22 research outputs found

    ๊ณ ์—๋„ˆ์ง€ ๋ฐ€๋„ ๋ฆฌํŠฌ์ด์˜จ์ „์ง€์˜ ์‹ ๋ขฐ์„ฑ ๋ฐ ์•ˆ์ „์„ฑ ํ™•๋ณด๋ฅผ ์œ„ํ•œ ๋‹ค๊ธฐ๋Šฅ ์„ธ๋ผ๋ฏน ์ฝ”ํŒ… ๋ถ„๋ฆฌ๋ง‰

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    Lithium secondary battery; Separator; Ceramic-coated separator; High energy density; Safety; Thermal stability; Functional separatorLithium-ion batteries (LIBs) are used in everyday applications such as portable electronics and electric vehicles (EVs) in our daily life. Securing battery safety becomes extremely challenging as densifying the cell energy and increasing the battery. The safety of batteries must be guaranteed from the cell to the module, the pack, and the system, and it must not be ignored at every step. The separator is highlighted at the cell level as it plays an essential part in safety. To guarantee the safety of large-scale LIBs, it is essential to employ a ceramic-coated separator (CCS). However, an additional ceramic coating layer (CCL) inevitably leads to energy density loss and electrochemical performance degradation. This thesis reports multi-functional ceramic-coated separator for securing the reliability and safety of higher-energy-density LIBs. The first part of thesis refers to the research on ceramic materials used in CCS. This is a basic research that can help select ceramic materials with the purpose. Second, I treated the surface of ceramic particles with a polydopamine (PD) nanolayer using a simple solution polymerization method. Then, a poly(acrylic acid) binder can react with the amine group in the PD and is selected as an aqueous ceramic-coated slurry, which creates many crosslinking points within the CCL, thereby leading to higher adhesion within the CCL even after electrolyte impregnation. As a result, the cross-linked PD ceramic-coated separator can maintain its original dimension even at 160 ยฐC for 1 h with a 9-ฮผm polyethylene base film. Finally, I developed a functional flame-retardant and ceramic-coated separator (F-CCS) that enhances safety features while maintaining optimal performance. The F-CCS incorporates an encapsulated flame retardant and a hydroxide ceramic, namely AlOOH, to achieve flame retardancy. These findings present a promising solution for enhancing the safety and reliability of LIBs, particularly in high-energy-density applications, thereby paving the way for their wider implementation. |Lithium ion battery(LIB)์— ์‚ฌ์šฉ๋˜๋Š” ๋ถ„๋ฆฌ๋ง‰ ์†Œ์žฌ์ธ polyethylene(PE)์€ ๋‚ฎ์€ ๋‚ด์—ด์„ฑ์„ ๊ฐ–๊ณ  ์žˆ์–ด ์ด๋ฅผ ๋ณด์™„ํ•˜๊ณ ์ž ์›๋‹จ ํ‘œ๋ฉด์— ceramic coating layer (CCL)์„ ๋„์ž…ํ•œ ceramic coated separator(CCS)๊ฐ€ ๊ฐœ๋ฐœ๋˜์—ˆ๋‹ค. CCS๋Š” ๊ณ ์˜จ์— ๋…ธ์ถœ๋˜์–ด๋„ ๋†’์€ ๋‚ด์—ด์„ฑ์„ ๊ฐ–๋Š” CCL๊ฐ€ ๋‚ด๋ถ€ ์›๋‹จ์˜ ์—ด์ˆ˜์ถ•์„ ์–ต์ œํ•˜์—ฌ ์ „์ง€์˜ ์•ˆ์ „์„ฑ ํ™•๋ณด์— ๊ธฐ์—ฌํ•œ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜, ์›๋‹จ์— ๋ถ€๊ฐ€์ ์œผ๋กœ ๋„์ž…๋œ CCL์€ LIB์˜ ์—๋„ˆ์ง€ ๋ฐ€๋„ ์†์‹ค๊ณผ CCL ๋‚ด ํฌํ•จ๋œ ๋ฐ”์ธ๋”๊ฐ€ ์ €ํ•ญ์ฒด๋กœ ์ž‘์šฉํ•˜์—ฌ ์ „์ง€ ์„ฑ๋Šฅ ์ €ํ•˜๋ฅผ ๋ถˆ๋Ÿฌ์˜จ๋‹ค. ์ตœ๊ทผ LIB์˜ ์ ์šฉ ๋ถ„์•ผ๊ฐ€ ๋„“์–ด์ง„ ๋งŒํผ ์ „์ง€์˜ ์•ˆ์ „์„ฑ์€ ์†Œ๋น„์ž์˜ ๋ณดํ˜ธ๋ฅผ ์œ„ํ•ด ํ•„์ˆ˜์ ์ด๋ฉฐ, ๋ถ„๋ฆฌ๋ง‰ ๊ฐœ๋ฐœ์— ์žˆ์–ด์„œ ์•ˆ์ „์„ฑ๊ณผ ๊ณ ์—๋„ˆ์ง€๋ฐ€๋„๋ฅผ ๋ชจ๋‘ ํ™•๋ณดํ•ด์•ผ๋งŒ ํ•œ๋‹ค. ํ•˜์ง€๋งŒ, ์šฐ์ˆ˜ํ•œ ๋‚ด์—ด์„ฑ์„ ๋งŒ์กฑํ•˜๋Š” ๋™์‹œ์— ๊ณ ์—๋„ˆ์ง€๋ฐ€๋„๋ฅผ ์œ„ํ•œ ์–‡์€ ๋‘๊ป˜๋ฅผ ๋งŒ์กฑํ•˜๊ธฐ๋Š” ๋งค์šฐ ์–ด๋ ค์šฐ๋ฉฐ, ์ด๋ฅผ ๋งŒ์กฑํ•˜๋”๋ผ๋„ ๋†’์€ ์†Œ์žฌ ๋‹จ๊ฐ€ ๋ฐ ๋ณต์žกํ•œ ๊ณต์ •์œผ๋กœ ์ธํ•œ ์–‘์‚ฐ๋ถˆ๊ฐ€์˜ ๋ฌธ์ œ๋กœ ์ธํ•ด ์ƒ์šฉํ™”์— ๋‚œํ•ญ์„ ๊ฒช๊ณ  ์žˆ๋‹ค. ๋ณธ ๋…ผ๋ฌธ์—์„œ๋Š” LIB์— ์ ํ•ฉํ•˜๋ฉฐ ์ƒ์šฉํ™” ๊ฐ€๋Šฅ์„ฑ์„ ๊ณ ๋ คํ•œ ๊ธฐ๋Šฅ์„ฑ ์„ธ๋ผ๋ฏน ์ฝ”ํŒ… ๋ถ„๋ฆฌ๋ง‰์— ๋Œ€ํ•œ ์—ฐ๊ตฌ๋ฅผ ์ œ์•ˆํ•œ๋‹ค. ์ฒซ์งธ, ์„ธ๋ผ๋ฏน ์†Œ์žฌ์˜ ํŠน์ง•์— ๋”ฐ๋ฅธ ์„ธ๋ผ๋ฏน ์ฝ”ํŒ… ๋ถ„๋ฆฌ๋ง‰์˜ ๋ฌผ์„ฑ ๋ณ€ํ™”๋ฅผ ๋ถ„์„ํ•˜๊ณ , ๋‚œ์—ฐ์„ฑ์„ ๊ฐ–๋Š” ์ˆ˜์‚ฐํ™”๊ณ„ ์„ธ๋ผ๋ฏน์˜ ์ž๊ธฐ์†Œํ™” ํŠน์„ฑ์— ๋Œ€ํ•˜์—ฌ ์†Œ๊ฐœํ•œ๋‹ค. ์ด์— ๋”ฐ๋ผ ์ „์ง€์˜ ๋ชฉ์ ์— ๋”ฐ๋ฅธ ์„ธ๋ผ๋ฏน ์ž…์ž ์„ ํƒ์— ๋Œ€ํ•œ ๋ฐฉํ–ฅ์„ฑ์„ ์ œ๊ณตํ•œ๋‹ค. ๋‘˜์งธ, ์„ธ๋ผ๋ฏน ์ฝ”ํŒ…์ธต์˜ ๋‚ด์—ด์„ฑ์„ ์ƒ์Šน์‹œํ‚ฌ ์ˆ˜ ์žˆ๋Š” ๋ฐฉ๋ฒ•์œผ๋กœ ์„ธ๋ผ๋ฏน ํ‘œ๋ฉด์„ ํ™”ํ•™์ ์œผ๋กœ ๊ฐœ์งˆํ•˜์—ฌ, ๊ฑด์กฐ ๊ณต์ • ์ค‘ ์„ธ๋ผ๋ฏน ํ‘œ๋ฉด๊ณผ ๋ฐ”์ธ๋”์™€ ํ™”ํ•™์  ๊ฐ€๊ต ๋ฐ˜์‘์„ ์ผ์œผ์ผฐ๋‹ค. ๊ฐ€๊ต๋œ CCS๋Š” ์ฝ”ํŒ…์ธต ๋‚ด๋ถ€ ๋ฌผ์„ฑ์ด ํ–ฅ์ƒ๋˜์—ˆ์œผ๋ฉฐ, ๊ฐ€๊ต๋˜์ง€ ์•Š์€ CCS์— ๋น„ํ•˜์—ฌ ๋™์ผํ•œ ๋ฌด๊ฒŒ, ๋‘๊ป˜์—์„œ ๋†’์€ ๊ณ ์˜จ์—์„œ๋„ ์—ด ์•ˆ์ •์„ฑ์ด ์šฐ์ˆ˜ํ•จ์„ ๋ณด์—ฌ์ค€๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” CCL ๋‚ด๋ถ€์˜ ๊ฐ€๊ต๋ฅผ ํ†ตํ•˜์—ฌ ์—๋„ˆ์ง€๋ฐ€๋„๋ฅผ ๊ฐ์†Œ์‹œํ‚ค์ง€ ์•Š์œผ๋ฉฐ ์ „์ง€์˜ ์•ˆ์ „์„ฑ์„ ํ–ฅ์ƒ์‹œํ‚ฌ ์ˆ˜ ์žˆ๋Š” ๋ฐฉ์•ˆ์„ ์ œ์•ˆํ•œ๋‹ค. ๋งˆ์ง€๋ง‰์œผ๋กœ ๋‚œ์—ฐ์ œ๋ฅผ ์บก์Šํ™”ํ•˜์—ฌ ์„ธ๋ผ๋ฏน๊ณผ ํ•จ๊ป˜ ๋ถ„๋ฆฌ๋ง‰์— ์ฝ”ํŒ…, ๊ธฐ๋Šฅ์„ฑ ์ฝ”ํŒ… ๋ถ„๋ฆฌ๋ง‰์„ ์ œ์กฐํ–ˆ๋‹ค. ์บก์Šํ™”๋œ ๋‚œ์—ฐ์ œ๋Š” LIB ๊ตฌ๋™ํ™˜๊ฒฝ์—์„œ ๋ถ„ํ•ด๋˜์ง€ ์•Š์œผ๋ฉฐ, ํŠน์ • ์˜จ๋„์—์„œ ๋‚ด๋ถ€์˜ ๋‚œ์—ฐ์ œ๊ฐ€ ์šฉ์ถœ๋˜์–ด ํ™”์žฌ๋ฅผ ์ง„์••ํ–ˆ๋‹ค. ๊ธฐ๋Šฅ์„ฑ ์ฝ”ํŒ… ๋ถ„๋ฆฌ๋ง‰์€ ๊ธฐ์กด CCS์™€ ๋™๋“ฑํ•œ ์ด์˜จ์ „๋„ ํŠน์„ฑ ๋ฐ ์ถœ๋ ฅํŠน์„ฑ์„ ๋ณด์ด๋ฉฐ, ์‹ค์ œ ์ ํ™”์‹คํ—˜์„ ํ†ตํ•ด ๊ธฐ๋Šฅ์„ฑ ๋ถ„๋ฆฌ๋ง‰์ด ์ž๊ธฐ์†Œํ™”ํŠน์„ฑ์„ ๊ฐ–๊ณ , ์ ํ™” ์ดํ›„ ๋‚œ์—ฐ ๋ณดํ˜ธ๋ง‰์„ ํ˜•์„ฑํ•˜๋Š” ๊ฒƒ์„ ํ™•์ธํ–ˆ๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” ํ™”์žฌ ์‹œ ์—ฐ์†Œ๋˜์ง€ ์•Š๋Š” ๋‚œ์—ฐ ๋ถ„๋ฆฌ๋ง‰์„ ํ†ตํ•ด ์ „์ง€์˜ ์•ˆ์ „์„ฑ์„ ๊ทน๋Œ€ํ™”ํ•  ์ˆ˜ ์žˆ๋Š” ๋ฐฉ์•ˆ์„ ์ œ์‹œํ•˜์˜€๋‹ค.โ… . Introduction 1 1.1 Introduction to separators for lithium-ion batteries 1 1.2 Challenge issues of ceramic-coated separators 2 1.3 Research goals 4 1.4 Reference 6 โ…ก. Physical and Electrochemical Properties of Ceramic-Coated Separators with Different Ceramic Types for Lithium-Ion Batteries 8 2.1 Introduction 8 2.2 Experimental Section 10 2.2.1 Separator and cell assembly 10 2.2.2 Separator characterization 11 2.2.3 Electrochemical characterization 12 2.3 Results and discussion 14 2.4 Conclusion 20 2.5 Reference 21 โ…ข. Highly improved thermal stability of the ceramic coating layer on the polyethylene separator via chemical crosslinking between ceramic particles and polymeric binders 23 3.1 Introduction 23 3.2 Experimental Section/Methods 26 3.2.1 Materials 26 3.2.2 Fabrication and characterization of the PD-treated ceramic particles 26 3.2.3 Preparation and characterization of the ceramic-coated PE separators 26 3.2.4. Adhesion measurements using a peel tester and a SAICAS 27 3.2.5. Cell assembly and electrochemical analysis 27 3.3 Results & discussion 29 3.4 Conclusion 41 3.5 Reference 42 โ…ฃ. Enhanced safety of lithium ion batteries through a novel functional separator with encapsulated flame retardant and hydroxide ceramics 44 4.1 Introduction 44 4.2 Experimental Section 46 4.2.1 Materials 46 4.2.2 Preparation of Microcapsules 46 4.2.3 Fabrication of functional flame retardant and ceramic-coated separator (F-CCS) 46 4.2.4. Characterization of F-CCS 47 4.2.5. Electrode preparation 47 4.2.6. Electrochemical analysis 48 4.2.7. Flame retardant test 48 4.3 Results and discussion 49 4.4 Conclusion 61 4.5 Reference 62 Summary in Korean 65DoctordCollectio

    Toward understanding the real mechanical robustness of composite electrode impregnated with a liquid electrolyte

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    The mechanical robustness of highly loaded composite electrodes is important for ensuring the long-term reliability of high-energy-density secondary batteries. Considering that in real state, the electrodes in batteries are completely impregnated with electrolyte, the swelling of the polymeric binder must be carefully observed and controlled to maintain the electric connectivity within the electrode. However, the decrease in the cohesion/adhesion of electrodes caused by electrolyte impregnation has not been directly measured due to the absence of appropriate tools. Here, the surface and interfacial cutting analysis system and a specifically designed sample holder are well combined to realize this breakthrough measurement. When electrode is impregnated with a liquid electrolyte, not only the 12% increase in electrode thickness but also the greater than 74% decrease in cohesion/adhesion, which is caused by the swelling of the amorphous phase of the polymeric binders, is clearly observed. The large decrease in cohesion/adhesion can be greatly ameliorated by controlling both the degree of crystallinity and crystallite size of the polymeric binder through a simple annealing process. Thus, it believes that the measurement of the real cohesion and adhesion of composite electrodes can provide an innovative and practical way to secure the reliability of high-energy-density batteries. ยฉ 2020 Elsevier Ltd1

    Robust Cycling of Ultrathin Li Metal Enabled by Nitrate-Preplanted Li Powder Composite

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    Making Li metal batteries (LMBs) with thinner Li is necessary to improve the cell energy density in practice. Li metal powders (LMPs) are beneficial for the facile manufacturing of thin Li, flexible cell design, and the 3D control of Li plating/stripping. However, the inhomogeneous surfaces of commercial LMPs limit their practical use in LMBs. Herein, a 20 mu m-thick, LiNO3 preplanted LMP (LN-LMP) composite electrode, rationally designed for LMP surface stabilization, is presented. The addition of LiNO3 into the slurry uniformly modified the LMP surface by N-rich solid-electrolyte interphase (SEI). Preplanted LiNO3 further acts as a reservoir for the sustainable release into the electrolyte, thereby repairing the SEI upon cycling. The LMBs with LN-LMP exhibited excellent cycling performances (450 cycles at 87.3% retention) compared to the control cells, and even outperformed the cells with LiNO3-containing electrolytes. Further verification with high loading of a LiNixMnyCo1-x-yO2 (NMC) cathode demonstrated the feasibility of the practical cells and the versatility of the thin, LN-LMP anode combined with advanced electrolytes.1

    Mechanical robustness of composite electrode for lithium ion battery: Insight into entanglement & crystallinity of polymeric binder

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    To investigate the correlation between the molecular weight of the polymeric binder in Li-ion battery electrodes and their adhesion properties, polyvinylidene fluoride (PVdF) with three different molecular weights of 500,000, 630,000, and 1,000,000 are selected for LiCoO2 electrode fabrication. Using a surface and interfacial cutting analysis system, it is observed that, as the molecular weight of the PVdF increases, the adhesion strength not only in the electrode composite, but also at the electrode/current collector interface increases. This enhancement can be attributed to the increased polymeric chain entanglement and higher crystallinity of PVdF with higher molecular weight, which is confirmed using a microfluidic viscometer and differential scanning calorimeter, respectively. In summary, regardless of slightly higher electrode resistance, the LiCoO2 electrode with a PVdF binder of high molecular weight shows better electrochemical performance during cycling test even at 60 ยฐC due to its stable mechanical integrity. ยฉ 2019 Elsevier Ltd1

    Design of Thin-Film Interlayer between Silicon Electrode and Current Collector Using a Chemo-Mechanical Degradation Model

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    To enhance delamination limitations in silicon electrode, a thin-film interlayer between silicon electrode and copper current collector is designed using a chemo-mechanical degradation model. The chemo-mechanical degradation model considers the formation of the solid electrolyte interphase on the surface and within the cracks of the silicon electrode, the physical isolation of active materials and the resistance due to loss of contact between the silicon composite electrode and the copper foil as the main capacity fading mechanisms. The model is validated with experimental data collected from coin cells made of silicon electrode with a bare and an adhesive thin film laminated copper foil. The reduction in the delamination limitations depends on the interplay of the adhesion strength, conductivity, coverage and thickness of adhesive thin film on the surface of the copper foil. ยฉ 2020 The Electrochemical Society ("ECS"). Published on behalf of ECS by IOP Publishing Limited.1

    Timeโ€Effective Accelerated Cyclic Aging Analysis of Lithiumโ€Ion Batteries

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    We propose a time-effective framework for accelerated cyclic aging analysis of lithium-ion batteries. The proposed framework involves the coupling of a physico-chemical capacity-fade model that considers the cyclic aging mechanisms of the LiMn2O4/graphite cell, with a physics-based porous-composite electrode model to predict cycling performance at different temperatures. A one-dimensional simple empirical life model is then developed from the coupled physico-chemical capacity-fade model and the physics-based porous-composite electrode model predictions. An accelerated cyclic aging analysis based on the principle of time-temperature superposition is performed using the developed one-dimensional simple life empirical model. The proposed framework is used to predict the maximum number of cycles and the highest temperature required for accelerated cyclic aging analysis of LiMn2O4/graphite cells. The efficacy of the proposed framework is validated with experimental cycle-performance data obtained from LiMn2O4/graphite coin cells at 25 and 60 ยฐC. ยฉ 2019 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim1

    Ultra-thin ceramic coated separator for high energy density lithium-ion battery:In-depth analysis on Al2O3 nano particles penetration into the structure pore

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    The energy density and power of lithium-ion batteries (LIBs) are undoubtedly essential to fuel the satisfying pursuit of next-generation energy storage systems. However, to ensure the safety of LIBs, a micrometer-thick ceramic coating layer (CCL) is coated on the separator by a conventional slurry process, which reduces the energy density and performance of LIBs. For this purpose, a ceramic-coated separator (CCS) fabricated by sputtering has attracted attention because it can secure thermal stability and performance while minimizing the CCL thickness to nanometers. Nevertheless, the analysis of why a CCL with only nanometer thickness could improve the properties of the separator still needs to be investigated. Theoretically, it could be suggested that sputtered nano ceramic particles could penetrate the internal micropore structure of the separator, but no experiments were conducted to identify this. In this study, depth profiling using time-of-flight secondary ion mass spectrometry was conducted to confirm the distribution of sputtered nano ceramic particles in the internal structure of the separator depending on the porosity. The surface composition of the separator changed by the plasma generated during the sputtering process was observed by X-ray photoelectron spectroscopy. In addition, to investigate the effect of the nm-CCL on the properties and electrochemical performance of the separator, we compared it with commercial slurry CCS and single/double-sided ceramic sputtering samples. ยฉ 2023 The Korean Society of Industrial and Engineering ChemistryFALS

    Crosslinkable polyhedral silsesquioxane-based ceramic-coated separators for Li-ion batteries

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    Inorganic polyhedral oligomeric silsesquioxane with epoxy functional groups (ePOSS) is newly presented as a co-binder for the ceramic-coated separator (CCS) for safe Li-ion batteries. The ePOSS-incorporated coating layer significantly improved the dimensional stability of the CCS at 140 ยฐC and maintained the original form even after an ignition test. Although the permeability of the CCS was slightly decreased due to the crosslinked structure of the silsesquioxane coating layer, it showed high electrochemical stability up to 5 V. Moreover, the improved liquid electrolyte wettability by ePOSS co-binder enhanced the ionic conductivity and showed 93% of cycle capacity at 0.5C rate in Li-ion batteries. ยฉ 2018 The Korean Society of Industrial and Engineering Chemistry1

    Separator Dependency on Cycling Stability of Lithium Metal Batteries Under Practical Conditions

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    Development of practical lithium (Li) metal batteries (LMBs) remains challenging despite promises of Li metal anodes (LMAs), owing to Li dendrite formation and highly reactive surface nature. Polyolefin separators used in LMBs may undergo severe mechanical and chemical deterioration when contacting with LMAs. To identify the best polyolefin separator for LMBs, this study investigated the separator-deterministic cycling stability of LMBs under practical conditions, and redefined the key influencing factors, including pore structure, mechanical stability, and chemical affinity, using 12 different commercial separators, including polyethylene (PE), polypropylene (PP), and coated separators. At extreme compression triggered by LMA swelling, isotropic stress release by balancing the machine direction and transverse direction tensile strengths was found to be crucial for mitigating cell short-circuiting. Instead of PP separators, a PE separator that possesses a high elastic modulus and a highly connected pore structure can uniformly regulate LMA swelling. The ceramic coating reinforced short-circuiting resistance, while the cycling efficiency degraded rapidly owing to the detrimental interactions between ceramics and LMAs. This study identified the design principle of separators for practical LMBs with respect to mechanical stability and chemical affinity toward LMAs by elucidating the impacts of separator modification on the cycling performance.FALS

    Highly improved thermal stability of the ceramic coating layer on the polyethylene separator via chemical crosslinking between ceramic particles and polymeric binders

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    The ceramic coating layer (CCL) on a polyolefin separator plays a pivotal role in securing the safety of lithium-ion batteries (LIBs) by suppressing the thermal shrinkage of the separator even under abnormal circumstances. However, an additional CCL inevitably leads to energy density loss and electrochemical performance degradation. To mitigate these weaknesses, we designed a new chemical crosslinking between ceramic particles and polymeric binders to minimize the thickness of the CCL while maintaining its thermal stability. For this purpose, a polydopamine (PD) nanolayer is preliminarily introduced on the surface of ceramic particles using a simple solution polymerization method. Then, a poly(acrylic acid) binder, which can react with the amine groups in the PD, is chosen for the aqueous ceramic coating slurry. Thus, this combination can create a number of crosslinking points within the CCL, which leads to higher adhesion within the CCL after electrolyte impregnation. As a result, the crosslinked PD ceramic-coated separator (xPD-CCS) can maintain its original dimension even at 160 ยฐC for 1 h with a 9-ฮผm polyethylene base film. In addition, a full cell (LiNi0.8Co0.1Mn0.1O2/graphite) with the xPD-CCS can show a comparable cycle performance (capacity retention of 89.2% after 400 cycles) to those of bare polyethylene and non-crosslinked PD-CCS cases. ยฉ 2022 Elsevier B.V.1
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