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研究生: 陳儀華
Chen, Yi-Hua
論文名稱: 運用多尺度分子模擬探討鋰離子電池膠態電解質的成分對其結構、機械、與離子傳輸特性之影響
Component Effects on the Structural, Mechanical, and Ion Transport Properties of Gel Polymer Electrolyte for Lithium Ion Batteries: A Multiscale Molecular Simulation Study
指導教授: 邱繼正
Chiu, Chi-Cheng
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: 124
中文關鍵詞: 鋰電池膠態電解質聚乙二醇多尺度分子模擬
外文關鍵詞: Lithium-ion battery, gel polymer electrolyte, polyethylene oxide, multi-scale simulations
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  • 鋰電池因其輕重量及高能量密度而被廣泛應用於儲能設備中。膠態電解質(GPE)組成的鋰電池在抗燃性以及機械性質方面優於液態電解質,並表現出良好的導離度。最近研究指出聚丙烯腈-丙烯酸甲酯共聚物(PAN-co-MA)和聚乙二醇(PEO)摻入液態電解質後製備現址成膠的膠態電解質表現優良;而鋰鹽成分和PEO的量會影響成膠速度與機械特性。在此我們結合全原子分子模擬(AA-MD)和耗散粒子動力學模擬(DPD)探討此類型膠態電解質的成膠機制,以及各組成對其結構、機械、和離子傳遞特性之影響。AA-MD結果顯示,液態電解質中陰離子會與溶劑競爭吸引Li+,影響Li+的配位環境。其中,TFSI-對Li+的作用力雖然較{mathrm{ClO}}_mathrm{4}^mathrm{-}弱,但所形成的配位結構最穩定,且滯留時間最長,其特性增加了機械強度。而GPE系統中,PEO因其鏈段較具彈性,可包覆鋰離子形成穩定配位結構,進而增加鋰鹽解離度;而不同的鋰鹽則會影響PEO與鋰離子的配位結構,進而影響成膠過程。在DPD模擬中,為建構合理的GPE模型,經評估三種計算弗洛里-哈金斯(Flory-Huggins)理論作用參數的方法後,本研究採用無限稀釋活性係數法(IDAC)計算各成分之間的作用力,並運用莫氏勢能(Morse potential)來描述鋰離子的躍遷傳遞行為,以及鋰離子的配位結構。DPD模擬結果顯示,足量的PEO會誘發高分子形成網狀結構,進而增加GPE的機械強度,而PEO末端氫氧基所形成的氫鍵,對於成膠交聯過程也有重要的影響。而提升PEO含量,會使網狀結構有寬敞的傳遞通道,增加溶劑流動與離子傳遞。然而過多的PEO會增加Li+與高分子的配位,進而降低Li+的移動性,故Li+並非與通道尺寸完全正相關。綜合分析顯示,在4% - 8%的PEO含量下,鋰離子在GPE的傳導介質和孔洞性質的影響下,有最佳的傳遞特性。本研究運用多尺度模擬探討現址成膠型GPE的成膠機制跟鋰離子傳遞機制,其結果可為往後新穎的膠態電解質設計提供重要的參考依據。

    Lithium-ion batteries (LIBs) are one of the most widely applied energy storage devices for their lightweights and high energy density. In LIBs, gel polymer electrolyte (GPE) has the advantages over conventional liquid electrolyte (LE) with improved combustion retardation and mechanical properties while maintaining high ionic conductivity. A recent study showed that a novel on-site coagulated GPE fabricated via mixing poly (acrylonitrile-co-methyl acrylate) (PAN-co-MA) and polyethylene oxide (PEO) within LE displayed excellent LIB performance. In this type of GPE, the lithium salts and the amount of PEO greatly affect the gelation time. Here, we applied all-atom molecular dynamics (AA-MD) combined with dissipative particle dynamics (DPD) to examine the gelation mechanisms of GPE, and the effects of lithium salts and polymer composition on the structural, mechanical, and ionic transport properties of GPE. The AA-MD results showed that anions compete with solvent to interact with Li+, affecting the coordination environment of Li+ within LE. Particularly, {mathrm{TFSI}}^mathrm{-} can form the most stable coordination complex with Li+ with the long residence time despite of its weaker Li+ attraction compared with {mathrm{ClO}}_mathrm{4}^mathrm{-}, leading to an increased mechanical strength. Within GPE, PEO can bend and wrap around Li+ to form stable coordination complexes, resulting in increased lithium salts dissociation; variation of lithium salts affects the Li+-PEO coordination and thus the gelation process. For DPD simulation, after comparing three different methods to evaluate the Flory-Higgins parameters among GPE components, we utilized infinite dilution activity coefficient (IDAC) to calculate the DPD repulsive parameters. Additionally, morse potentials were introduced in DPD model to describe the Li+ hopping transport and Li+ coordination. The DPD results demonstrate that sufficient PEO induces the polymer network morphology and increases the mechanical strength of GPE. Terminal attraction by PEO terminal hydroxy groups also plays important roles on cross-linking during the gelation process. Increasing PEO amounts induces the formations of more spacious channel among GPE network, increasing solvent mobility and ion transport. Yet, high amount of PEO also increases the coordination between Li+ and polymers, reducing the Li+ mobility. Hence, Li+ mobility is not always correlated with the network channel size. Combined analyses show that, with 4% - 8%PEO, Li+ exhibit the best ionic transport properties under the effects of conductive medium and structural porosity. The gelation and Li+ transport mechanisms within the on-site coagulated GPE unveiled by multi-scale simulation provide important insights into the future designs and production of novel GPE.

    摘 要 i Abstract ii Acknowledgments iv Table of Contents v List of Tables viii List of Figures ix List of Symbols xv Chapter 1 Introduction 1 1.1 Lithium-ion battery history and development 1 1.2 Common electrode types 4 1.2.1 Cathode 4 1.2.2 Anode 6 1.3 Electrolyte 7 1.3.1 Lithium Salts 7 1.3.2 Liquid electrolyte 8 1.3.3 Solid Polymer Electrolyte 9 1.3.4 Gel polymer Electrolyte 11 1.4 Separator 12 1.5 Motivation 13 Chapter 2 Literature Review 14 2.1 Gel Polymer Electrolyte 14 2.2 Gelation mechanisms 17 2.2.1 Physical gelation 17 2.2.2 Chemical gelation 18 2.2.3 Characterization and Application of Self-gelling solution 19 2.3 On-site-coagulation GPE 20 2.3.1 Poly (acrylonitrile-co-methacrylate) 21 2.3.2 Polyethylene glycol 22 2.3.3 Comparison between LE and GPE 23 2.4 Simulation studies on polymer electrolyte 24 2.4.1 All-atom molecular dynamics 24 2.4.2 Coarse grain model 25 2.5 Dissipative Particle Dynamics 26 2.5.1 Studies on polymer systems 26 2.5.2 DPD theory 27 2.6 Parameters for DPD model 31 Chapter 3 Method 39 3.1 Molecular Dynamics 39 3.1.1. Simulation Methodology 39 3.1.2. Simulation Details 41 3.2 Dissipative Particle Dynamics 42 3.2.1 Mapping AA to DPD particles 42 3.2.2 Flory-Huggins parameter chi ij calculation 43 3.2.3 Segmental Volume and Mass of DPD 45 3.2.4 Bond Potential for DPD polymers 46 3.2.5 Morse Potential for Li+ Coordination and Transportation 49 3.2.6 Simulation Details 49 3.3 Structural Properties 50 3.3.1 Radial Distribution Function 50 3.3.2 Lithium-Ion Coordination Number 51 3.3.3 Polymeric Persistence Length 52 3.3.4 Voronoi volume distribution 53 3.3.5 Pore Size Distribution 54 3.4 Mechanical Properties 56 3.4.1 Stress-Strain Curve 56 3.4.2 Einstein Viscosity 57 3.5 Dynamic Properties 58 3.5.1 Mean Square Displacement and Diffusion Coefficient 58 3.5.2 Li+ Transference Number 58 3.5.3 Residence Time 59 Chapter 4 Result and Discussion 60 4.1 Microscopic Properties of LE 60 4.1.1 Structural Properties 60 4.1.2 Dynamic Properties 65 4.1.3 Mechanical Properties 66 4.2 Microscopic Properties of GPE 69 4.2.1 Structural Properties 69 4.2.2 Dynamic Properties 74 4.2.3 Coordination effect of polymer 75 4.2.4 PAN and PEO characteristics 77 4.3 DPD Parametrization 82 4.3.1 Repulsive parameter parametrization 82 4.3.2 Bond potential & Angle potential 86 4.3.3 Morse potential 90 4.4 DPD simulation of GPE 94 4.4.1 PEO effects on Gelation 94 4.4.2 PEO effects on morphology and molecular kinetics 99 4.4.3 Optimized Li+ mobility by transport mechanism 104 Chapter 5 Conclusion 109 Reference 111

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