*Article* **Improvement of Lithium Storage Performance of Silica Anode by Using Ketjen Black as Functional Conductive Agent**

**Guobin Hu 1,†, Xiaohui Sun 1,†, Huigen Liu <sup>1</sup> , Yaya Xu <sup>1</sup> , Lei Liao 2,\*, Donglei Guo <sup>2</sup> , Xianming Liu <sup>3</sup> and Aimiao Qin 1,\***


**Abstract:** In this paper, SiO<sup>2</sup> aerogels were prepared by a sol–gel method. Using Ketjen Black (KB), Super P (SP) and Acetylene Black (AB) as a conductive agent, respectively, the effects of the structure and morphology of the three conductive agents on the electrochemical performance of SiO<sup>2</sup> gel anode were systematically investigated and compared. The results show that KB provides far better cycling and rate performance than SP and AB for SiO<sup>2</sup> anode electrodes, with a reversible specific capacity of 351.4 mA h g−<sup>1</sup> at 0.2 A g−<sup>1</sup> after 200 cycles and a stable 311.7 mA h g−<sup>1</sup> at 1.0 A g−<sup>1</sup> after 500 cycles. The enhanced mechanism of the lithium storage performance of SiO<sup>2</sup> -KB anode was also proposed.

**Keywords:** silica-based anode; Ketjen Black; electrochemical properties; lithium-ion battery

## **1. Introduction**

Lithium-ion batteries (LIBs) have attracted much attention due to their high energy density and long cycle life. To meet the demand for scaled-up LIBs, the development of electrode materials with high performance is necessary. Graphite is widely used as anode material for LIBs [1], however, its theoretical lithium storage capacity is relatively low, only 372 mA h g−<sup>1</sup> . Therefore, silicon-based anode materials with higher theoretical specific capacity (4200 mA h g−<sup>1</sup> ) are considered to be anode materials for next-generation LIBs [2–4]. However, the severe volume expansion (>300%) associated with the various phase transitions during the intercalation and escape of lithium in/out Si particles have been a major disadvantage, as this led to rapid capacity fading and significantly limited commercial application [5]. Although novel silicon anodes with nanosphere [6,7], nanotube [8,9], core-shell structure [10,11] and other new structures could improve the cycling performance [12,13], the complicated process and expensive preparation technology are prohibitive. In addition, the low initial coulombic efficiency and the poor conductivity also limited its application [14–16]. Compared to elemental Si anode, silicon oxides show a smaller volume change during cycling. Furthermore, when using silicon oxides as anodes, the in situ generated Li2O and lithium silicates during the first lithiation may buffer the large volume change and lead to the improvement of cycling stability. In cutting-edge researches, silica [17] with hollow [18], porous [19,20], and other special structures were composited with carbon [19,21,22], graphite [23], metal [24], and metal oxides [25–28] to improve its conductivity and lithium storage performance. These methods could effectively improve the electrochemical performance of silica anodes.

**Citation:** Hu, G.; Sun, X.; Liu, H.; Xu, Y.; Liao, L.; Guo, D.; Liu, X.; Qin, A. Improvement of Lithium Storage Performance of Silica Anode by Using Ketjen Black as Functional Conductive Agent. *Nanomaterials* **2022**, *12*, 692. https://doi.org/ 10.3390/nano12040692

Academic Editors: Xiang Wu and Jung Woo Lee

Received: 16 January 2022 Accepted: 8 February 2022 Published: 19 February 2022

**Publisher's Note:** MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

**Copyright:** © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).

Carbon conductive agents, which were added during the electrode manufacturing process, played an important role in the impedance and electrode density. However, their functional mechanism still needs further investigation [29,30]. The literature has reported that conductive agents could be used as the mediator [31] to form a conductive network in electrodes, reducing the contact resistance of the electrode and improving the electron transport rate. Commercial carbon black, such as acetylene black (AB) and Super-P (SP), have been used as conductive agents in LIBs [32,33]. Compared with AB and SP, Ketjen Black (KB) has the advantages of large specific surface area, excellent electrical conductivity, and relatively narrow pore size distribution, when used as the conductive agent [34]. However, the systematic study of the effect of KB on silica anodes is sparsely reported.

Herein, a network nanostructure of silica (SiO2) anode material using KB as a conductive agent with high electrochemical performance was prepared. The effects of KB on the electrochemical performance of silica anode materials were systematically studied. Furthermore, the enhanced storage mechanism of the SiO2-KB anode materials was proposed. This work revealed that the type of conductive agent played a key role on the electrochemical performance of anode materials.

#### **2. Materials and Methods**

#### *2.1. Synthesis*

Briefly, SiO<sup>2</sup> aerogels were prepared by the sol–gel method [35]. It was obtained by taking 8 mL of anhydrous ethanol in a beaker, adding ammonia to adjust the pH to 9–10, then slowly adding 0.5 mL of TEOS, and left for 4 h at room temperature before adding 1 mL of deionized water to prepare the gel, and freeze-drying to obtain SiO<sup>2</sup> aerogels.

SiO<sup>2</sup> nanospheres were obtained by first taking 3 mL of NH3·H2O and 60 mL of alcohol to be mixed and stirred thoroughly, then 1.5 mL of TEOS was added into the above solution and continued stirring for 10 h at room temperature to obtain a white emulsion, finally the solid product was collected by centrifugation, washed several times with distilled water and alcohol, and dried at 70 ◦C for 12 h in a vacuum.

#### *2.2. Materials Characterization*

Morphological and compositional analyses for the as-prepared sample were performed with Transmission Electron Microscope (TEM, JEM-2100F, JEOL Inc., Tokyo, Japan) and field emission scanning electron microscopy (SEM, S-4800, HITACHI Inc., Tokyo, Japan), respectively, the crystallographic structure of the obtained SiO<sup>2</sup> were characterized by X-ray diffraction (XRD, X' Pert PRO, PANalytical Inc., Almelo, The Netherlands), the chemical component of the SiO<sup>2</sup> anode was investigated using an X-ray photoelectron spectroscope (XPS, ESCALAB 250Xi, Thermo Fisher Scientific Inc., Waltham, MA, USA) using Al kα radiation, the electrical resistance and electrical resistivity were tested by four-point probe meter (FPM, RTS-2A, 4 PROBES TECH Inc., China).

#### *2.3. Electrochemical Measurements*

The working electrodes were fabricated by compressing a mixture of the active materials (SiO<sup>2</sup> nanospheres), a conductive material of KB, AB, or SP, and a binder of polyvinylidene fluoride at the mass ratio of 50:30:20 onto Cu foil current collector (10 µm in thickness), then dried at 110 ◦C for 12 h. 0.1 mL of 1 M LiPF<sup>6</sup> in EC/DMC/DEC (Ethylene carbonate/Dimethyl carbonate/Diethyl carbonate) with volume ratio of 1:1:1 was used as the electrolyte, electrochemical experiments of half cells were carried out in CR2025 coin-type cells, 0.6 mm thick lithium discs are used as counter electrodes, and Polypropylene diaphragm type Celgard 2500 as battery separator. The cells were assembled in an argon-filled glove box (MIKROUNA, LAB2000, Shanghai, China). The specific capacity was measured by a galvanostatic discharge–charge method in the voltage range between 3.0 V and 0.01 V at a current density of 100 mA g−<sup>1</sup> with SiO<sup>2</sup> as the active material mass on a battery test system (Neware, BTS 5 V 10 mA, Shenzhen, China). Cyclic voltammetry was performed

using an electrochemical workstation (CV, CHI 690D, CH Instruments Ins, Wuhan, China) between 3 V and 0.01 V (vs. Li/Li<sup>+</sup> ) at a scan rate of 0.5 mV s−<sup>1</sup> . battery test system (Neware, BTS 5 V 10 mA, Shenzhen, China). Cyclic voltammetry was performed using an electrochemical workstation (CV, CHI 690D, CH Instruments Ins, China) between 3 V and 0.01 V (vs. Li/Li<sup>+</sup> ) at a scan rate of 0.5 mV s−1 .

V and 0.01 V at a current density of 100 mA g−1 with SiO<sup>2</sup> as the active material mass on a

#### **3. Results and Discussion 3. Results and Discussion**

Figure 1a shows the SEM image of the SiO<sup>2</sup> aerogel, and it can be seen that the prepared SiO<sup>2</sup> aerogel particles are uniform in size with sphere in shape. Figure 1b shows that the average size of SiO<sup>2</sup> aerogel particle is about 100 nm. Figure 1c is the XRD pattern of the SiO<sup>2</sup> aerogel, the crystal structure of the prepared silica aerogel only shows a broad diffraction peak at around 23◦ , indicating an amorphous structure. Figure 1a shows the SEM image of the SiO<sup>2</sup> aerogel, and it can be seen that the prepared SiO<sup>2</sup> aerogel particles are uniform in size with sphere in shape. Figure 1b shows that the average size of SiO2 aerogel particle is about 100 nm. Figure 1c is the XRD pattern of the SiO<sup>2</sup> aerogel, the crystal structure of the prepared silica aerogel only shows a broad diffraction peak at around 23°, indicating an amorphous structure.

*Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 3 of 13

**Figure 1.** SEM (**a**), TEM (**b**) image, and XRD (**c**) pattern of silica aerogel. **Figure 1.** SEM (**a**), TEM (**b**) image, and XRD (**c**) pattern of silica aerogel.

Figure 2 shows the TEM and elemental mapping images of SiO<sup>2</sup> aerogel mixed with different conductive agents, respectively. It can be seen that different conductive agents form different structures when combined with silica aerogel. Figure 2a shows that the aerogel mixture with KB (SiO2-KB) has an internet structure with uniformly dispersed nanoparticles, which indicates that a conductive network can be formed to provide a large number of effective conductive pathways and contacts for Li-ions. Furthermore, the elemental distribution shows a cobweb-like carbon chain pathway. For comparison, we also investigated the differences in the composition of the conductive pathways of SiO2-SP and SiO2-AB, respectively, under identical conditions. Figure 2b shows that the SiO2-SP has a branched structure with larger SiO2 particles and more agglomerates than that of SiO2-KB. Figure 2c shows that the SiO2-AB stacks together and has more agglomerate structure than that of SiO2-SP and SiO2-KB. Therefore, it is clear that the SiO2-KB has the best dispersion, indicating it has excellent conductive network channels. Figure 2 shows the TEM and elemental mapping images of SiO<sup>2</sup> aerogel mixed with different conductive agents, respectively. It can be seen that different conductive agents form different structures when combined with silica aerogel. Figure 2a shows that the aerogel mixture with KB (SiO2-KB) has an internet structure with uniformly dispersed nanoparticles, which indicates that a conductive network can be formed to provide a large number of effective conductive pathways and contacts for Li-ions. Furthermore, the elemental distribution shows a cobweb-like carbon chain pathway. For comparison, we also investigated the differences in the composition of the conductive pathways of SiO2-SP and SiO2-AB, respectively, under identical conditions. Figure 2b shows that the SiO2-SP has a branched structure with larger SiO<sup>2</sup> particles and more agglomerates than that of SiO2-KB. Figure 2c shows that the SiO2-AB stacks together and has more agglomerate structure than that of SiO2-SP and SiO2-KB. Therefore, it is clear that the SiO2-KB has the best dispersion, indicating it has excellent conductive network channels.

To further confirm the effects of the three conductive agents on the electrochemical performance of SiO<sup>2</sup> anode, a four-probe electrical resistance test was carried out and the result is shown in Table 1, the type of conductive agents plays an important role on the electrical resistance of SiO<sup>2</sup> anode. KB provides much lower electrical resistance and electrical resistivity than SP and AB for SiO<sup>2</sup> anode, which is helpful to improve the rate performance of electrode.

**Table 1.** The electrical resistance and electrical resistivity of anode electrodes.


The cycling performance and coulombic efficiency of the SiO<sup>2</sup> anode with different conductive agents are shown in Figure 3a. The first discharge capacity of SiO2-KB reaches 378.2 mA h g−<sup>1</sup> , the capacity has a slight decrease in the several consequent cycles, and maintains 351.4 mA h g−<sup>1</sup> after 200th cycles at 0.2 A g−<sup>1</sup> . In comparison to SiO2-KB, electrodes of SiO2-SP and SiO2-AB exhibit a lower reversible capacity of 139.4 mA h g−<sup>1</sup> and 118.7 mA h g−<sup>1</sup> at the first cycle and after 100th cycles display the

capacity of 163.9 mA h g−<sup>1</sup> and 137.7 mA h g−<sup>1</sup> at 0.2 A g−<sup>1</sup> , respectively, which indicates that KB is more beneficial in facilitating the silica electrochemical reaction. The specific capacity of SiO2-KB decreased before the first 40 cycles, and then gradually increased, even after more than 100 cycles; the former is mainly due to the gradual lithiation of SiO<sup>2</sup> and the generated irreversible products such as lithium silicate and Li2O, and the latter is due to the generated elemental silicon, which can provide the reversible specific capacity by the Si-Li alloy reaction. *Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 4 of 13

**Figure 2.** TEM and elemental mapping images of silica aerogels mixed with KB (**a**), SP (**b**), and AB (**c**). **Figure 2.** TEM and elemental mapping images of silica aerogels mixed with KB (**a**), SP (**b**), and AB (**c**).

cycles; the former is mainly due to the gradual lithiation of SiO<sup>2</sup> and the generated irreversible products such as lithium silicate and Li2O, and the latter is due to the generated elemental silicon, which can provide the reversible specific capacity by the Si-Li alloy reaction. **Figure 3.** Cycle performance with coulombic efficiency at a current density of 200 mA g−1 (**a**), Rate capability at various current densities (**b**), Nyquist plot (**c**), and long-term cycling performance at a current density of 1.0 A g−1 (**d**) of silica aerogel anode with three carbon conductive agent. **Figure 3.** Cycle performance with coulombic efficiency at a current density of 200 mA g−<sup>1</sup> (**a**), Rate capability at various current densities (**b**), Nyquist plot (**c**), and long-term cycling performance at a current density of 1.0 A g−<sup>1</sup> (**d**) of silica aerogel anode with three carbon conductive agent.

The rate capability of the electrodes is shown in Figure 3b, with different current densities of 0.2, 0.4, 0.6, 0.8, 1.0, 2.0, and 4.0 A g−1. The SiO2-KB electrode attains an average discharge capacity of 318.2 mA h g−1, 263.6 mA h g−1, 231.9 mA h g−1, 213.4 mA h g−1, 207.7

To determine the origin of the electrochemical behavior of SiO2-KB, electrochemical impedance spectra (EIS) test was performed at their open-circuit potential. The equivalent circuits inserted in Figure 3c were employed to analyze the Nyquist plot of the desired anode material. The total impedance could be regarded as the electrolyte resistance R<sup>e</sup> and the charge transfer resistance Rct, and Cdl is the double-layer capacitance. Z<sup>w</sup> is the Warburg impedance that reflects the diffusion of lithium-ion in the solid. C<sup>L</sup> means the simplified intercalation capacitance. A semicircle was an indication for the charge transfer at high frequency range, while the straight line for the low frequency lithium-ion diffusion in the electrode material [36]. Obviously, the resistance of SiO2-KB (Rct = 130 Ω) is much lower than that of SiO2-SP (Rct = 180 Ω) and SiO2-AB (Rct = 240 Ω), suggesting that KB could remarkably enhance the silica electrical conductivity. Furthermore, SiO2-KB presents an exciting long-term cycling performance and delivers a specific capacity of 311.7 mA h g−1 at a current density of 1.0 A g−1 after 500 cycles. In comparison to SiO2-KB, SiO2-SP and SiO2-AB exhibit a much lower reversible capacity of 66.4 mA h g−1 and 75.9 mA h g−1

,

The stable high reversible capacity of 331.1 mA h g−1 recovered when the current density turned back to 0.2 A g−1. Compared to SiO2-SP and SiO2-AB, SiO2-KB shows more excellent

respectively, at the first cycle, and after 500th cycles, the capacity only remains 115.5 mA

To confirm the structural integrity of the electrodes after cycle tests, SEM images of the different electrodes with the three conductive agents after 200 cycles were obtained and illustrated in Figure 4. For the electrode of SiO2-KB, the shape of SiO<sup>2</sup> remained constant after 200 cycles (Figure 4a,b). For the electrode of SiO2-SP, the silica undergoes a slight agglomeration phenomenon after 200 cycles (Figure 4c,d), while for the electrode of SiO2-AB, the SiO<sup>2</sup> particles stick together and form large particles after 200 cycles (Figure

h g−1 and 123.9 mA h g−1, respectively, which is shown in Figure 3d.

rate properties, indicating that the SiO2-KB has excellent structural stability.

The rate capability of the electrodes is shown in Figure 3b, with different current densities of 0.2, 0.4, 0.6, 0.8, 1.0, 2.0, and 4.0 A g−<sup>1</sup> . The SiO2-KB electrode attains an average discharge capacity of 318.2 mA h g−<sup>1</sup> , 263.6 mA h g−<sup>1</sup> , 231.9 mA h g−<sup>1</sup> , 213.4 mA h g−<sup>1</sup> , 207.7 mA h g−<sup>1</sup> , 176.7 mA h g−<sup>1</sup> , and 151.4 mA h g−<sup>1</sup> , respectively, at the above current densities. The stable high reversible capacity of 331.1 mA h g−<sup>1</sup> recovered when the current density turned back to 0.2 A g−<sup>1</sup> . Compared to SiO2-SP and SiO2-AB, SiO2-KB shows more excellent rate properties, indicating that the SiO2-KB has excellent structural stability.

To determine the origin of the electrochemical behavior of SiO2-KB, electrochemical impedance spectra (EIS) test was performed at their open-circuit potential. The equivalent circuits inserted in Figure 3c were employed to analyze the Nyquist plot of the desired anode material. The total impedance could be regarded as the electrolyte resistance R<sup>e</sup> and the charge transfer resistance Rct, and Cdl is the double-layer capacitance. Z<sup>w</sup> is the Warburg impedance that reflects the diffusion of lithium-ion in the solid. C<sup>L</sup> means the simplified intercalation capacitance. A semicircle was an indication for the charge transfer at high frequency range, while the straight line for the low frequency lithium-ion diffusion in the electrode material [36]. Obviously, the resistance of SiO2-KB (Rct = 130 Ω) is much lower than that of SiO2-SP (Rct = 180 Ω) and SiO2-AB (Rct = 240 Ω), suggesting that KB could remarkably enhance the silica electrical conductivity. Furthermore, SiO2- KB presents an exciting long-term cycling performance and delivers a specific capacity of 311.7 mA h g−<sup>1</sup> at a current density of 1.0 A g−<sup>1</sup> after 500 cycles. In comparison to SiO2-KB, SiO2-SP and SiO2-AB exhibit a much lower reversible capacity of 66.4 mA h g−<sup>1</sup> and 75.9 mA h g−<sup>1</sup> , respectively, at the first cycle, and after 500th cycles, the capacity only remains 115.5 mA h g−<sup>1</sup> and 123.9 mA h g−<sup>1</sup> , respectively, which is shown in Figure 3d.

To confirm the structural integrity of the electrodes after cycle tests, SEM images of the different electrodes with the three conductive agents after 200 cycles were obtained and illustrated in Figure 4. For the electrode of SiO2-KB, the shape of SiO<sup>2</sup> remained constant after 200 cycles (Figure 4a,b). For the electrode of SiO2-SP, the silica undergoes a slight agglomeration phenomenon after 200 cycles (Figure 4c,d), while for the electrode of SiO2- AB, the SiO<sup>2</sup> particles stick together and form large particles after 200 cycles (Figure 4e,f), which reduces the contact area between the silica, and leads to the reduction in capacity. *Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 6 of 13 4e,f), which reduces the contact area between the silica, and leads to the reduction in capacity.

**Figure 4.** SEM images of SiO<sup>2</sup> electrode with KB (**a**,**b**), SP (**c**,**d**), and AB (**e**,**f**) before and after 200 cycles. **Figure 4.** SEM images of SiO<sup>2</sup> electrode with KB (**a**,**b**), SP (**c**,**d**), and AB (**e**,**f**) before and after 200 cycles.

Figure 5 shows the CV curves of the SiO<sup>2</sup> aerogel electrodes at a scan rate of 0.5 mV −1 with three different conductive agents, respectively. As can be seen in Figure 5, the reduction characteristic peak potential for the reaction of silica to produce lithium silicate Figure 5 shows the CV curves of the SiO<sup>2</sup> aerogel electrodes at a scan rate of 0.5 mV s−<sup>1</sup> with three different conductive agents, respectively. As can be seen in Figure 5, the reduction characteristic peak potential for the reaction of silica to produce lithium silicate and lithium oxide is 0.42 V, 0.65 V, and 0.8 V when using KB, SP, and AB as the conductive agent,

and lithium oxide is 0.42 V, 0.65 V, and 0.8 V when using KB, SP, and AB as the conductive agent, respectively. The peak potential is significantly shifted to a smaller voltage for the

tive agent also shows a significant shift to a smaller voltage compared to the SP (0.28 V) and AB (0.35 V), which is mainly due to the fact that KB has higher conductivity than SP and AB, where KB acts as a microcurrent collector between SiO<sup>2</sup> and the current collector to accelerate the speed of electron movement and also effectively increase the migration

**Figure 5.** CV curve for the first five cycles of the silica aerogel when KB (**a**), SP (**b**), and AB (**c**) as

The chemical states of Si in SiO<sup>2</sup> anode with KB (Figure 6a), SP (Figure 6b) and AB (Figure 6c) during discharge/charge were identified by XPS, where energy correction for surface contamination was performed using C1s (284.6 eV) as a standard. The Si 2p3/2 peak shifts from 104.0 to 103.0 eV when discharged to 0.01 V, suggesting the reduction in Si to

reduced, which will facilitate the occurrence of electrochemical reactions [37].

in the electrode material. Subsequently, the polarization of the silica anode is

s

rate of Li<sup>+</sup>

conductive agents.

respectively. The peak potential is significantly shifted to a smaller voltage for the KB (Figure 5a) compared to the SP (Figure 5b) and AB (Figure 5c). The oxidation characteristic peak potential of 0.25 V for the silicon-lithium alloy when using KB as the conductive agent also shows a significant shift to a smaller voltage compared to the SP (0.28 V) and AB (0.35 V), which is mainly due to the fact that KB has higher conductivity than SP and AB, where KB acts as a microcurrent collector between SiO<sup>2</sup> and the current collector to accelerate the speed of electron movement and also effectively increase the migration rate of Li<sup>+</sup> in the electrode material. Subsequently, the polarization of the silica anode is reduced, which will facilitate the occurrence of electrochemical reactions [37]. agent, respectively. The peak potential is significantly shifted to a smaller voltage for the KB (Figure 5a) compared to the SP (Figure 5b) and AB (Figure 5c). The oxidation characteristic peak potential of 0.25 V for the silicon-lithium alloy when using KB as the conductive agent also shows a significant shift to a smaller voltage compared to the SP (0.28 V) and AB (0.35 V), which is mainly due to the fact that KB has higher conductivity than SP and AB, where KB acts as a microcurrent collector between SiO<sup>2</sup> and the current collector to accelerate the speed of electron movement and also effectively increase the migration rate of Li<sup>+</sup> in the electrode material. Subsequently, the polarization of the silica anode is reduced, which will facilitate the occurrence of electrochemical reactions [37].

**Figure 4.** SEM images of SiO<sup>2</sup> electrode with KB (**a**,**b**), SP (**c**,**d**), and AB (**e**,**f**) before and after 200

Figure 5 shows the CV curves of the SiO<sup>2</sup> aerogel electrodes at a scan rate of 0.5 mV

−1 with three different conductive agents, respectively. As can be seen in Figure 5, the reduction characteristic peak potential for the reaction of silica to produce lithium silicate and lithium oxide is 0.42 V, 0.65 V, and 0.8 V when using KB, SP, and AB as the conductive

*Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 6 of 13

pacity.

cycles.

s

4e,f), which reduces the contact area between the silica, and leads to the reduction in ca-

**Figure 5.** CV curve for the first five cycles of the silica aerogel when KB (**a**), SP (**b**), and AB (**c**) as conductive agents. **Figure 5.** CV curve for the first five cycles of the silica aerogel when KB (**a**), SP (**b**), and AB (**c**) as conductive agents.

The chemical states of Si in SiO<sup>2</sup> anode with KB (Figure 6a), SP (Figure 6b) and AB (Figure 6c) during discharge/charge were identified by XPS, where energy correction for surface contamination was performed using C1s (284.6 eV) as a standard. The Si 2p3/2 peak shifts from 104.0 to 103.0 eV when discharged to 0.01 V, suggesting the reduction in Si to The chemical states of Si in SiO<sup>2</sup> anode with KB (Figure 6a), SP (Figure 6b) and AB (Figure 6c) during discharge/charge were identified by XPS, where energy correction for surface contamination was performed using C1s (284.6 eV) as a standard. The Si 2p3/2 peak shifts from 104.0 to 103.0 eV when discharged to 0.01 V, suggesting the reduction in Si to LixSi. When charged to 3 V, the peak shifts back to the original position of the SiO<sup>2</sup> electrode before discharge/charge (blue curve). It is clear that the curve in SiO2-KB fluctuates more strongly than the smooth curves in SiO2-SP and SiO2-AB, indicating that the electrochemical reaction promoted by SiO<sup>2</sup> using KB as a conductive agent produces a higher amount of products containing elemental silicon, which is conducive to the improvement of electrochemical performance. *Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 7 of 13 LixSi. When charged to 3 V, the peak shifts back to the original position of the SiO<sup>2</sup> electrode before discharge/charge (blue curve). It is clear that the curve in SiO2-KB fluctuates more strongly than the smooth curves in SiO2-SP and SiO2-AB, indicating that the electrochemical reaction promoted by SiO<sup>2</sup> using KB as a conductive agent produces a higher amount of products containing elemental silicon, which is conducive to the improvement of electrochemical performance.

**Figure 6.** Si 2p XPS spectra of SiO<sup>2</sup> anode with KB (**a**), SP (**b**) and AB (**c**) at different states. **Figure 6.** Si 2p XPS spectra of SiO<sup>2</sup> anode with KB (**a**), SP (**b**) and AB (**c**) at different states.

Based on previous researches, the possible electrochemical reaction mechanisms of SiO2 can be summarized into the following reactions [38,39]: Based on previous researches, the possible electrochemical reaction mechanisms of SiO<sup>2</sup> can be summarized into the following reactions [38,39]:

$$\text{SiO}\_2 + 4\text{Li}^+ + 4\text{e}^- \rightarrow 2\text{Li}\_2\text{O} + \text{Si} \tag{\text{R1}}$$

$$\rm{2SiO}\_2 + 4Li^+ + 4e^- \rightarrow \rm{Li}\_4\rm{SiO}\_4 + \rm{Si} \tag{R2}$$

$$\text{Si} + \text{xLi}^+ + \text{xe}^- \leftrightarrow \text{Li}\_\text{xSi} \tag{\text{R3}}$$

(1)

⁄ (2)

Reactions of R1, and R2 are irreversible (potential of KB-0.25 V, SP-0.28 V, AB-0.35 V) and occur simultaneously although they compete with each other, and the obtained Si is electrochemically active, while Li2O, and Li4SiO<sup>4</sup> are electrochemically inactive [22]. The Reactions of R1, and R2 are irreversible (potential of KB-0.25 V, SP-0.28 V, AB-0.35 V) and occur simultaneously although they compete with each other, and the obtained Si is

reaction R1 can produce more Si and result in a higher capacity than the reaction R2 [13]. To better understand the storage mechanism and excellent high-rate performance of

three carbon conductive agents at different scan rates from 0.5 to 5 mV s−1 were collected and shown in Figure 7a,e,i. Generally, the current obeys a function relationship with the

=

where and are the parameters. The capacity contributions from the diffusion-controlled intercalation process and the surface-induced capacitive process can be qualitatively analyzed by the -value. For a diffusion-controlled process, the -value is 0.5, while the -value near 1 means a totally capacitive-controlled process. According to the fitted line log ()-log () curve depicted in Figure 7b,f,j, the -value is 0.84, 0.86, 0.66, respectively. Furthermore, in view of the capacity contribution, the current () under a cer-

() = 1 + 2

diffusion-controlled charge, respectively. The area share of the pseudocapacitive behavior of the silica aerogel electrodes with the three different conductive agents is shown in the paler parts of Figure 7c,g,k. The pseudocapacitance contributions are shown in Figure 7d,h,l. The pseudocapacitance contribution of the SiO2 aerogel electrode with KB at scan rates of 1.0 to 5.0 mV s−1 is 41%, 49%, 54%, 58% and 61%, respectively; 51%, 58%, 63%, 67% and 70%, respectively, for SP and 65%, 73%, 77%, 79% and 80%, respectively, for AB. It can be seen that the use of different forms of conductive agents has a greater effect on the

1 2

<sup>⁄</sup> present charge stemmed from the surface capacitive charge and

tain potential () can be divided into two parts [42–44]:

1 2

voltage during the sweep [40–43]:

where 1 and 2

electrochemically active, while Li2O, and Li4SiO<sup>4</sup> are electrochemically inactive [22]. The reaction R1 can produce more Si and result in a higher capacity than the reaction R2 [13].

To better understand the storage mechanism and excellent high-rate performance of the SiO<sup>2</sup> aerogel electrode with KB, the CV curves of the SiO<sup>2</sup> aerogel electrode under the three carbon conductive agents at different scan rates from 0.5 to 5 mV s−<sup>1</sup> were collected and shown in Figure 7a,e,i. Generally, the current obeys a function relationship with the voltage during the sweep [40–43]:

$$
\dot{a} = av^b \tag{1}
$$

where *a* and *b* are the parameters. The capacity contributions from the diffusion-controlled intercalation process and the surface-induced capacitive process can be qualitatively analyzed by the *b*-value. For a diffusion-controlled process, the *b*-value is 0.5, while the *b*-value near 1 means a totally capacitive-controlled process. According to the fitted line log (*v*)-log (*i*) curve depicted in Figure 7b,f,j, the *b*-value is 0.84, 0.86, 0.66, respectively. Furthermore, in view of the capacity contribution, the current (*i*) under a certain potential (*V*) can be divided into two parts [42–44]:

$$i(V) = k\_1 v + k\_2 v^{\frac{1}{2}} \tag{2}$$

where *k*1*v* and *k*2*v* 1 <sup>2</sup> present charge stemmed from the surface capacitive charge and diffusion-controlled charge, respectively. The area share of the pseudocapacitive behavior of the silica aerogel electrodes with the three different conductive agents is shown in the paler parts of Figure 7c,g,k. The pseudocapacitance contributions are shown in Figure 7d,h,l. The pseudocapacitance contribution of the SiO<sup>2</sup> aerogel electrode with KB at scan rates of 1.0 to 5.0 mV s−<sup>1</sup> is 41%, 49%, 54%, 58% and 61%, respectively; 51%, 58%, 63%, 67% and 70%, respectively, for SP and 65%, 73%, 77%, 79% and 80%, respectively, for AB. It can be seen that the use of different forms of conductive agents has a greater effect on the contribution of the pseudocapacitance in the SiO<sup>2</sup> aerogel electrode. The storage mechanism of the SiO2-KB electrode is dominated by diffusion-controlled intercalation behavior, which is due to the excellent conductive network structure of KB and leads to an accelerated redox reaction. The contribution of surface-driven pseudocapacitance behavior for the SiO2-KB electrode gradually increases as the scan rate increases, but is still less than that SiO2-SP and SiO2-AB. The contribution of the pseudocapacitance behavior of the SiO2-KB electrode increases with increasing scan rate, however remains smaller than that of the SiO2-SP and SiO2-AB electrodes.

Li<sup>+</sup> diffusion coefficients during electrochemical charge/discharge for silica aerogels with different conductive agents calculated from the GITT method [45–47] are presented in Figure 8. The voltage change curve of the first charge/discharge under pulse current when using three different carbon conductive agents is shown in Figure 8a, and the Liion diffusion coefficient calculated from the pulse charge/discharge curve is shown in Figure 8b. The longer charging and discharging duration of Li<sup>+</sup> in the diffusivity test curve of SiO2-KB is due to the special network structure of KB, which enables the nano-SiO<sup>2</sup> particles to perform electrochemical reactions without agglomeration and less hindering to the transport of Li<sup>+</sup> . This indicates that the KB conductive agent accelerates the diffusion of Li<sup>+</sup> and enables the sufficient electrochemical reaction of SiO<sup>2</sup> [16].

In order to confirm the effect of the KB, the electrochemical properties of SiO<sup>2</sup> nanosphere anode was compared with three different conductive agents, respectively. The morphology of the SiO<sup>2</sup> nanospheres is shown in Figure 9a, which has a nice monodispersity and smooth surface with an average particle size of 100 nm. The inset in Figure 9a shows the XRD pattern of the SiO<sup>2</sup> nanospheres; a broad peak at 23◦ suggesting that the SiO<sup>2</sup> nanospheres are amorphous in structure similar to the SiO<sup>2</sup> aerogels. Figure 9b–d show the CV curves of the SiO<sup>2</sup> nanosphere anode at a scan rate of 0.5 mV s−<sup>1</sup> when using the three different conductive agents, respectively. The reduction characteristic peak potential for the reaction of SiO<sup>2</sup> to produce Li2O and Li4SiO<sup>4</sup> locates at 0.5 V for the SiO<sup>2</sup> nanospheres-KB anode, which has a significant shift to the left compared to the anodes of SiO<sup>2</sup> nanospheres-SP (0.85 V) and SiO<sup>2</sup> nanospheres-AB (0.9 V), indicating that it also has the similar effect of reducing polarization

of SiO<sup>2</sup> anodes prepared by different methods when using KB as the conducting agent, and strongly promotes the electrochemical reaction. creases, but is still less than that SiO2-SP and SiO2-AB. The contribution of the pseudocapacitance behavior of the SiO2-KB electrode increases with increasing scan rate, how-

ever remains smaller than that of the SiO2-SP and SiO2-AB electrodes.

greater effect on the contribution of the pseudocapacitance in the SiO2 aerogel electrode. The storage mechanism of the SiO2-KB electrode is dominated by diffusion-controlled intercalation behavior, which is due to the excellent conductive network structure of KB and leads to an accelerated redox reaction. The contribution of surface-driven pseudocapacitance behavior for the SiO2-KB electrode gradually increases as the scan rate in-

*Nanomaterials* **2021**, *11*, x FOR PEER REVIEW 8 of 13

**Figure 7.** Behaviors of pseudocapacitance in silica aerogels using KB (**a**–**d**), SP (**e**–**h**), and AB (**i**–**l**) as conductive agents. **Figure 7.** Behaviors of pseudocapacitance in silica aerogels using KB (**a**–**d**), SP (**e**–**h**), and AB (**i**–**l**) as conductive agents. *Nanomaterials* **2022**, *12*, x FOR PEER REVIEW 9 of 13

**Commented [M26]:** 1.Please change the hyphen in the number in the ordinate to a minus sign in all

2.Please provide a clearer picture if possible, or a maximum of two pictures per line. Putting four pictures in a row looks too small and hard to see.

figures. For example: change -2.0 to −2.0

**Commented [GH27]:** I have modified

**Figure 8.** The voltage change curve of the first charge/discharge under pulse current (**a**) and Li-ion diffusion coefficient calculated from the pulse charge/discharge curve (**b**) with different carbon conductive agents. **Figure 8.** The voltage change curve of the first charge/discharge under pulse current (**a**) and Li-ion diffusion coefficient calculated from the pulse charge/discharge curve (**b**) with different carbon conductive agents.

In order to confirm the effect of the KB, the electrochemical properties of SiO<sup>2</sup> nanosphere anode was compared with three different conductive agents, respectively. The morphology of the SiO<sup>2</sup> nanospheres is shown in Figure 9a, which has a nice monodispersity and smooth surface with an average particle size of 100 nm. The inset in Figure 9a shows the XRD pattern of the SiO<sup>2</sup> nanospheres; a broad peak at 23° suggesting that the SiO<sup>2</sup> nanospheres are amorphous in structure similar to the SiO<sup>2</sup> aerogels. Figure 9b–d

the three different conductive agents, respectively. The reduction characteristic peak potential for the reaction of SiO<sup>2</sup> to produce Li2O and Li4SiO<sup>4</sup> locates at 0.5 V for the SiO<sup>2</sup> nanospheres-KB anode, which has a significant shift to the left compared to the anodes of SiO<sup>2</sup> nanospheres-SP (0.85 V) and SiO<sup>2</sup> nanospheres-AB (0.9 V), indicating that it also has the similar effect of reducing polarization of SiO<sup>2</sup> anodes prepared by different methods when using KB as the conducting agent, and strongly promotes the electrochemical reac-

tion.

**Figure 9.** The SEM image and XRD pattern (the inset) (**a**) of silica nanospheres, CV curves of the first three cycles of the silica nanospheres when using KB (**b**), SP (**c**), and AB (**d**) as conductive agents, respectively. **Figure 9.** The SEM image and XRD pattern (the inset) (**a**) of silica nanospheres, CV curves of the first three cycles of the silica nanospheres when using KB (**b**), SP (**c**), and AB (**d**) as conductive agents, respectively. **Figure 9.** The SEM image and XRD pattern (the inset) (**a**) of silica nanospheres, CV curves of the first three cycles of the silica nanospheres when using KB (**b**), SP (**c**), and AB (**d**) as conductive agents,

The function of KB can be described as a schematic diagram conductive network, as shown in Figure 10, the special structure of KB connects the SiO<sup>2</sup> aerogel particles together and forms an excellent conductive network of dispersed SiO2-KB, which provides rich electron transfer channels and improves the electrochemical performance of silica anode. The function of KB can be described as a schematic diagram conductive network, as shown in Figure 10, the special structure of KB connects the SiO<sup>2</sup> aerogel particles together and forms an excellent conductive network of dispersed SiO2-KB, which provides rich electron transfer channels and improves the electrochemical performance of silica anode. The function of KB can be described as a schematic diagram conductive network, as shown in Figure 10, the special structure of KB connects the SiO<sup>2</sup> aerogel particles together and forms an excellent conductive network of dispersed SiO2-KB, which provides rich electron transfer channels and improves the electrochemical performance of silica anode.

**Figure 10.** Schematic diagram conductive network of KB. **Figure 10.** Schematic diagram conductive network of KB. **Figure 10.** Schematic diagram conductive network of KB.

respectively.

#### **4. Conclusions 4. Conclusions**

**4. Conclusions** In summary, the effects of the types and the structures of conductive agents on the electrochemical performance of SiO<sup>2</sup> aerogel electrode were investigated, and the results show that the KB as a conductive agent not only can uniformly disperse and wrap the SiO<sup>2</sup> nanoparticles, but also can build a good conductive network to enhance the transport rate of lithium-ions and effectively increase their electrochemical activity. This work proves and verifies that SiO<sup>2</sup> aerogel can be used as a recommended electrode material for In summary, the effects of the types and the structures of conductive agents on the electrochemical performance of SiO<sup>2</sup> aerogel electrode were investigated, and the results show that the KB as a conductive agent not only can uniformly disperse and wrap the SiO<sup>2</sup> nanoparticles, but also can build a good conductive network to enhance the transport rate of lithium-ions and effectively increase their electrochemical activity. This work proves and verifies that SiO<sup>2</sup> aerogel can be used as a recommended electrode material for high-rate LIBs through choosing appropriate conductive agent. In summary, the effects of the types and the structures of conductive agents on the electrochemical performance of SiO<sup>2</sup> aerogel electrode were investigated, and the results show that the KB as a conductive agent not only can uniformly disperse and wrap the SiO<sup>2</sup> nanoparticles, but also can build a good conductive network to enhance the transport rate of lithium-ions and effectively increase their electrochemical activity. This work proves and verifies that SiO<sup>2</sup> aerogel can be used as a recommended electrode material for high-rate LIBs through choosing appropriate conductive agent.

**Author Contributions:** Conceptualization, methodology, writing—original draft preparation, investigation, and resources, G.H.; data curation, visualization, X.S.; software, H.L.; validation, D.G., vestigation, and resources, G.H.; data curation, visualization, X.S.; software, H.L.; validation, D.G., **Author Contributions:** Conceptualization, methodology, writing—original draft preparation, investigation, and resources, G.H.; data curation, visualization, X.S.; software, H.L.; validation, D.G.,

**Author Contributions:** Conceptualization, methodology, writing—original draft preparation, in-

high-rate LIBs through choosing appropriate conductive agent.

L.L. and X.L.; formal analysis, Y.X.; writing—review and editing, supervision, project administration, and funding acquisition, A.Q.; All authors have read and agreed to the published version of the manuscript.

**Funding:** This work was supported by the Natural Science Foundation of Guangxi province (2018JJA160029, 2018GXNSFAA138041), the Foundation of Guangxi Key Laboratory of Optical and Electronic Materials and Devices (20AA-17), and Innovation Project of Guangxi Graduate Education (YCSW2021199, YCBZ2021062).

**Institutional Review Board Statement:** Not applicable.

**Informed Consent Statement:** Not applicable.

**Data Availability Statement:** The data presented in this study are available from the corresponding author upon request.

**Acknowledgments:** We acknowledge the support of the Key Laboratory of New Processing Technology for Non-ferrous Metals and Materials of the Ministry of Education, School of Materials Science and Engineering, Guilin University of Technology.

**Conflicts of Interest:** The authors declare no conflict of interest.

#### **References**

