Hongli Luab,
Shuangwei Zengab,
Dongni Zhaoab,
Jie Wangab,
Yin Quanab,
Fei Xuab,
Faqiang Lic and
Shiyou Li*ab
aSchool of Petrochemical Technology, Lanzhou University of Technology, Lanzhou 730050, P. R. China. E-mail: lishiyoulw@163.com; Fax: +86-931-7823001; Tel: +86-931-7823125
bGansu Engineering Laboratory of Electrolyte Material for Lithium-ion Battery, Lanzhou 730050, P. R. China
cSchool of Materials Science and Engineering, Linyi University, Linyi, Shandong 276005, P. R. China
First published on 29th July 2021
The optimizing method of electrolyte formulation is always vital for the development of high-performance lithium-ion batteries. Traditional optimization methods are mainly aimed at the optimization of the electrolyte composition type, and less attention is paid to the optimization of the composition proportion in a certain electrolyte formulation. In this paper, in order to balance the relationship between aluminum (Al) foil corrosion inhibition and battery electrochemical performance, the electrolyte system LiFSI0.6–LiBOB0.4–EC/DEC/EMC (1:1:1, by volume) was optimized by combining the simplex method, normalization and electrochemical testing. A lithium iron phosphate (LiFePO4) cathode with the optimized electrolyte of LiFSI0.53–LiBOB0.35–EC/DEC/EMC (1.3:1.5:1.5) delivers a high capacity (143.1 mA h g−1 at 0.5C) and remarkable cycle life (94.9% retention after 100 cycles) at 45 °C. The outstanding performance is attributed to the composition of the cathode electrolyte interphase (CEI) containing the solid and dense LiF, AlF3, B2O3 and Li2CO3. This provides a new method and idea for future electrolyte formulation optimization.
In this work, a method combining simplex optimization with electrochemical testing was proposed to optimize the electrolyte with five components (including a lithium salt and solvents) and obtain the desired results in a short time and an economical way. The excellent inhibition ability of the optimized electrolyte was further examined via X-ray photoelectron spectroscopy (XPS), analysis of Al foil corrosion and electrochemical impedance spectroscopy (EIS) measurements of LiFePO4/Li half cells, illustrating the effectiveness of the method and explaining the mechanism of excellent performance.
The electrolyte is consisting of five components. According to the requirements of simplex method, the initial simplex list should be determined by a list of five factors and six levels. The designed five factors table is shown in Table 1, which is the basis of preparing six groups of the initial electrolyte of E01–E06 in the Table 2. The first six columns of Table 2 are the specific representation of Table 1. The electrolyte of 0.6 mol L−1 LiFSI + 0.4 mol L−1 LiBOB–EC/DEC/EMC (1:1:1) is optimized. Additionally, the composition of electrolytes is calculated and designed accordance with simplex method.19–22
One | Two | Three | Four | Five | |
---|---|---|---|---|---|
① | 1 | 2 | 3 | 4 | 5 |
② | 2 | 3 | 4 | 5 | 1 |
③ | 3 | 4 | 5 | 1 | 2 |
④ | 4 | 5 | 1 | 2 | 3 |
⑤ | 5 | 1 | 2 | 3 | 4 |
⑥ | 6 | 6 | 6 | 6 | 6 |
Number | LiFSI (g) | LiBOB (g) | EC (mL) | DEC (mL) | EMC (mL) | CLiFSI (mol L−1) | CLiBOB (mol L−1) |
---|---|---|---|---|---|---|---|
E01 | 0.36 | 0.27 | 1.3 | 1.4 | 1.5 | 0.46 | 0.33 |
E02 | 0.38 | 0.29 | 1.4 | 1.5 | 1.1 | 0.51 | 0.37 |
E03 | 0.40 | 0.31 | 1.5 | 1.1 | 1.2 | 0.56 | 0.42 |
E04 | 0.42 | 0.33 | 1.1 | 1.2 | 1.3 | 0.62 | 0.47 |
E05 | 0.44 | 0.25 | 1.2 | 1.3 | 1.4 | 0.60 | 0.33 |
E06 | 0.46 | 0.35 | 1.6 | 1.6 | 1.6 | 0.39 | 0.38 |
(1) Seeking optimal index. Firstly, to determine the electrochemical tests for electrolytes according to the basic parameters of electrolyte, one of the most basic parameters is excellent film-forming property. That is to say, the formed CEI film is stable and contributes to the transport of lithium ions.28 The stability of CEI film is affected by its dielectric ability and the tendency against dissolving in electrolyte. The film-forming ability of electrolyte is evaluated by the test of leakage current at the interface. Secondly, the Al current collector passivated is another basic parameter. Al current collector is a key component of the cathode, and the electrochemical stability in the electrolyte directly determines the battery performance. The electrochemical stability of the Al collector in the electrolyte can also be tested by the leakage current.29 Another basic parameter of electrolyte is the enough high ionic conductivity to facilitate the transport of lithium ions, which can be obtained by conductivity meter.
(2) Normalizing the optimal index. The index of optimization is normalized, and the normalized results are considered to score electrolytes. We can directly judge the quality of electrolytes according to the score of the electrolytes.
(3) Optimization. It is critical and intricate to determine and choose the ultimate optimization index. Once the optimization index is determined, the optimization of electrolyte becomes easy. Then, the electrolyte is prepared and the optimization parameters are determined until the optimization parameters coincides with the actual results.
(4) Verifying the results. The reliability of the optimized results is verified by the battery test.
Fig. 1 Ionic conductivity for electrolytes with different concentration of LiBOB in the initial simplex at 25 °C. |
The electrochemical and physicochemical tests for electrolyte have been completed, and the optimal index was analysed depending on whether the sorted result of cycle performance is consistent with the sorted result of the ionic conductivity or the stability of CEI film for electrolyte. Fig. 3a shows the cycle performance of LiFePO4/Li half cells with six kinds of electrolytes, the cycle performance of E05 is the best in the six electrolytes. The six electrolytes were ranked by the cycle performance and the stability of CEI film, respectively, as shown in the Fig. 3b. As the value of the leakage current decreasing, the cycle performance of the battery improves. Namely, it shows that the sort of stability of CEI film is consistent with the cycle performance of the battery, which can be evaluated by the leakage current. However, the sort of the cycle performance of the batteries for the E06 electrolyte is abnormal in the trial. In theory, the electrolyte E06 with the lowest leakage current is supposed to have the best cycle performance. Compared with E05, the cycle performance of E06 is more stable and the discharge specific capacity is lower, hence the cycle performance of E06 is next to that of E05. It demonstrates that the cycle performance of battery is affected by the other properties of electrolyte. Although the leakage current of the electrolyte E06 is the lowest, E06 has the minimum concentration of LiFSI among the six electrolytes. The concentration of lithium ion (Li+) in the electrolyte is 0.78 mol L−1, the low specific discharge capacity is attributed to the lower content of Li+ in the electrolyte. The results suggests that it is not accurate to evaluate electrolyte only by the leakage current. Therefore, it is necessary to combine other indicators for comprehensive evaluation. Fig. 3c shows the rate performance of battery with different electrolytes. The variation trend of rate performance is theoretically consistent with the ionic conductivity. The rate performance is visually displayed through the sort, which is based on the ratio of the arithmetic mean of the specific discharge capacity during 5 cycles at 1C to that in 5 cycles at 0.1C. The larger the ratio, the better the rate performance. The sorting results for rate performance and ionic conductivity are shown in Fig. 3d. It clearly shows that the rate performance is dependent upon ionic conductivity of electrolyte. Obviously, the sorting of rate performance is consistent with ionic conductivity for electrolytes apart from the group E06 with the lowest concentration of LiFSI. The finding suggests that ionic conductivity could also serve as the evaluation index of electrolyte. There is a discrepancy between what really happened and the results of evaluating electrolyte by leakage current or ionic conductivity alone. The comprehensive index of electrolyte evaluation can be obtained by combining ionic conductivity and leakage current.
In our previous work,17 the corrosion mechanism of LiFSI-based electrolyte to Al current collector was studied at high temperature by adding LiBOB salt. It can be confirmed that in the electrolyte of LiFSIx–LiBOB(1−x), the larger the amount of LiBOB salt is, the better the passivation effect of the electrolyte on Al current collector will be. But from the point of view of battery performance, excessive amount of LiBOB salt will result in the thickening of the CEI film, which caused many problems, for example, it decreases the coulombic efficiency, increases the internal impedance and polarization, and reduces the discharge capacity of the battery. Compared with optimization before, there is no significant difference in the amount of LiFSI and LiBOB, while the ratio of EC, DEC and EMC vary significantly. Therefore, the performance of electrolyte is different before and after optimization. That is largely because solvents have different effects on the corrosion of Al collector. Therefore, the effect of solvents on corrosion was studied. The electrolytes of 1 mol L−1 LiFSI/EC, 1 mol L−1 LiFSI/DEC and 1 mol L−1 LiFSI/EMC were tested by cyclic voltammograms. The results are shown in Fig. 4.
The different solvents do have different effects on the corrosion process of Al foil. The first anodic scan was processed with the potential growing even after the scanning direction is reversed at 5.0 V (Fig. 4a). After reaching the maximum, the anodic current decreases rapidly and nears zero at around 3.8 V. This counter-clockwise CV shape manifests severe Al corrosion behavior.30–33 The Al foil is quite badly corroded in the electrolyte with EC, while the corrosion degree of Al foil in 1 mol L−1 LiFSI/DEC and 1 mol L−1 LiFSI/EMC are relatively weak. The phenomenon is related to the structure of three solvent molecules: EC with cyclic structure as well as DEC and EMC with linear structures. The lone electron pairs in three solvents play key roles in the solvation of Li+ ions. The cyclic molecular structure of the cyclic EC is compact and small, and it has strong solvation ability for metal ions. Besides, the dielectric constant and polarity of EC is higher than DEC and EMC. Therefore, the Al foil is quite badly corroded in electrolyte with EC.
In order to determine whether the corrosion curves in Fig. 4 actually caused by the dissolution of corrosion products by solvent, the concentration of Al3+ in electrolyte was measured by ICP measurement after the cyclic voltammetry (CV) test. The results are shown in Table 3. The results showed that the concentrations of aluminium ion (Al3+) in EC, DEC and EMC based electrolytes were 306.8 mg L−1, 196.7 mg L−1 and 273.7 mg L−1, respectively.
Electrolyte | 1 mol L−1 LiFSI/EC | 1 mol L−1 LiFSI/DEC | 1 mol L−1 LiFSI/EMC |
---|---|---|---|
Concentration of Al3+ (mg L−1) | 306.8 | 196.7 | 213.7 |
The concentration of Al3+ in EC-based electrolyte is the highest, it shows that the Al foil is quite badly corroded in the electrolyte with EC. The deposition layer on the surface of Al foil is serious destroyed by EC. That is to say, the solvent with high dielectric constant is not conducive to the stability of Al collector.
For ionic conductivity, the Ki value of each electrolyte is
For the leakage current, the leakage current Li of each electrolyte is
Si = Ki + Li |
After above-mentioned treatment, the Si of the initial electrolytes E01–E06 must have a minimum value, and the electrolyte with the minimum value is used as a reference point to find new electrolyte. The cut-off condition of the search process is to find a test point that with the Si value is maximum value, the search method is carried out according to simplex method. Table 4 shows the comprehensive scores of each group, including the three test points generated in the process of finding the maximum value of Si.
E01 | E02 | E03 | E04 | E05 | E06 | E07 | E08 | E09 | |
---|---|---|---|---|---|---|---|---|---|
σii | 6.79 | 6.70 | 6.63 | 6.30 | 6.83 | 6.43 | 6.81 | 6.78 | 6.82 |
Iii | 8.31 | 7.20 | 7.32 | 6.10 | 3.71 | 3.21 | 8.40 | 6.54 | 3.36 |
Ki | 0.92 | 0.72 | 0.62 | 0 | 1 | 0.24 | 0.96 | 0.91 | 0.98 |
Li | 0 | 0.22 | 0.2 | 0.43 | 0.9 | 1 | −0.02 | 0.35 | 0.97 |
Sii | 0.92 | 0.97 | 0.82 | 0.43 | 1.9 | 1.24 | 0.94 | 1.26 | 1.95 |
Table 4 shows that E05 group has the highest comprehensive score among the six groups for E01–E06 in the initial simplex optimal. These results are consistent with the sorting results of cycle performance and rate performance. It suggests that normalized for the optimization index is feasible. After three times of simplex optimization, as is shown in Table 5. We can obtain the possible maximum SE09 = 1.95. The composition of the E09 electrolyte is 0.53 mol L−1 LiFSI + 0.35 mol L−1 LiBOB–EC/DEC/EMC (1.3:1.5:1.5), denoted as LiFSI0.53–LiBOB0.35–EC/DEC/EMC (1.3:1.5:1.5). The E09 electrolyte is optimal.
Number | LiFSI (g) | LiBOB (g) | EC (mL) | DEC (mL) | EMC (mL) | CLiFSI (mol L−1) | CLiBOB (mol L−1) |
---|---|---|---|---|---|---|---|
E07 | 0.40 | 0.28 | 1.6 | 1.5 | 1.4 | 0.48 | 0.3 |
E08 | 0.41 | 0.31 | 1.3 | 1.3 | 1.3 | 0.57 | 0.41 |
E09 | 0.42 | 0.29 | 1.3 | 1.5 | 1.5 | 0.53 | 0.35 |
Fig. 5 Cycle performance (a) and rate performance data (b) of LiFePO4/Li half-cells with LiPF6-based electrolyte, unoptimized electrolyte and optimized electrolyte at 45 °C. |
We also analysed the corrosion inhibition of Al foil by electrolytes by disassembling the battery after cycling and carefully scraping off the material on the surface of electrode. The surface morphology of Al current collector is shown in Fig. 6. The fragments of electrode materials make no difference to the observation of the surface morphology. The surface of Al collector is flat without corrosion pit and crack in Fig. 6a, the contact between the electrode material and the Al collector is well without peeling (Fig. 6b). The phenomenon makes abundantly clear that the Al current collector is stable in the optimized electrolyte. There are small holes in Fig. 6c and there are shallow pits on the flat surface of the substrate in Fig. 6d, which is the result of hydrogen fluoride (HF) corrosion to Al current collector produced by decomposition of LiPF6.
The surface composition of Al current collector after cycle was characterized by XPS in the electrolyte before and after optimization, as is shown in Fig. 7. The F 1s spectrum (Fig. 7a1) shows two major peaks at 685.0 and 686.6 eV, confirming the presence of lithium fluoride (LiF) and aluminium fluoride (AlF3) on the surface of the Al foil. In addition, the minor peak located at 687.7 eV corresponds to Al(FSI)3.34,35 The B–O peak at 191.8 eV in the B 1s spectrum comes from the compound in the passive film containing B–O bond.36–38 The passivation film of Al collector was formed in the optimized electrolyte, and the decomposition products of LiBOB and LiFSI include boron trioxide (B2O3), LiF and AlF3. However, the decomposition products are mainly LiF and compounds containing B–O bond in the unoptimized electrolyte. Our previous research shows that the main corrosion products of Al foil in LiFSI based electrolyte are AlF3 and Al(FSI)3 at 45 °C. The reason for the formation of a large amount of Al(FSI)3 is the porosity of AlF3 and the continuous dissolution of Al foil. Compared with the unoptimized electrolyte, the proportion of Al(FSI)3 in the passivation film is low in the optimized electrolyte. It suggests that the compact AlF3 is formed, and the stability of Al current collector is increased. It indicates that AlF3 can inhibit corrosion. Additionally, the contents of AlF3 and B2O3 in the passivation film are increased in the optimized electrolyte. Compared with Fig. 7c1 and c2, it can be concluded that the proportion of solvent in the electrolyte does affect the formation of passivation film on the surface of Al current collector. Obviously, the content of lithium carbonate (Li2CO3) in the passivation film formed in optimized electrolyte is increased, which improves the firmness of the passivation film.39–41
Fig. 7 XPS spectra of the Al current collectors after cycle with the optimized (a1, b1, c1) and unoptimized (a2, b2, c2) electrolyte. |
To further analyze the effect electrolyte on battery, Nyquist plot (Fig. 8) was recorded after 100 cycles. The cell with the optimized electrolyte has a smaller interface impedance, which further shows that the CEI film formed on the electrode surface is stable and is beneficial to transportation of lithium ions. However, the interface impedance of LiPF6–EC/DEC electrolyte is the largest, which indicates that the film formed by LiPF6 electrolyte at 45 °C has poor lithium conductivity, which is not conducive to large rate charge and discharge. This is also the reason why the optimized electrolyte the rate performance is superior to LiPF6 electrolyte in 1C cycle.
Fig. 8 Nyquist plots of cycled LiFePO4/Li half-cells with optimized electrolyte, unoptimized electrolyte and LiPF6-based electrolyte. |
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