| 研究生: |
鄭家昕 Cheng, Chia-Hsin |
|---|---|
| 論文名稱: |
藉由矽碳奈米複合材料表面改質增進鋰離子電池循環穩定性 Surface Modification of Silicon-Carbon Nanocomposites for Enhancing the Cycle Stability of Lithium-Ion Batteries |
| 指導教授: |
張鑑祥
Chang, Chien-Hsiang |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 化學工程學系 Department of Chemical Engineering |
| 論文出版年: | 2021 |
| 畢業學年度: | 109 |
| 語文別: | 英文 |
| 論文頁數: | 113 |
| 中文關鍵詞: | 循環穩定性 、鋰離子電池 、矽陽極 、固態電解質中間相 、表面修飾 |
| 外文關鍵詞: | Cycle stability, Lithium-ion batteries, Silicon anode, Solid electrolyte interphase, Surface modification |
| 相關次數: | 點閱:192 下載:0 |
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隨著全球暖化加劇,各國開始推動綠能政策,人們開始尋求高能量密度電池以使用於動力裝置。在這趨勢下,對環境友善並具高理論電容 (4200 mAh/g)、低成本的矽,有商業化的潛力。然而,應用矽在進行長效循環時會遇到以下問題:(1)長效循環後會發生粉碎、(2)從集電器上脫落、(3)生成不穩定的固態電解質相,導致電容迅速衰退。為了解決長效循環中形成不穩定固態電解質相的問題,本研究提出一種簡易且低成本的方式修飾矽碳奈米複合材料(Ox-Si@Cs),以增進矽負極的長效循環穩定性。
在本研究的第一部分中,製備了塗布碳層的矽碳複合材料 (Si@C)。矽的導電度因此而提高,亦減緩了矽在循環過程中的體積膨脹問題。然而,表面碳層的鍵結並不飽和,Si@C比純矽容易與電解液反應,導致在循環中電解質發生降解。因此本研究第二部分針對Si@C的不飽和雙鍵進行修飾 (Ox-Si@Cs),修飾後在前期循環中會先形成穩定之固態電解質中間相 (SEI) 層,從而延緩電解液的降解。Ox-Si@Cs與黏著劑的作用相較Si@C也提高了。此外,該修飾方法能夠控制Ox-Si@Cs的體積膨脹程度。從電池循環壽命測試來看,Ox-Si@C-24hr的樣品在350圈循環後電容保持率可達80%,比Si@C樣品高出約30%。Ox-Si@Cs樣品也比Si@C樣品具有更高的庫倫效率。這些結果說明以此簡單且低成本的修飾方法有助於形成穩定且較薄的SEI層,減少電解質降解,使Ox-Si@Cs有高的循環穩定性和應用潛力。
With the intensification of global warming, countries have begun to promote green energy policies, and people have begun to pursue high-energy density batteries for power devices. Under this trend, silicon, eco-friendly with the highest theoretical capacity (4200 mAh/g) and low cost, has the potential for commercialization. However, using silicon encountered the following problems during cycles: (1) pulverized after cycles, (2) delaminated with the current collector, (3) and formation of an unstable solid electrolyte interphase (SEI) layer, resulting in greatly degradation of the capacity. To solve the problem of forming an unstable SEI layer, a simple and low-cost modification method was proposed to modify silicon-carbon nanocomposite materials (Ox-Si@Cs) with improved cycle stability of silicon anode.
In the first part, nanosilicon was coated with a carbon layer (Si@C). The conductivity of silicon was improved, and the volume expansion of silicon during cycles was alleviated. However, the bonding valence of the carbon atoms in the carbon layer was not saturated, and the reactivity of the Si@C towards the electrolytes was much higher than pristine silicon, thus resulting in decomposition of the electrolyte during cycles. Therefore, in the second part, the unsaturated double bonds in Si@C were oxidized (Ox-Si@Cs). After the modification, a stable SEI layer could be formed in early cycles and then the decomposition of the electrolyte was retarded. The interaction between Ox-Si@Cs and binder was raised. Moreover, the volume expansion of Ox-Si@Cs could be controlled with this approach. From the battery cycle life test, the retention of the Ox-Si@C-24hr sample still maintained 80% after 350 cycles, which was about 30% higher than that of the Si@C sample. The coulombic efficiencies of the Ox-Si@Cs samples were also higher than that of the Si@C sample. With the results, this simple and low-cost modification method demonstrated that it helped to form a stable and thinner SEI layer with less decomposition of the electrolyte, making Ox-Si@Cs has high cycle stability and the potential for application.
[1] J.-M. Tarascon and M. Armand, "Issues and challenges facing rechargeable lithium batteries," Materials for sustainable energy: a collection of peer-reviewed research and review articles from Nature Publishing Group, pp. 171-179, 2011.
[2] A. Arfwedson, "Untersuchung einiger bei der eisen-grube von utö vorkommenden fossilien und von einem darin gefundenen neuen feuerfesten alkali," J. Chem. Phys, vol. 22, pp. 93-117, 1818.
[3] J. J. Berzelius, "Ein neues mineralisches alkali und ein neues metall," J. Chem. Phys, vol. 21, pp. 44-48, 1817.
[4] J. W. Webster, "A manual of chemistry, " 1839.
[5] G. N. Lewis and F. G. Keyes, "The potential of the lithium electrode," Journal of the American Chemical Society, vol. 35, no. 4, pp. 340-344, 1913.
[6] M. S. Whittingham, "History, evolution, and future status of energy storage," Proceedings of the IEEE, vol. 100, no. Special Centennial Issue, pp. 1518-1534, 2012.
[7] M. D. Tikekar, S. Choudhury, Z. Tu, and L. A. Archer, "Design principles for electrolytes and interfaces for stable lithium-metal batteries," Nature Energy, vol. 1, no. 9, pp. 1-7, 2016.
[8] K. Mizushima, P. Jones, P. Wiseman, and J. B. Goodenough, "LixCoO2 (0< x<-1): A new cathode material for batteries of high energy density," Materials Research Bulletin, vol. 15, no. 6, pp. 783-789, 1980.
[9] M. Thackeray, W. David, P. Bruce, and J. Goodenough, "Lithium insertion into manganese spinels," Materials Research Bulletin, vol. 18, no. 4, pp. 461-472, 1983.
[10] A. Yoshino, "The birth of the lithium‐ion battery," Angewandte Chemie International Edition, vol. 51, no. 24, pp. 5798-5800, 2012.
[11] A. Patil, V. Patil, D. W. Shin, J.-W. Choi, D.-S. Paik, and S.-J. Yoon, "Issue and challenges facing rechargeable thin film lithium batteries," Materials Research Bulletin, vol. 43, no. 8-9, pp. 1913-1942, 2008.
[12] A. Manthiram, X. Yu, and S. Wang, "Lithium battery chemistries enabled by solid-state electrolytes," Nature Reviews Materials, vol. 2, no. 4, pp. 1-16, 2017.
[13] Z. Xie et al., "Anode-free rechargeable lithium metal batteries: Progress and prospects," Energy Storage Materials, 2020.
[14] J. Nzabahimana, Z. Liu, S. Guo, L. Wang, and X. Hu, "Top‐down synthesis of silicon/carbon composite anode materials for lithium‐ion batteries: mechanical milling and etching," ChemSusChem, vol. 13, no. 8, pp. 1923-1946, 2020.
[15] S. Goriparti, E. Miele, F. De Angelis, E. Di Fabrizio, R. P. Zaccaria, and C. Capiglia, "Review on recent progress of nanostructured anode materials for Li-ion batteries," Journal of Power Sources, vol. 257, pp. 421-443, 2014.
[16] J. Sun et al., "Formation of stable phosphorus–carbon bond for enhanced performance in black phosphorus nanoparticle–graphite composite battery anodes," Nano Letters, vol. 14, no. 8, pp. 4573-4580, 2014.
[17] S. Heng et al., "In situ development of elastic solid electrolyte interphase via nanoregulation and self-polymerization of sodium itaconate on graphite surface," ACS Applied Energy Materials, vol. 2, no. 2, pp. 1336-1347, 2019.
[18] S.-H. Baek, J.-S. Park, Y.-M. Jeong, and J. H. Kim, "Facile synthesis of Ag-coated silicon nanowires as anode materials for high-performance rechargeable lithium battery," Journal of Alloys and Compounds, vol. 660, pp. 387-391, 2016.
[19] D. Yang, J. Shi, J. Shi, and H. Yang, "Simple synthesis of Si/Sn@ CG anodes with enhanced electrochemical properties for Li-ion batteries," Electrochimica Acta, vol. 259, pp. 1081-1088, 2018.
[20] S. Jin and C. Wang, "Synthesis and first investigation of excellent lithium storage performances of Fe2GeO4/reduced graphene oxide nanocomposite," Nano Energy, vol. 7, pp. 63-71, 2014.
[21] Y. Hamon, T. Brousse, F. Jousse, P. Topart, P. Buvat, and D. Schleich, "Aluminum negative electrode in lithium ion batteries," Journal of Power Sources, vol. 97, pp. 185-187, 2001.
[22] J. Leibowitz, E. Allcorn, and A. Manthiram, "SnSb–TiC–C nanocomposite alloy anodes for lithium-ion batteries," Journal of Power Sources, vol. 279, pp. 549-554, 2015.
[23] N. Daumas and A. Hérold, "Notes des membres et correspontants et notes présentéesou transmises par leurs soins," CR Acad. Sci. Ser. C, vol. 268, pp. 373-375, 1969.
[24] E. M. Gavilán-Arriazu, O. A. Pinto, B. L. de Mishima, D. Barraco, O. A. Oviedo, and E. P. M. Leiva, "The kinetic origin of the Daumas-Hérold model for the Li-ion/graphite intercalation system," Electrochemistry Communications, vol. 93, pp. 133-137, 2018.
[25] R. Fong, U. Von Sacken, and J. R. Dahn, "Studies of lithium intercalation into carbons using nonaqueous electrochemical cells," Journal of the Electrochemical Society, vol. 137, no. 7, p. 2009, 1990.
[26] Z. Zhang and Q. Wang, "The new method of XRD measurement of the degree of disorder for anode coke material," Crystals, vol. 7, no. 1, p. 5, 2017.
[27] X. Song, K. Kinoshita, and T. Tran, "Microstructural characterization of lithiated graphite," Journal of The Electrochemical Society, vol. 143, no. 6, p. L120, 1996.
[28] C. Menictas, M. Skyllas-Kazacos, and T. M. Lim, Advances in batteries for medium and large-scale energy storage: types and applications. Elsevier, 2014.
[29] J. Asenbauer, T. Eisenmann, M. Kuenzel, A. Kazzazi, Z. Chen, and D. Bresser, "The success story of graphite as a lithium-ion anode material–fundamentals, remaining challenges, and recent developments including silicon (oxide) composites," Sustainable Energy & Fuels, vol. 4, no. 11, pp. 5387-5416, 2020.
[30] M. Yoshio, H. Wang, K. Fukuda, T. Umeno, T. Abe, and Z. Ogumi, "Improvement of natural graphite as a lithium-ion battery anode material, from raw flake to carbon-coated sphere," Journal of Materials Chemistry, vol. 14, no. 11, pp. 1754-1758, 2004.
[31] M. Yoshio, H. Wang, K. Fukuda, Y. Hara, and Y. Adachi, "Effect of carbon coating on electrochemical performance of treated natural graphite as lithium‐ion battery anode material," Journal of the Electrochemical Society, vol. 147, no. 4, p. 1245, 2000.
[32] D. Aurbach, B. Markovsky, I. Weissman, E. Levi, and Y. Ein-Eli, "On the correlation between surface chemistry and performance of graphite negative electrodes for Li ion batteries," Electrochimica Acta, vol. 45, no. 1-2, pp. 67-86, 1999.
[33] L. Fu et al., "Surface modifications of electrode materials for lithium ion batteries," Solid State Sciences, vol. 8, no. 2, pp. 113-128, 2006.
[34] J. Jacob George, A. Bandyopadhyay, and A. K. Bhowmick, "New generation layered nanocomposites derived from ethylene‐co‐vinyl acetate and naturally occurring graphite," Journal of Applied Polymer Science, vol. 108, no. 3, pp. 1603-1616, 2008.
[35] B. C. Brodie, "XIII. On the atomic weight of graphite," Philosophical transactions of the Royal Society of London, no. 149, pp. 249-259, 1859.
[36] A. Khannanov, V. V. Nekljudov, B. Gareev, A. Kiiamov, J. M. Tour, and A. M. Dimiev, "Oxidatively modified carbon as efficient material for removing radionuclides from water," Carbon, vol. 115, pp. 394-401, 2017.
[37] W. S. Hummers Jr and R. E. Offeman, "Preparation of graphitic oxide," Journal of the American Chemical Society, vol. 80, no. 6, pp. 1339-1339, 1958.
[38] Y.-P. Wu, C.-R. Wan, C.-Y. Jiang, S.-B. Fang, and Y.-Y. Jiang, "Mechanism of lithium storage in low temperature carbon," Carbon, vol. 37, no. 12, pp. 1901-1908, 1999.
[39] E. Peled, C. Menachem, D. Bar‐Tow, and A. Melman, "Improved graphite anode for lithium‐ion batteries chemically: bonded solid electrolyte interface and nanochannel formation," Journal of the Electrochemical Society, vol. 143, no. 1, p. L4, 1996.
[40] B. Jerliu et al., "Lithium insertion into silicon electrodes studied by cyclic voltammetry and operando neutron reflectometry," Physical Chemistry Chemical Physics, vol. 20, no. 36, pp. 23480-23491, 2018.
[41] J. W. Choi and D. Aurbach, "Promise and reality of post-lithium-ion batteries with high energy densities," Nature Reviews Materials, vol. 1, no. 4, pp. 1-16, 2016.
[42] X. H. Liu, L. Zhong, S. Huang, S. X. Mao, T. Zhu, and J. Y. Huang, "Size-dependent fracture of silicon nanoparticles during lithiation," ACS Nano, vol. 6, no. 2, pp. 1522-1531, 2012.
[43] Y. Yao et al., "Interconnected silicon hollow nanospheres for lithium-ion battery anodes with long cycle life," Nano Letters, vol. 11, no. 7, pp. 2949-2954, 2011.
[44] M. A. Rahman, Y. C. Wong, G. Song, and C. Wen, "A review on porous negative electrodes for high performance lithium-ion batteries," Journal of Porous Materials, vol. 22, no. 5, pp. 1313-1343, 2015.
[45] M. Ge, X. Fang, J. Rong, and C. Zhou, "Review of porous silicon preparation and its application for lithium-ion battery anodes," Nanotechnology, vol. 24, no. 42, p. 422001, 2013.
[46] B. M. Bang, J. I. Lee, H. Kim, J. Cho, and S. Park, "High‐performance macroporous bulk silicon anodes synthesized by template‐free chemical etching," Advanced Energy Materials, vol. 2, no. 7, pp. 878-883, 2012.
[47] J. Suk, D. W. Kim, and Y. Kang, "Electrodeposited 3D porous silicon/copper films with excellent stability and high rate performance for lithium-ion batteries," Journal of Materials Chemistry A, vol. 2, no. 8, pp. 2478-2481, 2014.
[48] M. J. Sailor, Porous silicon in practice: preparation, characterization and applications. John Wiley & Sons, 2012.
[49] W. Luo et al., "Surface and interface engineering of silicon‐based anode materials for lithium‐ion batteries," Advanced Energy Materials, vol. 7, no. 24, p. 1701083, 2017.
[50] T. Umeno, K. Fukuda, H. Wang, N. Dimov, T. Iwao, and M. Yoshio, "Novel anode material for lithium-ion batteries: carbon-coated silicon prepared by thermal vapor decomposition," Chemistry Letters, vol. 30, no. 11, pp. 1186-1187, 2001.
[51] Z. Wen, J. Yang, B. Wang, K. Wang, and Y. Liu, "High capacity silicon/carbon composite anode materials for lithium ion batteries," Electrochemistry Communications, vol. 5, no. 2, pp. 165-168, 2003.
[52] L. Zhang, R. Rajagopalan, H. Guo, X. Hu, S. Dou, and H. Liu, "A green and facile way to prepare granadilla‐like silicon‐based anode materials for li‐ion batteries," Advanced Functional Materials, vol. 26, no. 3, pp. 440-446, 2016.
[53] P. Gu, R. Cai, Y. Zhou, and Z. Shao, "Si/C composite lithium-ion battery anodes synthesized from coarse silicon and citric acid through combined ball milling and thermal pyrolysis," Electrochimica Acta, vol. 55, no. 12, pp. 3876-3883, 2010.
[54] Y. Xu, G. Yin, Y. Ma, P. Zuo, and X. Cheng, "Nanosized core/shell silicon@ carbon anode material for lithium ion batteries with polyvinylidene fluoride as carbon source," Journal of Materials Chemistry, vol. 20, no. 16, pp. 3216-3220, 2010.
[55] W. Luo et al., "Critical thickness of phenolic resin-based carbon interfacial layer for improving long cycling stability of silicon nanoparticle anodes," Nano Energy, vol. 27, pp. 255-264, 2016.
[56] C. Martin, O. Crosnier, R. Retoux, D. Bélanger, D. M. Schleich, and T. Brousse, "Chemical coupling of carbon nanotubes and silicon nanoparticles for improved negative electrode performance in lithium‐ion batteries," Advanced Functional Materials, vol. 21, no. 18, pp. 3524-3530, 2011.
[57] C.-F. Sun et al., "Interfacial oxygen stabilizes composite silicon anodes," Nano Letters, vol. 15, no. 1, pp. 703-708, 2015.
[58] M. Ko, S. Chae, S. Jeong, P. Oh, and J. Cho, "Elastic a-silicon nanoparticle backboned graphene hybrid as a self-compacting anode for high-rate lithium ion batteries," ACS Nano, vol. 8, no. 8, pp. 8591-8599, 2014.
[59] I. H. Son et al., "Silicon carbide-free graphene growth on silicon for lithium-ion battery with high volumetric energy density," Nature Communications, vol. 6, no. 1, pp. 1-8, 2015.
[60] N. Dimov, S. Kugino, and M. Yoshio, "Mixed silicon–graphite composites as anode material for lithium ion batteries: influence of preparation conditions on the properties of the material," Journal of Power Sources, vol. 136, no. 1, pp. 108-114, 2004.
[61] J. Yang, Y. Takeda, N. Imanishi, C. Capiglia, J. Xie, and O. Yamamoto, "SiOx-based anodes for secondary lithium batteries," Solid State Ionics, vol. 152, pp. 125-129, 2002.
[62] S. C. Jung, H.-J. Kim, J.-H. Kim, and Y.-K. Han, "Atomic-level understanding toward a high-capacity and high-power silicon oxide (SiO) material," the Journal of Physical Chemistry C, vol. 120, no. 2, pp. 886-892, 2016.
[63] Z. Liu et al., "Silicon oxides: a promising family of anode materials for lithium-ion batteries," Chemical Society Reviews, vol. 48, no. 1, pp. 285-309, 2019.
[64] H. Wu et al., "Stable cycling of double-walled silicon nanotube battery anodes through solid–electrolyte interphase control," Nature Nanotechnology, vol. 7, no. 5, pp. 310-315, 2012.
[65] J. B. Goodenough and Y. Kim, "Challenges for rechargeable Li batteries," Chemistry of Materials, vol. 22, no. 3, pp. 587-603, 2010.
[66] S. J. An, J. Li, C. Daniel, D. Mohanty, S. Nagpure, and D. L. Wood III, "The state of understanding of the lithium-ion-battery graphite solid electrolyte interphase (SEI) and its relationship to formation cycling," Carbon, vol. 105, pp. 52-76, 2016.
[67] H. Wu, N. Du, H. Zhang, and D. Yang, "Voltage-controlled synthesis of Cu–Li 2 O@ Si core–shell nanorod arrays as high-performance anodes for lithium-ion batteries," Journal of Materials Chemistry A, vol. 2, no. 48, pp. 20510-20514, 2014.
[68] J. Goodenough, H. Abruna, and M. Buchanan, "Basic research needs for electrical energy storage. report of the basic energy sciences workshop on electrical energy storage, april 2-4, 2007," DOESC (USDOE Office of Science (SC)), 2007.
[69] A. L. Michan, M. Leskes, and C. P. Grey, "Voltage dependent solid electrolyte interphase formation in silicon electrodes: monitoring the formation of organic decomposition products," Chemistry of Materials, vol. 28, no. 1, pp. 385-398, 2016.
[70] M. Sina et al., "Direct visualization of the solid electrolyte interphase and its effects on silicon electrochemical performance," Advanced Materials Interfaces, vol. 3, no. 20, p. 1600438, 2016.
[71] T. Yoon, N. Chapman, D. M. Seo, and B. L. Lucht, "Lithium salt effects on silicon electrode performance and solid electrolyte interphase (SEI) structure, role of solution structure on SEI formation," Journal of the Electrochemical Society, vol. 164, no. 9, p. A2082, 2017.
[72] A. Tokranov, R. Kumar, C. Li, S. Minne, X. Xiao, and B. W. Sheldon, "Control and optimization of the electrochemical and mechanical properties of the solid electrolyte interphase on silicon electrodes in lithium ion batteries," Advanced Energy Materials, vol. 6, no. 8, p. 1502302, 2016.
[73] R. Kumar et al., "In situ and operando investigations of failure mechanisms of the solid electrolyte interphase on silicon electrodes," ACS Energy Letters, vol. 1, no. 4, pp. 689-697, 2016.
[74] R. Kumar, P. Lu, X. Xiao, Z. Huang, and B. W. Sheldon, "Strain-induced lithium losses in the solid electrolyte interphase on silicon electrodes," ACS Applied Materials & Interfaces, vol. 9, no. 34, pp. 28406-28417, 2017.
[75] L. Martin, H. Martinez, M. Ulldemolins, B. Pecquenard, and F. Le Cras, "Evolution of the Si electrode/electrolyte interface in lithium batteries characterized by XPS and AFM techniques: the influence of vinylene carbonate additive," Solid State Ionics, vol. 215, pp. 36-44, 2012.
[76] Q. Li et al., "Identification of the solid electrolyte interface on the Si/C composite anode with FEC as the additive," ACS Applied Materials & Interfaces, vol. 11, no. 15, pp. 14066-14075, 2019.
[77] C. Li, T. Shi, D. Li, H. Yoshitake, and H. Wang, "Effect of surface modification on electrochemical performance of nano-sized Si as an anode material for Li-ion batteries," RSC Advances, vol. 6, no. 41, pp. 34715-34723, 2016.
[78] S. Jiang et al., "Surface-functionalized silicon nanoparticles as anode material for lithium-ion battery," ACS Applied Materials & Interfaces, vol. 10, no. 51, pp. 44924-44931, 2018.
[79] C.-J. Chen et al., "Optimizing the lithium phosphorus oxynitride protective layer thickness on low‐grade composite Si‐based anodes for lithium‐ion batteries," ChemistrySelect, vol. 3, no. 2, pp. 729-735, 2018.
[80] J. Li, N. J. Dudney, J. Nanda, and C. Liang, "Artificial solid electrolyte interphase to address the electrochemical degradation of silicon electrodes," ACS Applied Materials & Interfaces, vol. 6, no. 13, pp. 10083-10088, 2014.
[81] A. R. Jiménez et al., "A step towards understanding the beneficial influence of a LIPON-based artificial SEI on silicon thin film anodes in lithium-ion batteries," Nanoscale, vol. 10, no. 4, pp. 2128-2137, 2018.
[82] X. Xiao, P. Lu, and D. Ahn, "Ultrathin multifunctional oxide coatings for lithium ion batteries," Advanced Materials, vol. 23, no. 34, pp. 3911-3915, 2011.
[83] J. Li, X. Xiao, Y.-T. Cheng, and M. W. Verbrugge, "Atomic layered coating enabling ultrafast surface kinetics at silicon electrodes in lithium ion batteries," the Journal of Physical Chemistry Letters, vol. 4, no. 20, pp. 3387-3391, 2013.
[84] W. Choi, H.-C. Shin, J. M. Kim, J.-Y. Choi, and W.-S. Yoon, "Modeling and applications of electrochemical impedance spectroscopy (EIS) for lithium-ion batteries," Journal of Electrochemical Science and Technology, vol. 11, no. 1, pp. 1-13, 2020.
[85] Q. Pan et al., "Micro-sized spherical silicon@ carbon@ graphene prepared by spray drying as anode material for lithium-ion batteries," Journal of Alloys and Compounds, vol. 723, pp. 434-440, 2017.
[86] Z. Lu, B. Li, D. Yang, H. Lv, M. Xue, and C. Zhang, "A self-assembled silicon/phenolic resin-based carbon core–shell nanocomposite as an anode material for lithium-ion batteries," RSC Advances, vol. 8, no. 7, pp. 3477-3482, 2018.
[87] S. H. Lee et al., "Supercritical carbon dioxide-assisted process for well-dispersed silicon/graphene composite as a Li ion battery anode," Scientific Reports, vol. 6, no. 1, pp. 1-9, 2016.
[88] L. Zhong, C. Beaudette, J. Guo, K. Bozhilov, and L. Mangolini, "Tin nanoparticles as an effective conductive additive in silicon anodes," Scientific Reports, vol. 6, no. 1, pp. 1-8, 2016.
[89] L. R. Radovic, C. V. Mora-Vilches, A. J. Salgado-Casanova, and A. Buljan, "Graphene functionalization: mechanism of carboxyl group formation," Carbon, vol. 130, pp. 340-349, 2018.
[90] M. Loveridge et al., "Towards high capacity Li-ion batteries based on silicon-graphene composite anodes and sub-micron V-doped LiFePO4 cathodes," Scientific Reports, vol. 6, no. 1, pp. 1-11, 2016.
[91] C. C. Nguyen, D. M. Seo, K. Chandrasiri, and B. L. Lucht, "Improved cycling performance of a Si nanoparticle anode utilizing citric acid as a surface-modifying agent," Langmuir, vol. 33, no. 37, pp. 9254-9261, 2017.
[92] J. Hlavatý and P. Novák, "The influence of H+ ions liberated by electropolymerization on the decomposition of propylene carbonate," Electrochimica Acta, vol. 37, no. 14, pp. 2595-2597, 1992.
[93] R. E. Ruther, K. A. Hays, S. J. An, J. Li, D. L. Wood, and J. Nanda, "Chemical evolution in silicon–graphite composite anodes investigated by vibrational spectroscopy," ACS Applied Materials & Interfaces, vol. 10, no. 22, pp. 18641-18649, 2018.