Robust Core – Shell Carbon-Coated Silicon-Based Composite Anode with Electrically Interconnected Spherical Framework for Lithium-Ion Battery

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Introduction
With the increasing demand for electrochemical energy storage devices in range-extended electric vehicles (EVs), high-performance lithium-ion batteries (LIBs) with excellent energy density and cycling stability have gained immense interest in the scientific and industrial fields [1,2].To maximize the energy density of commercial LIBs, the most realistic approach is to improve the energy density of the electrode materials for LIBs [3][4][5].Although graphite-based anode materials are commonly used in commercial LIBs, they show limited application as next-generation LIB anode materials owing to their low theoretical gravimetric and volumetric capacities for LiC 6 (372 mAh g −1 and 840 mAh cm −3 , respectively).Among the alloy-type anode materials, Si exhibits extremely high theoretical gravimetric and volumet-ric capacities of 3579 mAh g −1 and 2194 mAh cm −3 , respectively, upon lithiation to Li 15 Si 4 phase.Hence, Si anodes have been widely suggested as promising alternatives to graphite-based anode materials.Furthermore, Si anodes have relatively low cost and average delithiation plateau and are environmentally friendly [6,7].Nevertheless, intense volume expansion and low intrinsic electrical conductivity of Si-based anodes lead to rapid capacity fading owing to cracking-induced pulverization and unstable solid-electrolyte interphase (SEI) layer formation [8].
Therefore, numerous engineering strategies have been developed to resolve these issues, and one of the strategies is to prepare composite structures of Si particles with electrically conductive carbonaceous materials (such as graphite [9,10], pitch [11], carbon nanotubes (CNTs) [12,13], and graphene [14,15]).In particular, nanocarbon particles, such as one-dimensional CNTs and two-dimensional graphene, with unique morphology, large and controllable specific surface area (SSA), excellent intrinsic electrical conductivity, superior chemical stability, and excellent mechanical flexibility, have been used to moderate the stress induced by volume expansion in Si-based anodes [16].Moreover, nanocarbon particles act as effective electron transport pathways, significantly improving the cycling stability and charge/discharge rate of next-generation LIBs [17].However, Si/nanocarbon composite anodes have some disadvantages.Several studies have indicated that the weak binding between the Si and nanocarbon particles during the cycling process is a major concern regarding Si/nanocarbon composite anodes since it leads to low cycling stability and capacity fading [18].In addition, Si/nanocarbon composite anodes suffer from poor rate capability because of the bundling or aggregation caused by the strong van der Waals interactions during mixing and casting, resulting in an electrical disconnection between the Si and nanocarbon particles [19].
Generally, the water solubility of CNTs is improved by adding a surfactant or employing an oxidation treatment in a mixed acid solution.However, these methods considerably decrease the electrical conductivity of the CNTs owing to the presence of a residual surfactant or the formation of surface defects [20].Therefore, an effective method must be adopted to disperse CNTs in an aqueous solution without adding a surfactant and forming defects on the CNT surface.Graphene oxide (GO) nanoparticles prepared by the mechanical exfoliation of oxidized graphite have been used to enhance the dispersibility of CNTs in aqueous solutions [21].The amphiphilic GO nanoparticles show a strong affinity for hydrophilic water molecules and hydrophobic CNTs, thus facilitating the formation of a stable CNT dispersion in CNT/GO aqueous solutions [22,23].Therefore, Si nanoparticles can be uniformly dispersed by suppressing the aggregation of CNTs in Si/CNT/GO composites using GO nanoparticles.Moreover, Si/CNT/GO composites are expected to show synergistic effects by utilizing the advantages of the CNT and GO components.
Thus, regarding the LIB technology, the present study is aimed at developing a simple yet effective synthesis technique that can yield homogeneously mixed Si/nanocarbon composite anode material suitable for improved electrochemical performances.This study reports the utilization of a novel electrically conductive spherical framework composed of uniformly dispersed CNT and GO components without any posttreatment, such as chemical surface modification, centrifugation, and surfactant as a Si-based LIB anode material.A novel Si/CNT/GO microsphere composite anode with a three-dimensional (3D) architecture was designed and optimized using a spray-drying process to improve the electrochemical performances of LIBs effectively.The surface of the Si/CNT/GO microsphere was coated with carbon using CH 4 via chemical vapor deposition (CVD) to enhance the electrochemical cyclic stability of the composite anode (C-Si/CNT/GO).Subsequently, the electrochemical characteristics of the C-Si/CNT/GO composite anode were investigated to confirm the synergistic effects of the nanoparticles constituting the composite material and its possible application as a LIB anode.The results demonstrated the potential application of the Si-based composite anode for a high-performance LIB.

Experimental
2.1.Materials and Preparation of Composites.GO nanoparticles were synthesized from graphite (325 mesh, Alfa Aesar, USA) using a Couette-Taylor flow reactor according to the modified Hummers method [24,25].Multi-walled CNTs (CM-280) were purchased from Hanwha Chemical, Korea.Three different solutions and Si-based composites were prepared as follows: (a) CNTs (0.5 g) were dispersed and stirred in deionized water (300 mL) for 0.5 h and then ultrasonicated for 6 h to prepare solution A. The CNTs were used without posttreatment to avoid deterioration of their electrical conductivity.(b) GO nanoparticles (0.5 g) were added to solution A and then ultrasonicated for 2 h to prepare solution B. (c) Sodium dodecyl benzene sulfonate (SDBS) surfactant (0.5 g) was added to solution A and subsequently ultrasonicated for 2 h to prepare solution C. (d) Si nanoparticles (<100 nm, Alfa Aesar, USA) (2.5 g) were added to solutions A, B, and C and then ultrasonicated for 2 h (Si/CNT/ GO weight ratio = 5 : 1 : 1) to fabricate Si-based composites.Subsequently, the as-obtained solutions were spray-dried to form a spherical composite structure [26].Finally, the spray-dried samples were freeze-dried, and the resulting composite samples obtained from solutions A, B, and C were labeled as Si/CNT, Si/CNT/GO, and Si/CNT/(S), respectively.(e) The CVD treatment using CH 4 gas was performed in a horizontal tube furnace to fabricate carbon-coated Sibased composites [11].The composites were heat-treated to 760 °C (5 °C min −1 rate, Ar atmosphere); this temperature was maintained in a precursor gas atmosphere of Ar and CH 4 (200 sccm) for 1 h.The CVD-treated composites were denoted as C-Si/CNT, C-Si/CNT/GO, and C-Si/CNT/(S).(f) For comparison, the Si/CNT, Si/CNT/GO, and Si/CNT/(S) composites were heat-treated to 760 °C (5 °C min −1 rate) and maintained at 760 °C (1h) in an Ar atmosphere (200sccm).The heat-treated composites were referred to as H-Si/CNT, H-Si/CNT/GO, and H-Si/CNT/(S).The schematic for the preparation of the composites is shown in Figure 1.

Cell Fabrication and Electrochemical
Analyses.The working electrodes were fabricated by mixing the composites (80 wt%), carbon black (Super-P, 10 wt%), and polyacrylic acid (10 wt%) as the active material, conducting agent, and binder, respectively, in deionized water.The slurries were coated on a Cu foil, dried in a vacuum oven (120 °C, 12 h) to remove the solvent completely, and pressed (200 kg cm −2 ).The performance of the electrodes was compared by fixing the electrode material thickness at 25 μm (loading amount of approximately 1−2 mg cm −2 ).Cointype half-cells (CR2032) were assembled using a separator (polyethylene membrane) and an electrolyte (1 M Li hexafluorophosphate (LiPF 6 ) solution in a mixture of ethylene carbonate and dimethyl carbonate (3 : 7 v/v, Panax Etec Co. Ltd., Korea)).The electrochemical performance was evaluated by performing galvanostatic charge (Li-ion insertion) and discharge (Li-ion extraction) (GCD) measurements at a current rate of 0.1 C (100 mA g −1 ) in the potential range of 0.01-2.0V vs. Li/Li + (WBCS3000, WonA-Tech, Korea).Cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS) data were obtained at a scan rate of 0.1 mV s −1 and in the frequency range of 100 kHz-0.01Hz, respectively, using an electrochemical workstation (ZIVE SP2, WonATech, Korea).The surface electrical conductivities of the composite anodes were measured using the four-point probe technique (FPP-RS8, Dasol Eng., Korea) [27].

Results and Discussion
The fabrication procedure of the Si/CNT/GO microsphere composites with a diameter of several micrometers is sche-matically shown in Figure 1.The microsphere composites were composed of Si nanoparticles, CNTs, and GO nanoparticles as the main building blocks.GO nanoparticles were used as a dispersion agent to facilitate the dispersion of CNTs and Si nanoparticles in the mixed aqueous solution.
During the spray-drying process, the Si nanoparticles, CNTs, and GO nanoparticles were assembled into microspheres with a 3D framework, which was composed of agglomerated CNTs entangled with each other and Si/GO nanoparticles dispersed in the CNT matrix structure (Si/ CNT/GO).After the subsequent CVD process using CH 4 gas at 760 °C, a core-shell structure was formed with the Si/ CNT/GO microspheres (core) and a carbon-coating layer (shell) (C-Si/CNT/GO).The thermal annealing effect during the CVD process reduced the GO nanoparticles.The carbon-coating layer of the microspheres improved the electrical conductivity, prevented electrolyte permeation, and suppressed the side reactions and SEI formation.Moreover, the CVD treatment of the microspheres enabled tight binding of the three types of nanomaterials, which improved the mechanical structural stability of the microspheres.
For the H-Si/CNT/GO and C-Si/CNT/GO composites, the morphologies were compared using FE-SEM and HR-TEM (Figure 2).The Si nanoparticles, CNTs, and GO nanoparticles aggregated to form a spherical structure (diameter of approximately 5-10 μm) during the spray-drying process (Figure 2(a)).No significant changes in the spherical morphology and average diameter of the Si/CNT/GO composite were observed after the CVD treatment, while the deposited carbon smoothened the rough surface of the microspheres (Figure 2(b)).The magnified FE-SEM image showed the presence of Si nanoparticles, CNTs, and GO nanoparticles on the Si/CNT/GO microsphere surface (inset of Figure 2(a)).In contrast, the surface of the C-Si/CNT/GO microspheres exhibited a denser microstructure (inset of Figure 2 3 International Journal of Energy Research microspheres, and the Si nanoparticles were anchored in the CNT network (Figure 2(c)).Additionally, the magnified HR-TEM image confirmed that the Si nanoparticles were coated with an amorphous carbon layer (approximately 5 nm thickness) (Figure 2(d)).However, the carbon layers coated on the microsphere surface were not observed using HR-TEM, which is consistent with a previous study [11].This composite structure showed improved electron transfer ability and effectively buffered the lithiation-induced volume expansion of Si, facilitating the stable SEI layer formation and preventing the loss of electrical contacts.The selected area electron diffraction (SAED) pattern corresponding to the HR-TEM image confirmed the fine crystal structure of the Si nanoparticles (Figure 2(e)).The diffraction rings in the SAED pattern are assigned to the (111), (220), and (311) planes of crystalline Si [28], which was further confirmed by the XRD analysis results.
Conversely, the C-Si/CNT and C-Si/CNT/(S) composites exhibited doughnut-like morphology (Figure S1), indicating that the microsphere structure was unsuccessfully formed in these composites during the spray-drying process.This result suggests that the GO nanoparticles played a vital role in the formation of the spherical morphology by controlling the dispersibility of the CNTs and demonstrating excellent sphere-forming ability of the GO nanoparticles during the spray-drying process [25].
The crystal structures and compositions of the carboncoated composites were analyzed using XRD.The XRD patterns exhibited sharp peaks at 2θ = 29 °, 47 °, 56 °, 69 °, and 77 indicating crystalline Si (Figure 3(a)) [29], while the weak and broad peaks at 2θ = 26 °are attributed to the (002) plane of the carbonaceous materials [30].The XRD peak of the C-Si/CNT/(S) composite that appeared at approximately Si [31].The two broad peaks at approximately 1350 cm −1 (disordered structure, D-band) and 1580 cm −1 (graphitic structure, G-band) are the characteristic of carbonaceous materials, such as CNTs, GO nanoparticles, and carboncoating layers [32].Therefore, the concentration of structural   The surface chemical compositions of the carbon-coated composites were investigated using XPS, which indicated the presence of Si, C, N, and O (Figure S2).The Si contents on the surfaces of the composites were 29.2 (C-Si/CNT), 18.5 (C-Si/CNT/(S)), and 22.6 at % (C-Si/CNT/GO) (Table S1).C-Si/CNT/(S) showed a Na 1s peak (1.7 at %) at 1072 eV owing to the residual SDBS surfactant [33].Furthermore, all the Si 2p XPS spectra were deconvoluted into five peaks at approximately 99.9, 101.8, 103.5, 104.4,and 105.4 eV, which corresponded to elemental Si 0 , Si 1+ , Si 2+ , Si 3+ , and Si 4+ , respectively (Figure 3(c)) [34,35].The fractions of elemental Si 0 in the total Si content of the composites were 2.72 (C-Si/ CNT), 11.7 (C-Si/CNT/(S)), and 16.6% (C-Si/CNT/GO).The Si 2p XPS profile of the C-Si/CNT/GO composite indicated the preservation of the crystalline Si structure during the fabrication process.All the C 1s XPS spectra were deconvoluted into four peaks at approximately 284.6, 285.2, 286.8, and 288.9 eV, which corresponded to C=C, C-C, C-O, and C=O bonds, respectively (Figure 3(d)) [36].The C-Si/ CNT/GO composite exhibited a C=C to C-C ratio of 0.86, which was lower than that of C-Si/CNT(S) (0.94) and C-Si/ CNT (0.99).This observation is associated with the more defective GO component in the C-Si/CNT/GO composite.
Additionally, the compositions of the carbon-coated composites were confirmed by obtaining their TGA and derivative TGA (DTGA) curves in an air atmosphere (Figure 4(a) and Figure S3).The estimated Si contents were approximately 87.9 (C-Si/CNT), 88.8 (C-Si/CNT/(S)), and 79.9 wt% (C-Si/CNT/GO) (Figure S3 and Table S2).The total Si content for all the composite samples obtained by TGA was significantly higher than the surface Si content obtained by the XPS technique, which is attributed to the core-shell composite structure of the carbon-coating layers on the outer surface and the embedded Si nanoparticles in the inner space of the microsphere composites, respectively.The TGA curve of the C-Si/CNT/ GO composite exhibited a strong weight loss peak at 450 −650 °C due to the thermal-oxidative decomposition of the CNT and GO structures.The weight increase over 650 °C was attributed to the formation of SiO 2 by the oxidation of the Si nanoparticles.The CNT and GO contents of the C-Si/ CNT/GO composite were approximately 7.2 and 12.9 wt%, respectively, which were obtained by deconvoluting the DTGA curve of the C-Si/CNT/GO composite (Figure 4(a)).
The SSAs of the carbon-coated composites and nanoparticles (Si nanoparticles, CNTs, and GO nanoparticles) constituting the composites were determined by the N 2 adsorption technique.CNTs exhibited type-II N 2 adsorption isotherms, whereas the GO nanoparticles exhibited type-IV with a wide H3type hysteresis loop, which is ascribed to the slit-shaped pores between the flake-like GO sheets.The increased amounts of adsorbed N 2 for the nanoparticles at medium and high relative pressures (P/P 0 ) are attributed to the multimolecular layer adsorption on the interstitial pores and the external surface between the nanoparticles; the SSAs of the Si nanoparticles, CNTs, and GO nanoparticles were 40, 160, and 190 m 2 g −1 , respectively.The composites exhibited type-II N 2 adsorption isotherms, indicating that they mainly consisted of meso-/macropores; the SSAs of the composites were 214 (C-Si/CNT), 26 (C-Si/CNT/(S)), and 82 m 2 g −1 (C-Si/CNT/GO).The relatively high SSA of the C-Si/CNT composite is attributed to the bundled or entangled CNTs due to their poor dispersibility, which resulted in the exposure of many Si nanoparticles on the surface of the composite.Thus, controlling the volume expansion of Si nanoparticles is difficult in this composite structure.Conversely, the C-Si/CNT(S) and C-Si/CNT/GO composites exhibited more packed structures due to the well-dispersed CNTs.In particular, the meso-/ macropores of the C-Si/CNT/GO composite provided a structural buffer space to withstand the volume expansion of the well-dispersed Si nanoparticles into the CNT/GO spherical framework during the repeated lithiation/delithiation reactions, thereby preventing the cracking-induced pulverization of the Si-based anode and improving its cyclic stability.The electrical conductivity of the C-Si/CNT/GO composite anode was higher than that of the C-Si/CNT and C-Si/CNT/(S) com-posite anodes (Table 1).Therefore, for the C-Si/CNT/GO composite anode, the spherical framework composed of CNTs and GO nanoparticles as a carbonaceous matrix provided enhanced electrical conductivity because of its low contact resistance and excellent structural stability against the Li-ion insertioninduced volume expansion.
Figure 5(a) illustrates the GCD profiles of the carboncoated composite anodes during the first cycle over the potential range of 0.01-2.0V vs. Li/Li + and at a rate of 0.1 C (100 mA g -1 ).A long plateau was observed for all composite anodes at approximately 0.1 V in the first charging curve due to the formation of amorphous Li x Si during the lithiation process.The charge capacities of the carbon-coated composite anodes after the first cycle were 647 (C-Si/CNT), 1675 (C-Si/ CNT/(S)), and 2921 mAh g −1 (C-Si/CNT/GO), and the corresponding initial Coulombic efficiencies were 49, 76, and 82%, respectively (Table 1).The initial Coulombic capacity of the C-Si/CNT/GO composite anode was superior to that of the Si/ CNT/(S) and C-Si/CNT composite anodes.This result suggests that the GO nanoparticles acted as a bridge to connect the Si nanoparticles mechanically and electrically in the composite anode structure during the lithiation/delithiation reactions.Moreover, the low initial Coulombic efficiency of the C-Si/CNT anode is attributed to the aggregation of the CNTs due to their poor dispersibility in the aqueous solution, which resulted in the low electrical conductivity of the anode.
The Li-ion storage behavior of the C-Si/CNT/GO composite anode was investigated by conducting CV measurements over the potential range of 0.01-2.0V for three Current density (A g -1 ) 8 International Journal of Energy Research cycles (Figure S4A).During the charging process, a sharp reduction peak was observed below 0.1 V, indicating the insertion of Li-ions into the polycrystalline Si and the formation of amorphous Li x Si [37].In the discharging process, two broad oxidation peaks were observed at 0.35 and 0.51 V, suggesting the decomposition of Li x Si and delithiation from Si, respectively.In the subsequent cycles, the cathodic peak intensity at 0.2 V gradually increased owing to the formation of the Li-Si alloy phase.In addition, the intensities of the cathodic and anodic peaks increased during the cycling process, indicating the activation of more Si phases during the charging/discharging processes.The peaks in the differential capacity plots of the composite anodes are attributed to the phase changes caused by the electrochemical reactions, which is consistent with the CV results (Figure S4B).After 100 cycles, the specific capacity of the C-Si/CNT/GO composite anode was maintained at 1542 mAh g −1 (64% capacity retention), while that of the C-Si/CNT and C-Si/ CNT/(S) composite anodes decreased to 196 (62% capacity retention) and 423 mAh g −1 (33% capacity retention), respectively (Table 1).After 200 cycles, the C-Si/CNT/GO composite anode continued to exhibit superior capacity retention than the C-Si/CNT and C-Si/CNT/(S) composite anodes (Figure S5).The cycle performances of H-Si/CNT/ GO and C-Si/CNT/GO were compared (up to 50 cycles) to confirm the effect of the carbon coating on the cycle performance of the composite anodes (Figure 5(c)).The specific capacity of the H-Si/CNT/GO composite anode drastically decreased from 2436 to 1393 mAh g −1 after 50 cycles.This result indicates that the H-Si/CNT/GO composite anode showed capacity retention of 57%, which can mainly be attributed to the volume expansion due to the formation of Li x Si during the continuous charging/discharging processes (Figure 5(c)) [38].The capacity retention (after 50 cycles) of the C-Si/CNT/GO composite anode (75%) was significantly higher than that of the H-Si/CNT/GO composite anode (57%).The carbon-coating layers in the C-Si/CNT/GO composite acted as electrical bridges between the neighboring Si nanoparticles, CNTs, and GO nanoparticles to form effective electron transfer pathways.Moreover, these layers facilitated the formation of a mechanically robust C-Si/CNT/ GO composite structure.The rate capabilities of the composite anodes are shown in Figure 5(d).The C-Si/CNT/ GO composite anode exhibited improved rate capability and cycle stability than the C-Si/CNT and C-Si/CNT/(S) composite anodes.For Li-ion extraction up to 6 C, the C-Si/ CNT/GO composite anode exhibited an excellent rate capability of 1506 mAh g −1 , which was compared with the rate capability of previously reported Si/CNT/graphene composite anodes (Figure 5(e)) [39][40][41][42][43][44][45][46][47][48].The C-Si/CNT/GO composite anode fabricated in this study exhibited a rate capability superior to that of other Si/CNT/graphene composite anodes, even at high current densities.The changes in the morphology of the C-Si/CNT/GO composite anode after the charging/discharging processes were investigated to confirm its structural stability.Figure 6 shows the cross-sectional and top-view FE-SEM images of the C-Si/CNT/GO composite anode before and after 100 cycles.The anode samples were cross-sectioned using an Ar-ion beam polisher for the cross-sectional observation.The C-Si/CNT/GO composite anode (thickness of 25.1 μm) exhibited a low volume expansion ratio of 74.5% after 100 cycles.Furthermore, the cycled C-Si/CNT/GO composite anode did not exhibit any significant disintegration, such as microscale cracks and the delamination of the anode materials from the current collector.This phenomenon is attributed to the high electrical conductivity and sufficient buffer space of the interconnected CNT framework of the composite anode (Figure 7).Moreover, the GO nanoparticles and carbon-coating layers interlaced with the CNT network provided mechanical stability for the volume expansion of the embedded Si nanoparticles and electrically conductive channels (Figure 7).

Conclusion
A carbon-coated Si/CNT/GO microsphere composite was successfully fabricated using efficient and industrially scalable spray-drying and CVD processes for application as a highperformance LIB anode material.The C-Si/CNT/GO composite anode exhibited excellent electrochemical performance with high specific charge and discharge capacities (2921 and 2395 mAh g -1 at 100 mA g -1 , respectively), long cycle life (1542 mAh g -1 at 200 mA g -1 after 100 cycles, capacity retention of 64%), and high charge/discharge rates (1506 mAh g -1 at 6 A g -1 ).The components of the C-Si/CNT/GO composite anode had a synergistic effect on its electrochemical performance for LIB applications (Figure 7).The Si nanoparticles, CNTs, GO nanoparticles, and carbon-coating layers contributed to the excellent electrochemical performance of the C-Si/CNT/GO composite as a LIB anode.The possible contributions are as follows: (a) the Si nanoparticles contributed to the high electrochemical capacity of the C-Si/CNT/GO composite; (b) the CNTs facilitated the formation of the electrical networks and spherical frameworks, depending on the dispersibility of the CNTs, and thus, the well-dispersed CNTs improved the electrical conductivity of the 3D architecture and provided sufficient buffer space for accommodating the volume expansion of the Si nanoparticles; (c) the GO nanoparticles enabled the formation of electrically conductive pathways and played a vital role in the formation of spherical morphology by the suspension of CNTs in the aqueous Si/ CNT/GO dispersion, which was promoted by the excellent sphere-forming ability of the GO nanoparticles during the spray-drying process [25,51]; and (d) furthermore, the carbon-coating layer improved the electrical conductivity and mechanical structural stability of the composite, prevented electrolyte permeation, and suppressed the side reactions and SEI formation [52].Our study reveals that the electrically interconnected carbonaceous framework significantly enhances the buffering effect for volume expansion and the Li-ion diffusivity in the Si-based composite anode, which is associated with the robust framework and increased diffusion channels by synergistic effects of the uniformly dispersed CNTs and GO nanoparticles and the carbon-coating layers.We expect that our efficient and scalable method for producing robust Si-based core-shell composite anodes can provide a significant breakthrough for developing nextgeneration LIBs for EVs.

Figure 1 :
Figure 1: Schematic illustration of the preparation process of the C-Si/CNT/GO microsphere composite by spray-drying and subsequent CVD.

Figure 2 :
Figure 2: FE-SEM images of (a) H-Si/CNT/GO and (b) C-Si/CNT/GO microsphere composites (insets are the high-resolution images of the microsphere surfaces).(c, d) HR-TEM images of the C-Si/CNT/GO microsphere composite at different magnifications and (e) the corresponding SAED pattern.

Figure 4 :
Figure 4: (a) TGA and deconvoluted DTGA curves of the C-Si/CNT/GO microsphere composite in an air atmosphere.(b) N 2 adsorption isotherms (−196 °C) of the C-Si/CNT, C-Si/CNT/(S), and C-Si/CNT/GO composites and the nanoparticles (Si, CNT, and GO) constituting the composite materials.The inset shows the SSAs calculated using the BET method.

Figure 5 :
Figure 5: Electrochemical performances of the C-Si/CNT, C-Si/CNT/(S), H-Si/CNT/GO, and C-Si/CNT/GO composite anodes.(a) GCD profiles during the first cycle between 0.01 and 2.0 V vs. Li/Li + at a rate of 0.1 C (100 mA g −1 ).(b, c) Cyclic performances at a rate of 0.2 C (200 mA g −1 ) and 0.01-2.0V vs. Li/Li + for 100 cycles.(d) Rate capabilities at various rates of 0.2, 0.5, 1, 3, and 6 C. (e) Specific capacities of the C-Si/CNT/GO composite anode prepared in this study and the previously reported Si/CNT/graphene composite anodes.(f) The Nyquist plots and resistance values of the C-Si/CNT/GO composite anode after the first, second, third, and tenth cycles at 6 A g −1 .

Figure 6 :
Figure 6: (a, c) Cross-sectional and (b, d) top-view FE-SEM images of the C-Si/CNT/GO microsphere composite anode (a, b) before and (c, d) after 100 cycles.
Figure 5(f) illustrates the Nyquist plots and resistance values for the C-Si/ CNT/GO composite anode at 6 A g −1 after the first, second, third, and tenth cycles.The interfacial resistance (R SEI ) and charge transfer resistance (R CT ) values of the C-Si/CNT/GO composite anode were 4.2 and 8.5 Ω, respectively [49, 50].The R SEI and R CT values increased with the number of charge-discharge cycles.However, the R SEI value did not increase further after the third cycle, indicating the effective formation of the SEI layer during the 3-cycle chargedischarge process.

Figure 7 :
Figure 7: Schematic showing the structural changes in the C-Si/CNT/GO microsphere composite anode after the lithiation/delithiation processes.