3.2. CNC/MWCNT Cathode Pore Structure
Compared to MWCNTs, CNCs are a much denser carbon material with smaller pores that appear to remain unblocked even after the cathode is fully discharged [
16]. CNC and MWCNT cathodes both possess similar pore volumes from pores that are 100 nm in diameter or less (0.68 cm
3/g for CNCs and 0.60 cm
3/g for MWCNTs), a size range found to be the most effective for Li-O
2 battery performance [
19]. CNC cathodes, unlike those of MWCNTs, possess very few pores larger than 100 nm in diameter, pores that are thought to be too large to contribute significantly to Li-O
2 capacity (
Figure 3). Rather than storing Li
2O
2 in pores, CNC cathodes store it on the surface (
Figure 4). A composite cathode can be created by mixing CNCs into MWCNTs, in which the CNCs fill in much of the unused pore volume in the MWCNTs. This increases the number of pores that are 100 nm or less in diameter, a size range that is believed to be important for the continuous diffusion of oxygen through the cathode during discharge [
19,
23], providing the composite cathode with additional reaction sites. The optimal filling of the MWCNT macropores with CNCs is that which maximizes the density of those active pores while maintaining sufficient macroporosity for Li
2O
2 storage.
The changing pore structure and morphology of the CNC/MWCNT cathodes as a function of CNC mass fraction can be seen in SEM images (
Figure 5). Pristine MWCNT cathodes (
Figure 5a) show a highly porous structure with pores that are approximately 1 µm in diameter created by the entanglement of the MWCNTs. As CNCs are mixed into the MWCNTs (
Figure 5b, 50% of each by mass), they fill in the larger pores in the MWCNTs, decreasing the porosity and increasing the density of the cathode. When the cathode is entirely composed of CNCs (
Figure 5c), pores larger than ~100 nm in diameter are almost completely gone, resulting in a highly dense and relatively uniform surface.
The CNC/MWCNT cathode surface area was found to increase linearly with increasing the CNC mass fraction (
Figure 6,
Table S1). CNCs possess larger surfaces areas (205.9 m
2/g) than MWCNTs (93.7 m
2/g). Therefore, as the CNC mass fraction increases, the total surface area of the composite cathodes increases linearly in agreement with the rule of mixtures [
20].
where
is the specific surface area of the CNC/MWCNT composite, and f is the CNC mass fraction. A linear least-squares fit of the CNC/MWCNT surface area as a function of mass fraction, weighted by the standard deviations, returns surface areas of 105.4 ± 13.4 m
2/g and 201.3 ± 4.5 m
2/g for MWCNTs and CNCs, respectively.
The pore volume of CNC/MWCNT cathodes increases with an increasing CNC mass fraction up to 0.2 and decreases at greater CNC mass fractions (
Figure 7,
Table S1). The vast majority of the macroporosity of MWCNTs consists of pores that are too large to be measured by nitrogen gas adsorption isotherms, in excess of 100 nm in diameter. Adding CNCs to MWCNTs increases the measured porosity because they occupy unmeasured macropores while providing additional mesoporosity. Based on the rule of mixtures, a linear increase in mesoporosity is expected, but clearly not observed. Instead, a sharp increase in mesoporosity occurs as the CNC mass fraction increases to 0.2 before decreasing more steadily as the CNC mass fraction approaches 1. The increase in mesoporosity in CNC/MWCNT cathodes beyond that of either of the constituents indicates that additional mesopores are formed, likely at contact points between the CNCs and the MWCNTs. The random manner in which contact points between CNCs and MWCNTs occur and the physical impossibility of negative pore volume combined with the shape of the peak indicate a log-normal distribution of pore volume as a function of the CNC mass fraction. Thus, the measured porosity was fit to the combination of the linear contribution of the rule of mixtures plus the log-normal contribution of the additional porosity given by
where b is the y-intercept and m the slope of the linear porosity contributions of the MWCNTs and CNCs, A is the peak amplitude of the log-normal contribution of the additional porosity, x is the CNC mass fraction, µ is the mean of the CNC mass fraction’s natural logarithm, and σ is the standard deviation of the CNC mass fraction’s natural logarithm. The results of the fits are shown in
Figure 7, and the values determined for the parameters are listed in
Table S2.
The CNC mass fraction at which the most additional mesoporosity occurs is approximately 0.2. When the CNC mass fraction is greater than 0.2, CNCs increasingly contact each other rather than making additional contacts, and, consequently, fewer mesopores are created between CNCs and MWCNTs. As the mass fraction increases further, the number of mesopores forming between CNCs and MWCNTs decreases until the mesoporosity of a pure CNC cathode is reached.
The CNC/MWCNT weighted average pore diameter decreases as a function of an increasing CNC mass fraction (
Figure 8,
Table S1). CNC/MWCNT cathodes with a 0.5 CNC mass fraction showed a 13% decrease in their weighted average pore diameters compared to MWCNT cathodes, decreasing from an average of 77 nm to 67 nm. As the CNC mass fraction increases from 0.5 to 1, a 30% decrease in pore diameter is seen, from 67 nm to 47 nm. This deviation from that linearity predicted by the rule of mixtures occurs because the size of the additional mesopores created between CNC and MWCNTs upon the addition of CNCs is larger than the mesopores of the CNCs. The addition of larger mesopores increases the weighted average pore diameter in CNC/MWCNT cathodes relative to what is predicted by the rule of mixtures, resulting in a negatively skewed distribution that can be reasonably fit by a Gaussian plus linear function (Equation (6)).
where b is the y-intercept of baseline, m is slope of baseline, A is the peak amplitude, x is the CNC mass fraction, µ is the mean, and σ is the standard deviation. Fit parameter values are listed in
Table S2. The additional pores formed at a low CNC mass fraction are larger than those at a high mass fraction, peaking at a mass fraction of ~0.63, given by µ. The peak position occurs at a much higher mass fraction than that observed in the total porosity (
Figure 7), indicating that while the size of the pores formed increases, their gravimetric number density decreases. This is consistent with a decrease in the number of contact points between CNCs and MWCNTs with a decreasing MWCNT mass fraction, as expected.
The pore size distribution of the additional mesopores created by mixing CNCs into MWCNTs shows that most of the additional mesopores are around 100 nm in diameter across all CNC mass fractions (
Figure 9). These pore size distributions of the additional mesopores in CNC/MWCNT cathodes were determined by subtracting the predicted pore size distributions of CNC/MWCNTs cathodes (calculated using the rule of mixtures) from the pore size distributions measured from gas adsorption isotherms. At a CNC mass fraction of 0.25, additional mesopores with diameters between 40 and 80 nm are also present. As the CNC mass fraction increases to 0.5 and then 0.75, the number of additional pores ranging from less than ~80 nm and larger than 100 nm decreases and increases, respectively, increasing the weighted average pore diameter with a maximum value at ~0.63, as seen in the inset in
Figure 8.
3.3. CNC/MWCNT Cathode Performance
CNC/MWCNT composite cathodes obtain larger full depth of discharge gravimetric capacities than those achieved by either pure MWCNTs or CNCs (
Figure 10,
Table S1), peaking at a CNC mass fraction of 0.375 with an average of ~6560 mAh/g. Some cells reached capacities as large as 7300 mAh/g, a 47% increase in gravimetric capacity compared to pure CNCs and a 37% increase in gravimetric capacity compared to pure MWCNTs (note, our finding are within the range of capacity values for pure MWCNTs found in previous studies) [
8,
9,
10,
11,
12,
13,
14,
15]. The measured gravimetric capacities follow a log-normal distribution as a function of CNC mass fraction and were fit using the log-normal plus a linear function shown in Equation (5) (dashed line in
Figure 10) with fit parameter values listed in
Table S2. The CNC mass fraction of the maximum gravimetric capacity obtained from the fit, 0.33, is only slightly larger than that found for the maximum pore volume (
Figure 7) and near that found for the average pore diameter (
Figure 8).
The functional form of the dependence of the gravimetric capacity on mass fraction is remarkably similar to that of the total additional mesoporosity, indicating their close relationship. Additionally, the gravimetric capacity decreases as a function of mesopore volume with increasing CNC mass fractions (
Figure 11), corresponding to a decrease in average pore diameters (
Figure 8). This indicates that while gravimetric capacity is largely determined by total mesopore volume, larger pores result in a higher capacity than smaller ones, given the equivalent mesopore volumes. Smaller pores confine the reaction intermediates, such as O
2−, closer to the cathode. This in turn increases the rate of parasitic reactions that coat and passivate the carbon cathode with Li
2CO
3, decreasing the capacity [
21].
Volumetric capacities (
Figure 12,
Table S1) show a steady increase up to a mass fraction of 0.65 with little subsequent increase. This behavior can be understood by looking at the relationship between volumetric capacity, gravimetric capacity, and density given as
As the CNC mass fraction increases, the CNCs fill in the unused pore volume in the MWCNT cathodes, creating a denser cathode. The density of the CNC/MWCNT cathodes increases linearly with the CNC mass fraction in accordance with the rule of mixtures given in Equation (5) and shown in
Figure 13. Multiplying the gravimetric capacity, displaying a log-normal distribution, with the CNC/MCWNT density, which is linearly increasing with the CNC mass fraction, results in volumetric capacities that increase monotonically. Thus, the volumetric capacity is best fit by multiplying a log-normal function by a linear function and adding a linear function, shown by the dashed line in
Figure 12, and given by the function given in Equation (8). Fit parameter values are listed in
Table S2.
Gravimetric capacities based only on the mass of the storage material can greatly distort the capabilities of Li-O
2 cathodes by neglecting the mass of the electrolyte that fills their pores and that of the Li
2O
2 product. Thus, comparisons of Li-O
2 cathodes to each other or to cathodes of other battery chemistries (e.g., Li-ion) based on simple gravimetric capacities are generally invalid. True capacities [
18], which take the mass of the electrolyte in the cathode pores and Li
2O
2 product into account, allow for valid comparisons. Here they show a steady increase with an increasing CNC mass fraction up to a CNC mass fraction of 0.25 with little or no increase at higher fractions (
Figure 14,
Table S1). MWCNTs possess large macropore volumes that require electrolyte to fill, and thus relatively low true capacities. As the CNC mass fraction increases, filling in the macropores, the contribution of the mass of electrolyte diminishes. At higher mass fractions, the decreasing gravimetric capacity is offset by further decreases in the pore volume, resulting in a relatively unchanged true capacity.
Li
2O
2 toroidal particles form inside pure MWCNT cathodes (
Figure 15a), entangled in the MWCNTs. The discharged MWCNT cathode shows many large pores within which Li
2O
2 has not formed; the MWCNT cathode does not fully utilize its pore volume during discharge. CNC/MWCNT cathodes at a CNC mass fraction of 0.5 retain mesoporosity, but Li
2O
2 appears to fully occupy nearly all macropores, having formed almost entirely within the cathode (
Figure 15b). In addition, cracks form in which Li
2O
2 particles can be seen, suggesting that the cathode expanded. In pure CNC cathodes, Li
2O
2 particles completely cover the surface in a thick film in which the toroidal Li
2O
2 particles have intergrown.
Cathode porosities as a function of CNC mass fraction are given in
Table S3, as calculated using
where PV
cathode is the pore volume of the cathode (Equation (1)), m is the combined mass of MWCNTs and CNCs, and ρ
true is the true density of the cathode (2.1 g/cm
3). PV
meso is the combined mesopore volume of CNCs and MWCNTs and calculated using the log-normal fit shown in
Figure 7. PV
macro is the combined macropore volume of CNC and MWCNTs obtained from subtracting the calculated mesopore volume (PV
meso) from the cathode volume (PV
cathode). The volume of the Li
2O
2 product of full discharge, calculated using Equation (2), greatly exceeds the macroporosity of the cathodes at all CNC mass fractions. While it is apparent that significant, perhaps even most or all, mesoporosity is retained after full discharge, its inclusion is not sufficient to account for the Li
2O
2 volume which exceeds total porosity for all formulations other than pure MWCNTs. The increase in capacity with the addition of CNCs is accompanied by a decrease in macroporosity, resulting in a product volume of greater than 500% of the macroporosity of cathodes with CNC mass fractions exceeding 0.375, the formulation with the largest observed capacity. Thus, it is clear that the growth of peroxide within the macropores causes cathode expansion; however, expansion greater than ~500% results in electrode cracking and surface deposition and a further decrease in the capacity as a function of mesoporosity.
Cycling lifetimes follow a Gaussian distribution with the CNC mass fraction displaying maximum cycling lifetimes at a mass fraction of 0.5 where an average of 71 cycles were achieved (
Figure 16,
Table S1), a 51% and 65% increase over that of pure MWCNT and CNC cathodes, respectively. The cycle life was fit using Equation (11):
where b is the baseline, A is the peak amplitude, x is the CNC mass fraction, µ is the mean, and σ is the standard deviation.
The pore structure plays a critical role not only in the gravimetric capacity but in the cycle life as well. The cycle life is enhanced for all composite compositions, implying that the additional pores display better reversibility. Furthermore, its functional dependence is the same as that of additional pore diameter (
Figure 8, inset), peaking at similar mass fractions, suggesting that larger mesopores are responsible for the enhancement, perhaps due to reduced pore clogging.
Cycle life is optimized at a somewhat higher CNC mass fraction (0.5) than the full depth of discharge gravimetric capacity (0.375). The amount of Li2O2 that forms at this limited (500 mAh/g) depth of discharge occupies approximately 38% and 46% of the cathodes macropore volume at CNC mass fractions of 0.375 and 0.5, respectively. Therefore, cathode expansion may be avoided, with sufficient volume for product storage for either composition. The mesopore volume and average pore diameters of the samples are nearly identical; however, the longer cycling cathode has a larger surface area, implying that surface passivation is responsible for cell failure. Further increases to the mass fraction also increase surface area, but this is accompanied by a decreasing mesopore diameter and macroporosity and an increasing degree of macropore filling, indicating that pore clogging limits cycle life at high mass fractions.