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Cation-Anion Coordination for Covalent Anchoring of Manganese Oxides to Stabilize Mn Ion Valence and Suppress Jahn-Teller Distortion and Dissolution 锰氧化物共价锚定的正阴离子配位稳定锰离子价并抑制Jahn-Teller畸变和溶解
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-22 DOI: 10.1002/eem2.70061
Xiaojie Lu, Lei Chen, Wenxiao Li, Xiaoliang Zhang, Weili Chi, Shulong Li, Chunxia Wang, Yong Liu, Xiangwu Zhang

The increasing demand for high-capacity energy storage, spurred by the growth of renewable energy, has accelerated the pursuit of cost-effective and sustainable aqueous zinc-ion batteries as a viable alternative to traditional lithium-ion batteries. In this study, a cation-anion coordination cathode material (Zn-MnO2FX) is proposed, which regulates the central valence state of Mn ions by covalently anchoring manganese oxides with Zn ions and F ions to inhibit Jahn-Teller distortion and manganese dissolution. Density Functional Theory calculations elucidate the intercalation of Zn2+ extends the MnO2 layer spacing, reduces ion diffusion barriers, and accelerates ion diffusion, while F ions repair defects and enhance the electronic conductivity of MnO2, which stabilizes the cathodes and prolongs the life span of batteries. The co-insertion of Zn2+/H+ in MnO2 and the auxiliary effect of Zn4SO4·(OH)6·xH2O on dissolution/deposition were elucidated by analyzing the changes in structure, morphology, and impedance during the cycling process. The Zn-MnO2Fx cathode exhibits a high reversible capacity of 365.5 mA h g−1 at 0.1 A g−1, with remarkable capacity retention of 96.7% after 1000 cycles at 1 A g−1. The initial specific capacity of the flexible yarn battery reaches 112.5 mA h g−1 at 0.1 A g−1. This work adeptly addresses the kinetic-stability balance in cathode materials, offering a pioneering strategy for sustainable and efficient large-scale energy storage.

受可再生能源增长的刺激,对高容量储能的需求不断增长,加速了对具有成本效益和可持续性的水性锌离子电池的追求,作为传统锂离子电池的可行替代品。本研究提出了一种正负离子配位正极材料(Zn- mno2fx),该正极材料通过与Zn离子和F离子共价锚定锰氧化物来调节Mn离子的中心价态,以抑制Jahn-Teller畸变和锰的溶解。密度泛函理论计算表明,Zn2+的插入延长了MnO2层间距,减少了离子扩散屏障,加速了离子扩散,而F−离子修复了MnO2的缺陷,提高了MnO2的电子导电性,从而稳定了阴极,延长了电池的寿命。通过分析循环过程中结构、形貌和阻抗的变化,阐明了Zn2+/H+在MnO2中的共插入以及Zn4SO4·(OH)6·xH2O对MnO2溶解/沉积的辅助作用。Zn-MnO2Fx阴极在0.1 a g−1下具有365.5 mA h g−1的高可逆容量,在1 a g−1下循环1000次后容量保持率为96.7%。在0.1 A g−1时,软纱电池的初始比容量达到112.5 mA h g−1。这项工作巧妙地解决了阴极材料的动力学稳定性平衡,为可持续和高效的大规模储能提供了开创性的策略。
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引用次数: 0
Manganese-Incorporated Single-Phase High-Entropy Oxide Modified Separator Enabled High Performance of Lithium-Sulfur Batteries at High Sulfur Loading 锰掺杂单相高熵氧化物改性隔膜实现高硫负载下锂硫电池的高性能
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-22 DOI: 10.1002/eem2.70058
Hassan Raza, Junye Cheng, Subash Kandasamy, Muneeswara Madithedu, Neha Tewari, Idris Temitope Bello, Jialiang Wei, Jia Xu, Liang An, Guangping Zheng, Steven Tyler Boles

High-entropy oxides (HEOs) have sparked scientific interest recently as a potential material technology for lithium-sulfur (Li–S) batteries. This interest stems from their simultaneous roles as sulfur hosts and electrocatalysts, which provide enhancements to the performance of sulfur cathode composites. Nonetheless, their incorporation into the active material blend results in compromised energy density, particularly when their gravimetric proportion is substantial (≥10 wt.%, in the sulfur-based cathode). In this study, a manganese (Mn)-containing HEO (Sconfig ≥ 1.5R) was synthesized and subsequently coated onto a commercial Celgard separator at a low areal loading (~0.23 mg cm−2) with the aim of decreasing HEO content in the cathode composite material while still boosting lithium polysulfide (LPS) conversion kinetics. Li–S batteries incorporating this modified separator-high entropy oxide (MS-HEO) demonstrate exceptional electrochemical performance, achieving a high initial discharge capacity of ~1642 mAh g−1 at 0.1 C and a remarkably low-capacity fade rate of 0.055% per cycle over 450 cycles at 1 C. Remarkably, the MS-HEO batteries exhibited commendable electrochemical performance at high sulfur loading (~7 mg cm−2), delivering an initial discharge capacity of ~819 mAh g−1 during the first discharge and maintaining stable cycling up to 30 cycles at 0.1 C thereafter. Collectively, this work underscores the significance of precise adjustment of HEO compositions through low-temperature MOF calcination strategies and demonstrates their potential to enhance the electrochemical performance of Li–S batteries under the high-sulfur loading conditions necessary for future commercial applications.

高熵氧化物(HEOs)作为锂硫(Li-S)电池的潜在材料技术,最近引起了科学界的兴趣。这种兴趣源于它们同时作为硫宿主和电催化剂的作用,这增强了硫阴极复合材料的性能。尽管如此,它们掺入活性材料混合物会导致能量密度受损,特别是当它们的重量比例很大(≥10wt)时。%,在硫基阴极)。在这项研究中,合成了一种含锰(Mn)的HEO (Sconfig≥1.5R),随后在低面负荷(~0.23 mg cm - 2)下涂覆在商用Celgard分离器上,目的是降低阴极复合材料中的HEO含量,同时仍然提高锂多硫化物(LPS)的转化动力学。采用这种改性的分离剂-高熵氧化物(MS-HEO)的Li-S电池表现出优异的电化学性能,在0.1℃下可达到~1642 mAh g - 1的高初始放电容量,在1℃下可达到450次循环0.055%的极低容量衰减率。第一次放电时的初始放电容量为~819 mAh g−1,此后在0.1 C下可保持稳定循环30次。总的来说,这项工作强调了通过低温MOF煅烧策略精确调整HEO成分的重要性,并展示了它们在未来商业应用所需的高硫负载条件下提高Li-S电池电化学性能的潜力。
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引用次数: 0
A Comprehensive Analysis of Recombination at Grain Boundaries in High-Efficiency Kesterite-Type Solar Cells 高效kesterite型太阳能电池晶界复合的综合分析
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-19 DOI: 10.1002/eem2.70048
Daniel Abou-Ras, Sebastian Weitz, Jialiang Huang, Kaiwen Sun, Yuancai Gong, Alex Jimenez-Arguijo, Mirjana Dimitrievska, Xiaojing Hao, Edgardo Saucedo

The present work reports on microscopic analyses of recombination at grain boundaries (GBs) in polycrystalline Li-doped (Ag,Cu)2ZnSn(S,Se)4 (Li-ACZTSSe) and Cu2ZnSnS4 (CZTS) absorber layers in high-efficiency solar cells (conversion efficiencies of 14.4% and 10.8%). Recombination velocities sGB were determined at a large number of GBs by evaluating profiles extracted from cathodoluminescence intensity distributions across GBs in these polycrystalline layers. In both Li-ACZTSSe and CZTS absorber layers, the sGB values exhibited wide ranges over several orders of magnitude with a median values of 680 and 1100 cm s−1 for the Li-ACZTSSe and CZTS absorbers. A model that provides a comprehensive explanation for this finding is presented and discussed in detail. Correspondingly, wide ranges for sGB can be explained by different positive or negative excess charge densities present at different GBs, leading to different downward or upward band bending on the order of several ±10 meV, provided that the net-doping density of the absorber layers is sufficiently large. As a result of the evaluation of the sGB, input parameters for multidimensional device simulations are obtained. It is revealed that the grain boundary lifetime closely matches the overall effective lifetime, indicating that grain boundary recombination is a key factor limiting the effective carrier lifetime of both Li-ACZTSSe and CZTS absorbers. The estimated VOC losses due to GBs reach up to 126 mV for Li-ACZTSSe and 88 mV for CZTS. This work highlights that reducing grain boundary recombination via improved passivation and increasing grain size is an effective strategy for achieving further efficiency improvements.

本文报道了高效太阳能电池(转换效率分别为14.4%和10.8%)中多晶掺杂(Ag,Cu)2ZnSn(S,Se)4 (Li-ACZTSSe)和Cu2ZnSnS4 (CZTS)吸收层晶界复合(GBs)的微观分析。通过评估从这些多晶层中各gb的阴极发光强度分布中提取的剖面,确定了大量gb的复合速度sGB。在Li-ACZTSSe和CZTS吸收层中,sGB值表现出几个数量级的宽范围,Li-ACZTSSe和CZTS吸收层的中位数分别为680和1100 cm s−1。本文提出并详细讨论了一个对这一发现提供全面解释的模型。相应地,如果吸收层的净掺杂密度足够大,sGB的宽范围可以解释为在不同的gb中存在不同的正或负的过量电荷密度,从而导致在±10 meV数量级上不同的向下或向上的能带弯曲。通过对sGB的评估,获得了多维器件仿真的输入参数。结果表明,晶界复合是限制Li-ACZTSSe和CZTS吸收剂有效载流子寿命的关键因素。对于Li-ACZTSSe,由于gbbs造成的VOC损失估计高达126 mV,对于CZTS则高达88 mV。这项工作强调,通过改进钝化和增加晶粒尺寸来减少晶界复合是实现进一步效率提高的有效策略。
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引用次数: 0
MoS2–WS2 Heterostructures with Vertical Nanosheets for Enhanced Photocatalytic Hydrogen Generation through Morphology-Controlled Chemical Vapor Deposition 具有垂直纳米片的MoS2-WS2异质结构通过形态控制化学气相沉积增强光催化制氢
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-17 DOI: 10.1002/eem2.70055
Dong-Bum Seo, Jin Kim, Young Min Jo, Dong In Kim, Tae Gyeong Lim, Saewon Kang, Soonmin Yim, Sun Sook Lee, Eui-Tae Kim, Ki-Seok An

Constructing a nanostructure that combines abundant active edge sites with a well-designed heterostructure is an effective strategy for enhancing photocatalytic hydrogen generation. However, controllable approaches for creating heterostructures based on vertically standing transition metal dichalcogenide (TMD) nanosheets remain insufficient despite their potential for efficient hydrogen production. In this paper, we present efficient photocatalysts featuring heterojunctions composed of vertically grown TMD (MoS2 and WS2) nanosheets. These structures (WS2, MoS2, and MoS2/WS2 heterostructure) were fabricated using a controllable metal–organic chemical vapor deposition method, which expanded the surface area and facilitated effective photocatalytic hydrogen evolution. The vertical MoS2/WS2 heterostructures demonstrated significantly enhanced hydrogen generation, driven by the synergistic effects of improved light absorption, a large specific surface area, and appropriately arranged staggered heterojunctions. Furthermore, the photocatalytic activity was considerably influenced by the size and density of the vertical nanosheets. Consequently, the nanosheet size-tailored MoS2/WS2 heterostructure achieved a photocatalytic hydrogen generation rate (454.2 μmol h−1 cm−2), which is 2.02 times and 2.19 times higher than that of WS2 (225.6 μmol h−1 cm−2) and MoS2 (207.2 μmol h−1 cm−2). Hence, the proposed strategy can be used to design staggered heterojunctions with edge-rich nanosheets for photocatalytic applications.

构建一种结合丰富的活性边缘位点和精心设计的异质结构的纳米结构是增强光催化制氢的有效策略。然而,基于垂直直立过渡金属二硫化物(TMD)纳米片的异质结构的可控方法仍然不足,尽管它们具有高效制氢的潜力。在本文中,我们提出了由垂直生长的TMD (MoS2和WS2)纳米片组成异质结的高效光催化剂。这些结构(WS2、MoS2和MoS2/WS2异质结构)采用可控金属-有机化学气相沉积方法制备,扩大了表面面积,促进了有效的光催化析氢。MoS2/WS2垂直异质结构在光吸收改善、比表面积大、错开异质结合理排列的协同作用下,显著增强了制氢能力。此外,垂直纳米片的尺寸和密度对光催化活性有很大影响。结果表明,纳米片尺寸定制的MoS2/WS2异质结构的光催化产氢速率为454.2 μmol h−1 cm−2,分别是WS2 (225.6 μmol h−1 cm−2)和MoS2 (207.2 μmol h−1 cm−2)的2.02倍和2.19倍。因此,所提出的策略可用于设计具有富边纳米片的交错异质结,用于光催化应用。
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引用次数: 0
Three-Dimensional Graphene Aerogel Materials for Supercapacitors: Strategies and Mechanisms 用于超级电容器的三维石墨烯气凝胶材料:策略和机制
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-17 DOI: 10.1002/eem2.70054
Xiaobin Gong, Xinfang Zhang, Dashuang Wang, Chuan Jing, Yu Xin Zhang

Graphene aerogels (GAs) exhibit exceptional potential in energy storage, particularly for high-capacity supercapacitors (SCs), owing to their unique three-dimensional (3D) porous structure, high conductivity, and mechanical stability. Despite limitations in electron transport and surface polarity, their performance can be enhanced through structural optimization and synthesis strategies. This review traces the evolution of GAs from 1931 to 2024, integrating historical development with recent breakthroughs. It analyzes the synergistic effects of synthesis methods (self-assembly, template-assisted) and drying techniques (freezing/supercritical/ambient-pressure drying), elucidating structure–performance relationships and electrochemical mechanisms. This review also details the current research status of GAs applied in double-layer capacitors and pseudocapacitors. It identifies existing issues and summarizes ways to improve performance. Additionally, the research prospects of AI-assisted and in situ dynamic characterization in the development of GAs are outlined. In conclusion, this review aims to further advance high-performance GA electrode materials for SC applications and to anticipate future technological trends, providing a basis and academic reference for researchers in the energy storage field.

石墨烯气凝胶(GAs)由于其独特的三维(3D)多孔结构、高导电性和机械稳定性,在能量存储方面表现出非凡的潜力,特别是在大容量超级电容器(SCs)方面。尽管在电子传递和表面极性方面存在局限性,但它们的性能可以通过结构优化和合成策略来增强。本文回顾了1931年至2024年天然气的演变,将历史发展与近期突破相结合。分析了合成方法(自组装、模板辅助)和干燥技术(冷冻/超临界/常压干燥)的协同效应,阐明了结构-性能关系和电化学机理。综述了气体在双层电容器和伪电容器中的应用研究现状。它确定了存在的问题并总结了改进性能的方法。展望了人工智能辅助和原位动态表征在天然气开发中的研究前景。综上所述,本文旨在进一步推进用于储能领域的高性能GA电极材料,并预测未来的技术趋势,为储能领域的研究人员提供基础和学术参考。
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引用次数: 0
Waste Coffee Grounds-Derived Micropores Carbon Framework as an Efficient Iodine Host for Zinc Iodine Battery 废咖啡渣微孔碳骨架作为锌碘电池的高效碘载体
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-16 DOI: 10.1002/eem2.70045
Lingfeng Zhu, Xinwei Guan, Peng Li, Yibo Ma, Zhenfang Zhang, Zhilong Yuan, Congcong Zhang, Ye Wang, Hui Li, Baohua Jia, Hai Yu, Yifei Sun, Tianyi Ma

Aqueous zinc-iodine batteries (AZIBs) have attracted significant attention as the most promising next-generation energy storage technology due to their low cost, inherent safety, and high energy density. However, their practical application is hindered by the poor electronic conductivity of iodine cathodes and the severe shuttling effect of intermediate polyiodides. Here, we report a novel micropores carbon framework (MCF) synthesized from waste coffee grounds via a facile carbonization-activation process. The resultant MCF features an ultrahigh specific surface area and a high density of micropores, which not only physically confine iodine species to minimize iodine loss but also enhance the electronic conductivity of the composite cathode. Furthermore, biomass-derived heteroatom dopings (nitrogen functionalities) facilitate effective chemical anchoring of polyiodide intermediates, thereby mitigating the shuttle effect. UV–visible spectroscopy and electrochemical kinetic analyses further confirm the rapid transformation and inhibition mechanism of iodine species by MCF. Consequently, the MCF/I2 cathode delivers superior specific capacities of 238.3 mA h g−1 at 0.2 A g−1 and maintains outstanding cycling performance with a capacity retention of 85.2% after 1200 cycles at 1.0 A g−1. This work not only provides an important reference for the design of high-performance iodine-host porous carbon materials but also explores new paths for the sustainable, high-value utilization of waste biomass resources.

水相锌碘电池(azib)由于其低成本、高安全性和高能量密度等优点,作为最有前途的新一代储能技术受到了广泛的关注。然而,碘阴极的电子导电性差和中间多碘化物的严重穿梭效应阻碍了它们的实际应用。在这里,我们报告了一种新的微孔碳框架(MCF)由废咖啡渣通过简单的碳化活化过程合成。合成的MCF具有超高的比表面积和高密度的微孔,这不仅在物理上限制了碘的种类,减少了碘的损失,而且提高了复合阴极的电子导电性。此外,生物质衍生的杂原子掺杂(氮官能团)促进了多碘化物中间体的有效化学锚定,从而减轻了穿梭效应。紫外可见光谱和电化学动力学分析进一步证实了MCF对碘的快速转化和抑制机理。因此,MCF/I2阴极在0.2 A g−1下提供了238.3 mA h g−1的优越比容量,并且在1.0 A g−1下1200次循环后保持了85.2%的出色循环性能。这项工作不仅为高性能碘载体多孔碳材料的设计提供了重要参考,而且为废弃生物质资源的可持续、高价值利用开辟了新的途径。
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引用次数: 0
Enhanced Stability and Efficiency in Ge–Pb-Based Perovskite Solar Cells through PCCMAI-Induced Ge Defect Passivation pccmai诱导锗缺陷钝化提高锗铅基钙钛矿太阳能电池的稳定性和效率
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-16 DOI: 10.1002/eem2.70052
Shahriar Mohammadi, L. Jan Anton Koster, Sakineh Akbari Nia

The advantages of the Ge–Pb-based perovskite solar cells (PSCs), such as low bandgap, have made this kind of PSC popular nowadays. Nevertheless, they have adverse properties that need to be fixed, such as short lifetime and fast crystallization process, which causes Ge defects. In this research, the passivation of Ge defects by using pyridinium chlorochromate methylamine iodine (PCCMAI) in the perovskite film (PF) structure is investigated. By using PCCMAI, the PSC's performance enhancement and surface morphology optimization were observed. It is determined that by the reaction of PCCMAI in the perovskite solvent, a coordination polydentate is formed in Ge–Pb mixed perovskite, and it results in the improvement of crystallization quality and electron transfer. After PCCMAI treatment of the Ge–Pb-based perovskite film, the measured power conversion efficiency (PCE) indicates that the performance of the fabricated PSC increased from 16.85% to 20.14%. Moreover, fabricated PSCs show an increment in stability after PCCMAI treatment.

锗-铅基钙钛矿太阳能电池(PSCs)具有低带隙等优点,使其成为当今流行的太阳能电池。然而,它们具有需要修复的不良性能,如寿命短和结晶过程快,这导致了锗缺陷。本文研究了钙钛矿膜(PF)结构中氯铬酸甲胺碘吡啶(PCCMAI)对锗缺陷的钝化作用。通过PCCMAI,观察了PSC的性能增强和表面形貌优化。结果表明,PCCMAI在钙钛矿溶剂中反应,在Ge-Pb混合钙钛矿中形成配位多齿化物,提高了结晶质量和电子转移。经PCCMAI处理后的锗铅基钙钛矿薄膜的功率转换效率(PCE)由16.85%提高到20.14%。此外,经PCCMAI处理后,制备的PSCs的稳定性增加。
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引用次数: 0
Suppressing Jahn-Teller Effect of MnO2 via Synergistically Crystalline and Electronic Structural Regulation for Efficient Ammonium Ion Capture 通过协同晶体和电子结构调控抑制MnO2的Jahn-Teller效应,实现有效的铵离子捕获
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-09 DOI: 10.1002/eem2.70049
Shuwen Du, Shiyong Wang, Yuhao Lei, Lin Zhao, Gang Wang, Jieshan Qiu

Layered manganese dioxide (δ-MnO2) is considered a promising ammonium ion capture electrode material for capacitive deionization (CDI) attributed to its high theoretical capacity and cost-effectiveness. Nevertheless, it continues to encounter challenges including rapid capacity degradation, structural instability, and Jahn–Teller effect. Herein, a crystal and electron synergistically regulation engineering strategy is proposed for the suppression of the Jahn–Teller effect and the improvement of ammonium ion storage dynamics in F doped MnO2 (MnOF). The induced action of F ions transforms the MnO2 structure from the original cubic [MnO6] octahedron into an asymmetric [Mn(OF)6] octahedron with electron redistribution, and generates a localized charge imbalance along the O–Mn–F pathway, which promotes electron transfer from Mn to F direction, accelerates electron transfer, and reduces the energy barrier of ammonium ion diffusion. As a result, the prepared MnOF exhibited a maximum salt adsorption capacity of 144.3 mg g−1 and an exceptionally high salt adsorption rate of 18.25 mg g−1 min−1, along with outstanding cycling stability. Besides, ex/in situ characterizations reveal that in MnOF, the formation/breaking of hydrogen bond is accompanied by the insertion/deinsertion of NH4+. Therefore, the rational introduction of highly electronegative anions provides a new direction for the development of advanced CDI electrode materials.

层状二氧化锰(δ-MnO2)由于具有较高的理论容量和成本效益,被认为是一种很有前途的用于电容去离子(CDI)的铵离子捕获电极材料。然而,它仍然面临着容量快速退化、结构不稳定和Jahn-Teller效应等挑战。本文提出了一种晶体和电子协同调控工程策略,用于抑制掺F MnO2 (MnOF)中的Jahn-Teller效应和改善铵离子存储动力学。F离子的诱导作用使MnO2结构由原来的立方[MnO6]八面体转变为具有电子重分布的不对称[Mn(of)6]八面体,并沿O-Mn-F途径产生局域电荷不平衡,促进电子从Mn方向向F方向转移,加速电子转移,降低铵离子扩散的能垒。结果表明,制备的MnOF的最大盐吸附量为144.3 mg g−1,盐吸附率高达18.25 mg g−1 min−1,并且具有良好的循环稳定性。此外,原位/原位表征表明,在MnOF中,氢键的形成/断裂伴随着nh4 +的插入/脱插入。因此,合理引入高电负性阴离子,为开发先进的CDI电极材料提供了新的方向。
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引用次数: 0
LiBF4-Derived Coating on LiCoO2 for 4.5 V Operation of Li6PS5Cl-Based Solid-State Batteries li6ps5cl基固态电池4.5 V工作用libf4衍生涂层
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-30 DOI: 10.1002/eem2.70047
Feng Jin, Ingeborg Sellæg Ellingsen, Laras Fadillah, Quoc Hung Nguyen, Henrik Rotvær Bratlie, Daniel Knez, Gerald Kothleitner, Mir Mehraj Ud Din, Sverre M. Selbach, Günther J. Redhammer, Daniel Rettenwander

Solid-state batteries are attracting considerable attention for their high-energy density and improved safety over conventional lithium-ion batteries. Among solid-state electrolytes, sulfide-based options like Li6PS5Cl are especially promising due to their superior ionic conductivity. However, interfacial degradation between sulfide electrolytes and high-voltage cathodes, such as LiCoO2, limits long-term performance. This study demonstrates that a LiBF4-derived F-rich coating on LiCoO2, applied by immersing LiCoO2 particles in a LiBF4 solution followed by annealing, can significantly enhance performance in Li6PS5Cl-based solid-state batteries. This coating enables stable high-voltage (4.5 V vs Li+/Li) operation, achieving an initial specific capacity of 153.82 mAh g−1 and 87.1% capacity retention over 300 cycles at 0.5C. The enhanced performance stems from the F-rich coating, composed of multiple phases including LiF, CoF2, LixBFyOz, and LixBOy, which effectively suppresses side reactions at the LiCoO2|Li6PS5Cl interface and improves lithium-ion diffusivity, thereby enabling greater Li capacity utilization. Our findings provide a practical pathway for advancing solid-state batteries with high-voltage LiCoO2 cathodes, offering substantial promise for next-generation energy storage systems.

与传统锂离子电池相比,固态电池因其高能量密度和更高的安全性而备受关注。在固态电解质中,基于硫化物的选择,如Li6PS5Cl,由于其优异的离子导电性,尤其有前景。然而,硫化物电解质与高压阴极(如LiCoO2)之间的界面降解限制了其长期性能。本研究表明,通过将LiCoO2颗粒浸入LiBF4溶液中并进行退火处理,在LiCoO2表面涂覆LiBF4衍生的富f涂层,可以显著提高li6ps5cl基固态电池的性能。该涂层可实现稳定的高压(4.5 V vs Li+/Li)操作,在0.5C下实现153.82 mAh g - 1的初始比容量和超过300次循环的87.1%容量保持。性能的增强源于富f涂层,由LiF、CoF2、LixBFyOz和LixBOy等多相组成,有效抑制了LiCoO2|Li6PS5Cl界面的副反应,提高了锂离子的扩散率,从而提高了锂容量利用率。我们的发现为推进高压LiCoO2阴极固态电池提供了一条实用途径,为下一代储能系统提供了巨大的希望。
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引用次数: 0
Artificial Intelligence-Driven Innovations in Hydrogen Storage Technology 人工智能驱动的储氢技术创新
IF 14.1 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-29 DOI: 10.1002/eem2.70041
Yusong Ding, Lele Tong, Xiaolin Liu, Ying Liu, Yan Zhao

In the global transition towards sustainable energy sources, hydrogen energy has emerged as an indispensable pillar in reshaping the energy landscape, owing to its environmental sustainability, zero emissions, and high efficiency. Nevertheless, the large-scale deployment of hydrogen energy is confronted with substantial technical barriers in storage and transportation. Although contemporary research has shifted focus to the development of highly efficient hydrogen storage materials, conventional material design concepts remain predominantly empirical, typically relying on trial-and-error methodologies. Importantly, the widespread application of artificial intelligence technologies in accelerating materials discovery and optimization has attracted considerable attention. This review provides a comprehensive overview of the latest advancements in hydrogen storage technologies, with an emphasis on the synergistic application of high-throughput screening and machine learning in solid-state hydrogen storage materials. These approaches demonstrate exceptional potential in accurately predicting hydrogen storage properties, optimizing material performance, and accelerating the development of innovative hydrogen storage materials. Specifically, we discuss in detail the essential role of artificial intelligence in developing hydrogen storage materials such as metal hydrides, alloys, carbon materials, metal–organic frameworks, and zeolites. Moreover, underground hydrogen storage is further explored as a scalable renewable energy storage solution, particularly in terms of optimizing storage parameters and performance prediction. By systematically analyzing the limitations of existing hydrogen storage approaches and the transformative potential of artificial intelligence-driven methods, this review offers insights into the discovery and optimization of high-performance hydrogen storage materials, contributing to sustainable global energy development and technological innovation.

在全球向可持续能源转型的过程中,氢能因其环境可持续性、零排放和高效率,已成为重塑能源格局不可或缺的支柱。然而,氢能的大规模部署在储存和运输方面面临着巨大的技术障碍。尽管当代研究已经将重点转移到高效储氢材料的开发上,但传统的材料设计概念仍然主要依靠经验,通常依赖于试错方法。重要的是,人工智能技术在加速材料发现和优化方面的广泛应用已经引起了相当大的关注。本文综述了储氢技术的最新进展,重点介绍了高通量筛选和机器学习在固态储氢材料中的协同应用。这些方法在准确预测储氢性能、优化材料性能和加速创新储氢材料的开发方面显示出非凡的潜力。具体来说,我们详细讨论了人工智能在开发储氢材料(如金属氢化物、合金、碳材料、金属有机框架和沸石)中的重要作用。此外,地下储氢作为一种可扩展的可再生能源存储解决方案,特别是在优化存储参数和性能预测方面进行了进一步探索。通过系统分析现有储氢方法的局限性和人工智能驱动方法的变革潜力,本综述为高性能储氢材料的发现和优化提供了见解,为全球可持续能源发展和技术创新做出了贡献。
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Energy & Environmental Materials
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