall focus on the analysis of different
green solvents, their printing compatibility, and more extensive cycling
and higher charge/discharge rates that might be especially attractive
for the EV industry. Naturally, screen-printing compatibility of the
proposed method enables another avenue of battery development related
to the implementation of cathodes of various application-designed
shapes.
Conclusions
This research demonstrates that the proposed
method of screen printing
associated with the usage of DMF as a replacement for blade coating
and NMP is a valuable alternative that provides similar results, and
it benefits from the advantages of using DMF and screen printing.
Both the NMP blade-coated and DMF screen-printed batteries show superior
performance, retaining 87 and 90% of their capacity after 1000 (1C/1C)
cycles. The physicochemical analysis reveals that the DMF-based, screen-printed
cathodes possess increased roughness and slightly uneven distribution
of the PVDF, factors which, however, do not negatively affect the
battery performance due to the calendering process prior to battery
assembling. The usage of NMC523 and NMC88 emphasizes the universality
and high applicability of the proposed method. Although DMF does not
belong to a group of “green” solvents and further research
is needed, this study demonstrates that usage of suitable low-boiling-point
solvents will benefit the battery industry by reducing the cell manufacturing
energy consumption by ∼30%, supporting the reduction of greenhouse
gas emission during battery fabrication.
Authors: Robert Reinhardt; Ioannis Christodoulou; Santiago Gassó-Domingo; Beatriz Amante García Journal: J Environ Manage Date: 2019-06-03 Impact factor: 6.789
Authors: Rafal Sliz; Marc Lejay; James Z Fan; Min-Jae Choi; Sachin Kinge; Sjoerd Hoogland; Tapio Fabritius; F Pelayo García de Arquer; Edward H Sargent Journal: ACS Nano Date: 2019-09-30 Impact factor: 15.881
Authors: Jean E Marshall; Anna Zhenova; Samuel Roberts; Tabitha Petchey; Pengcheng Zhu; Claire E J Dancer; Con R McElroy; Emma Kendrick; Vannessa Goodship Journal: Polymers (Basel) Date: 2021-04-21 Impact factor: 4.329