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Tuning the surface electronic structure of noble metal aerogels to promote the electrocatalytic oxygen reduction 调整贵金属气凝胶的表面电子结构,促进电催化氧还原
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-17 DOI: 10.1016/j.jechem.2023.11.006
Hongxing Yuan, Wei Gao, Xinhao Wan, Jianqi Ye, Dan Wen

The sluggish kinetics of the oxygen reduction reaction (ORR) is the bottleneck for various electrochemical energy conversion devices. Regulating the electronic structure of electrocatalysts by ligands has received particular attention in deriving valid ORR electrocatalysts. Here, the surface electronic structure of Pt-based noble metal aerogels (NMAs) was modulated by various organic ligands, among which the electron-withdrawing ligand of 4-methylphenylene effectively boosted the ORR electrocatalysis. Theoretical calculations suggested the smaller energy barrier for the transformation of O* to OH* and downshift the d-band center of Pt due to the interaction between 4-methylphenylene and the surface metals, thus enhancing the ORR intrinsic activity. Both Pt3Ni and PtPd aerogels with 4-methylphenylene decoration performed significant enhancement in ORR activity and durability in different media. Remarkably, the 4-methylphenylene modified PtPd aerogel exhibited the higher half-wave potential of 0.952 V and the mass activity of 10.2 times of commercial Pt/C. This work explained the effect of electronic structure on ORR electrocatalytic properties and would promote functionalized NMAs as efficient ORR electrocatalysts.

氧还原反应(ORR)动力学缓慢是各种电化学能量转换装置的瓶颈。利用配体调节电催化剂的电子结构在制备有效的ORR电催化剂中受到了特别的关注。在这里,pt基贵金属气凝胶(NMAs)的表面电子结构被各种有机配体调制,其中4-甲基苯基吸电子配体有效地促进了ORR电催化。理论计算表明,由于4-甲基苯基与表面金属的相互作用,O*向OH*转变的能垒较小,Pt的d带中心下移,从而增强了ORR的本征活性。4-甲基苯基修饰的Pt3Ni和PtPd气凝胶在不同介质中的ORR活性和耐久性都有显著提高。4-甲基苯乙烯修饰的PtPd气凝胶具有较高的半波电位0.952 V,质量活性是商品Pt/C的10.2倍。这项工作解释了电子结构对ORR电催化性能的影响,并将促进功能化nma成为高效的ORR电催化剂。
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引用次数: 0
Durable poly(binaphthyl-co-p-terphenyl piperidinium)-based anion exchange membranes with dual side chains 耐用的双侧链聚(对-对-对苯二酚哌啶)基阴离子交换膜
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-17 DOI: 10.1016/j.jechem.2023.11.008
Weiting Gao , Xuelang Gao , Qiugen Zhang , Aimei Zhu , Qinglin Liu

Building well-developed ion-conductive highways is highly desirable for anion exchange membranes (AEMs). Grafting side chain is a highly effective approach for constructing a well-defined phase-separated morphological structure and forming unblocked ion pathways in AEMs for fast ion transport. Fluorination of side chains can further enhance phase separation due to the superhydrophobic nature of fluorine groups. However, their electronic effect on the alkaline stability of side chains and membranes is rarely reported. Here, fluorine-containing and fluorine-free side chains are introduced into the polyaromatic backbone in proper configuration to investigate the impact of the fluorine terminal group on the stability of the side chains and membrane properties. The poly(binaphthyl-co-p-terphenyl piperidinium) AEM (QBNpTP) has the highest molecular weight and most dimensional stability due to its favorable backbone arrangement among ortho- and meta-terphenyl based AEMs. Importantly, by introducing both a fluorinated piperidinium side chain and a hexane chain into the p-terphenyl-based backbone, the prepared AEM (QBNpTP-QFC) presents an enhanced conductivity (150.6 mS cm−1) and a constrained swelling at 80 °C. The electronic effect of fluorinated side chains is contemplated by experiments and simulations. The results demonstrate that the presence of strong electro-withdrawing fluorine groups weakens the electronic cloud of adjacent C atoms, increasing OH attack on the C atom and improving the stability of piperidinium cations. Hence QBNpTP-QFC possesses a robust alkaline stability at 80 °C (95.3% conductivity retention after testing in 2 M NaOH for 2160 h). An excellent peak power density of 1.44 W cm−2 and a remarkable durability at 80 °C (4.5% voltage loss after 100 h) can be observed.

建立完善的离子导电高速公路是阴离子交换膜(AEMs)的迫切需要。接枝侧链是在AEMs中构建明确的相分离形态结构和形成畅通的离子通道以实现快速离子传输的有效方法。由于氟基团的超疏水性,侧链的氟化可以进一步增强相分离。然而,它们对侧链和膜的碱性稳定性的电子影响很少报道。本文将含氟和不含氟侧链以适当的构型引入到多芳骨架中,研究氟端基对侧链稳定性和膜性能的影响。由于在邻苯和间苯基AEM中良好的主链排列,聚(联萘基-co-对terphenyl - piperidinium) AEM (QBNpTP)具有最高的分子量和最大的尺寸稳定性。重要的是,通过在对特苯基骨架中引入氟化哌啶侧链和己烷链,制备的AEM (QBNpTP-QFC)具有增强的电导率(150.6 mS cm−1)和在80℃下受限的溶胀性。通过实验和模拟研究了氟化侧链的电子效应。结果表明,强吸电氟基团的存在削弱了相邻C原子的电子云,增加了OH -对C原子的攻击,提高了哌酸离子的稳定性。因此,qbnpdp - qfc在80°C下具有强大的碱性稳定性(在2 M NaOH中测试2160 h后电导率保持95.3%)。在80°C下,可以观察到出色的峰值功率密度为1.44 W cm - 2,并且具有显着的耐久性(100 h后电压损失4.5%)。
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引用次数: 0
Sulfur doped iron-nitrogen-hard carbon nanosheets as efficient and robust noble metal-free catalysts for oxygen reduction reaction in PEMFC 硫掺杂铁氮硬碳纳米片作为PEMFC中高效、稳健的无贵金属氧还原反应催化剂
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-15 DOI: 10.1016/j.jechem.2023.10.046
Bin Liu, Jiawang Li, Bowen Yan, Qi Wei, Xingyu Wen, Huarui Xie, Huan He, Pei Kang Shen, Zhi Qun Tian

Transition metal-nitrogen-carbon (M-N-C) as a promising substitute for the conventional noble metal-based catalyst still suffers from low activity and durability for oxygen reduction reaction (ORR) in proton exchange membrane fuel cells (PEMFCs). To tackle the issue, herein, a new type of sulfur-doped iron-nitrogen-hard carbon (S-Fe-N-HC) nanosheets with high activity and durability in acid media were developed by using a newly synthesized precursor of amide-based polymer with Fe ions based on copolymerizing two monomers of 2, 5-thiophene dicarboxylic acid (TDA) as S source and 1, 8-diaminonaphthalene (DAN) as N source via an amination reaction. The as-synthesized S-Fe-N-HC features highly dispersed atomic FeNx moieties embedded into rich thiophene-S doped hard carbon nanosheets filled with highly twisted graphite-like microcrystals, which is distinguished from the majority of M-N-C with soft or graphitic carbon structures. These unique characteristics endow S-Fe-N-HC with high ORR activity and outstanding durability in 0.5 M H2SO4. Its initial half-wave potential is 0.80 V and the corresponding loss is only 21 mV after 30,000 cycles. Meanwhile, its practical PEMFC performance is a maximum power output of 628.0 mW cm−2 and a slight power density loss is 83.0 mW cm−2 after 200-cycle practical operation. Additionally, theoretical calculation shows that the activity of FeNx moieties on ORR can be further enhanced by sulfur doping at meta-site near FeN4C. These results evidently demonstrate that the dual effect of hard carbon substrate and S doping derived from the precursor platform of amid-polymers can effectively enhance the activity and durability of Fe-N-C catalysts, providing a new guidance for developing advanced M-N-C catalysts for ORR.

过渡金属-氮-碳(M-N-C)催化剂作为传统贵金属基催化剂的替代品,在质子交换膜燃料电池(pemfc)中的氧还原反应(ORR)中存在活性低、耐久性差的问题。为了解决这一问题,本文以2,5 -噻吩二羧酸(TDA)为S源,1,8 -二氨基萘(DAN)为N源,通过胺化反应合成含铁离子的酰胺基聚合物前驱体,制备了一种新型的高活性和耐酸介质中耐久的硫掺杂铁氮硬碳(S-Fe-N- hc)纳米片。合成的S-Fe-N-HC具有高度分散的原子FeNx基团嵌入富含噻吩-s掺杂的硬碳纳米片中,并填充高度扭曲的石墨状微晶体,这与大多数具有软碳或石墨碳结构的M-N-C不同。这些独特的特性使S-Fe-N-HC在0.5 M H2SO4中具有较高的ORR活性和优异的耐久性。其初始半波电位为0.80 V,经过3万次循环损耗仅为21 mV。同时,其实际PEMFC性能为最大功率输出628.0 mW cm−2,经过200周的实际运行,功率密度损失为83.0 mW cm−2。此外,理论计算表明,在FeN4C附近的元位上掺杂硫可以进一步增强FeNx在ORR上的活性。这些结果表明,硬碳衬底和源自中间体聚合物前驱体平台的S掺杂的双重作用可以有效地提高Fe-N-C催化剂的活性和耐久性,为开发先进的M-N-C ORR催化剂提供了新的指导。
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引用次数: 0
A new review of single-ion conducting polymer electrolytes in the light of ion transport mechanisms 单离子导电聚合物电解质在离子传输机制方面的新进展
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-15 DOI: 10.1016/j.jechem.2023.11.005
Yuqi Luo, Lu Gao, Weimin Kang

With the depletion of fossil fuels and the demand for high-performance energy storage devices, solid-state lithium metal batteries have received widespread attention due to their high energy density and safety advantages. Among them, the earliest developed organic solid-state polymer electrolyte has a promising future due to its advantages such as good mechanical flexibility, but its poor ion transport performance dramatically limits its performance improvement. Therefore, single-ion conducting polymer electrolytes (SICPEs) with high lithium-ion transport number, capable of improving the concentration polarization and inhibiting the growth of lithium dendrites, have been proposed, which provide a new direction for the further development of high-performance organic polymer electrolytes. In view of this, lithium ions transport mechanisms and design principles in SICPEs are summarized and discussed in this paper. The modification principles currently used can be categorized into the following three types: enhancement of lithium salt anion-polymer interactions, weakening of lithium salt anion-cation interactions, and modulation of lithium ion-polymer interactions. In addition, the advances in single-ion conductors of conventional and novel polymer electrolytes are summarized, and several typical high-performance single-ion conductors are enumerated and analyzed in what way they improve ionic conductivity, lithium ions mobility, and the ability to inhibit lithium dendrites. Finally, the advantages and design methodology of SICPEs are summarized again and the future directions are outlined.

随着化石燃料的枯竭和对高性能储能器件的需求,固态锂金属电池以其高能量密度和安全优势受到广泛关注。其中,最早开发的有机固态聚合物电解质由于具有良好的机械柔韧性等优点,前景广阔,但其较差的离子传输性能极大地限制了其性能的提高。因此,高锂离子输运数、能够改善浓度极化和抑制锂枝晶生长的单离子导电聚合物电解质(SICPEs)被提出,为高性能有机聚合物电解质的进一步发展提供了新的方向。鉴于此,本文对锂离子在SICPEs中的输运机制和设计原则进行了总结和讨论。目前使用的改性原理可分为增强锂盐阴离子-聚合物相互作用、减弱锂盐阴离子-阳离子相互作用和调节锂盐-聚合物相互作用三种类型。此外,总结了传统聚合物电解质和新型聚合物电解质中单离子导体的研究进展,列举并分析了几种典型的高性能单离子导体是如何提高离子电导率、锂离子迁移率以及抑制锂枝晶的能力的。最后,再次总结了SICPEs的优点和设计方法,并展望了未来的发展方向。
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引用次数: 0
Chemico-biological conversion of carbon dioxide 二氧化碳的化学-生物转化
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-14 DOI: 10.1016/j.jechem.2023.10.058
Liangwei Hu , Junzhu Yang , Qi Xia , Jin Zhang , Hongxin Zhao , Yuan Lu

The unabated carbon dioxide (CO2) emission into the atmosphere has exacerbated global climate change, resulting in extreme weather events, biodiversity loss, and an intensified greenhouse effect. To address these challenges and work toward carbon (C) neutrality and reduced CO2 emissions, the capture and utilization of CO2 have become imperative in both scientific research and industry. One cutting-edge approach to achieving efficient catalytic performance involves integrating green bioconversion and chemical conversion. This innovative strategy offers several advantages, including environmental friendliness, high efficiency, and multi-selectivity. This study provides a comprehensive review of existing technical routes for carbon sequestration (CS) and introduces two novel CS pathways: the electrochemical-biological hybrid and artificial photosynthesis systems. It also thoroughly examines the synthesis of valuable Cn products from the two CS systems employing different catalysts and biocatalysts. As both systems heavily rely on electron transfer, direct and mediated electron transfer has been discussed and summarized in detail. Additionally, this study explores the conditions suitable for different catalysts and assesses the strengths and weaknesses of biocatalysts. We also explored the biocompatibility of the electrode materials and developed novel materials. These materials were specifically engineered to combine with enzymes or microbial cells to solve the biocompatibility problem, while improving the electron transfer efficiency of both. Furthermore, this review summarizes the relevant systems developed in recent years for manufacturing different products, along with their respective production efficiencies, providing a solid database for development in this direction. The novel chemical-biological combination proposed herein holds great promise for the future conversion of CO2 into advanced organic compounds. Additionally, it offers exciting prospects for utilizing CO2 in synthesizing a wide range of industrial products. Ultimately, the present study provides a unique perspective for achieving the vital goals of “peak shaving” and C-neutrality, contributing significantly to our collective efforts to combat climate change and its associated challenges.

不断增加的二氧化碳排放加剧了全球气候变化,导致极端天气事件、生物多样性丧失和温室效应加剧。为了应对这些挑战,朝着碳(C)中和和减少二氧化碳排放的方向努力,二氧化碳的捕获和利用在科学研究和工业中都变得势在必行。实现高效催化性能的一个前沿方法包括整合绿色生物转化和化学转化。这种创新策略具有环境友好、效率高、多选择性等优点。本文综述了现有的碳固存技术途径,并介绍了两种新的碳固存途径:电化学-生物杂交和人工光合作用系统。它也彻底检查了有价值的Cn产品的合成从两个CS系统采用不同的催化剂和生物催化剂。由于这两种体系都严重依赖于电子传递,因此本文对直接电子传递和介导电子传递进行了详细的讨论和总结。此外,本研究还探讨了不同催化剂的适用条件,并评估了生物催化剂的优缺点。我们还探索了电极材料的生物相容性,并开发了新型材料。这些材料经过专门设计,可以与酶或微生物细胞结合,以解决生物相容性问题,同时提高两者的电子传递效率。此外,本文还总结了近年来针对不同产品生产开发的相关系统,以及它们各自的生产效率,为这一方向的开发提供了坚实的数据库。本文提出的新型化学-生物组合在未来将二氧化碳转化为高级有机化合物方面具有很大的前景。此外,它还为利用二氧化碳合成各种工业产品提供了令人兴奋的前景。最终,本研究为实现“调峰”和碳中和的重要目标提供了一个独特的视角,为我们共同努力应对气候变化及其相关挑战做出了重大贡献。
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引用次数: 0
Stabilizing iridium sites via interface and reconstruction regulations for water oxidation in alkaline and acidic media 在碱性和酸性介质中通过界面稳定铱位点和水氧化的重建规则
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-10 DOI: 10.1016/j.jechem.2023.10.055
Weibin Chen , Yanhui Song , Lei Li , Junjie Guo , Zhan Lin

Exploring effective iridium (Ir)-based electrocatalysts with stable iridium centers is highly desirable for oxygen evolution reaction (OER). Herein, we regulated the incorporation manner of Ir in Co3O4 support to stabilize the Ir sites for effective OER. When anchored on the surface of Co3O4 in the form of Ir(OH)6 species, the created Ir-OH-Co interface leads to a limited stability and poor acidic OER due to Ir leaching. When doped into Co3O4 lattice, the analyses of X-ray absorption spectroscopy, in-situ Raman, and OER measurements show that the partially replacement of Co in Co3O4 by Ir atoms inclines to cause strong electronic effect and activate lattice oxygen in the presence of Ir-O-Co interface, and simultaneously master the reconstruction effect to mitigate Ir dissolution, realizing the improved OER activity and stability in alkaline and acidic environments. As a result, Irlat@Co3O4 with Ir loading of 3.67 wt% requires 294 ± 4 mV / 285 ± 3 mV and 326 ± 2 mV to deliver 10 mA cm−2 in alkaline (0.1 M KOH / 1.0 M KOH) and acidic (0.5 M H2SO4) solution, respectively, with good stability.

探索具有稳定铱中心的有效铱基电催化剂是析氧反应(OER)的迫切需要。本文中,我们调节了Ir在Co3O4载体中的掺入方式,以稳定Ir位点以实现有效的OER。当以Ir(OH)6的形式锚定在Co3O4表面时,形成的Ir-OH- co界面由于Ir浸出导致稳定性有限,酸性OER较差。当掺杂到Co3O4晶格中时,x射线吸收光谱、原位拉曼和OER测量分析表明,在存在Ir- o -Co界面的情况下,Co3O4中的Co被Ir原子部分取代,倾向于产生强烈的电子效应,激活晶格氧,同时掌握了Ir溶解的重建效应,实现了在碱性和酸性环境下OER活性和稳定性的提高。结果表明,当Ir负载为3.67 wt%时,Irlat@Co3O4在碱性(0.1 M KOH / 1.0 M KOH)和酸性(0.5 M H2SO4)溶液中分别需要294±4 mV / 285±3 mV和326±2 mV才能输送10 mA cm - 2,且稳定性良好。
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引用次数: 0
Buried interface management via bifunctional NH4BF4 towards efficient CsPbI2Br solar cells with a Voc over 1.4 V 双功能NH4BF4对高效CsPbI2Br太阳能电池的埋藏界面管理,其Voc大于1.4 V
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-10 DOI: 10.1016/j.jechem.2023.10.053
Fazheng Qiu , Ming-Hua Li , Jinpeng Wu , Jin-Song Hu

CsPbI2Br perovskite solar cells (PSCs) have drawn tremendous attention due to their suitable bandgap, excellent photothermal stability, and great potential as an ideal candidate for top cells in tandem solar cells. However, the abundant defects at the buried interface and perovskite layer induce severe charge recombination, resulting in the open-circuit voltage (Voc) output and stability much lower than anticipated. Herein, a novel buried interface management strategy is developed to regulate interfacial carrier dynamics and CsPbI2Br defects by introducing ammonium tetrafluoroborate (NH4BF4), thereby resulting in both high CsPbI2Br crystallization and minimized interfacial energy losses. Specifically, NH4+ ions could preferentially heal hydroxyl groups on the SnO2 surface and balance energy level alignment between SnO2 and CsPbI2Br, enhancing charge transport efficiency, while BF4 anions as a quasi-halogen regulate crystal growth of CsPbI2Br, thus reducing perovskite defects. Additionally, it is proved that eliminating hydroxyl groups at the buried interface enhances the iodide migration activation energy of CsPbI2Br for strengthening the phase stability. As a result, the optimized CsPbI2Br PSCs realize a remarkable efficiency of 17.09% and an ultrahigh Voc output of 1.43 V, which is one of the highest values for CsPbI2Br PSCs.

CsPbI2Br钙钛矿太阳能电池(PSCs)由于其合适的带隙、优异的光热稳定性和作为串联太阳能电池的理想顶层电池的巨大潜力而引起了人们的广泛关注。然而,埋藏界面和钙钛矿层的大量缺陷导致严重的电荷复合,导致开路电压(Voc)输出和稳定性远低于预期。本文提出了一种新的埋藏界面管理策略,通过引入四氟硼酸铵(NH4BF4)来调节界面载流子动力学和CsPbI2Br缺陷,从而实现高CsPbI2Br结晶和最小化界面能损失。具体来说,NH4+离子可以优先修复SnO2表面的羟基,平衡SnO2与CsPbI2Br之间的能级排列,提高电荷传输效率,而BF4−阴离子作为准卤素调节CsPbI2Br的晶体生长,从而减少钙钛矿缺陷。此外,还证明了去除埋藏界面处的羟基可以提高CsPbI2Br的碘化物迁移活化能,从而增强相稳定性。结果表明,优化后的CsPbI2Br PSCs效率高达17.09%,Voc输出高达1.43 V,是目前CsPbI2Br PSCs中Voc输出最高的器件之一。
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引用次数: 0
Design, preparation, application of advanced array structured materials and their action mechanism analyses for high performance lithium-sulfur batteries 高性能锂硫电池先进阵列结构材料的设计、制备、应用及其作用机理分析
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-10 DOI: 10.1016/j.jechem.2023.10.054
Nanping Deng , Xiaofan Feng , Yongbing Jin , Zhaozhao Peng , Yang Feng , Ying Tian , Yong Liu , Lu Gao , Weimin Kang , Bowen Cheng

Lithium-sulfur battery (LSB) has brought much attention and concern because of high theoretical specific capacity and energy density as one of main competitors for next-generation energy storage systems. The widely commercial application and development of LSB is mainly hindered by serious “shuttle effect” of lithium polysulfides (LiPSs), slow reaction kinetics, notorious lithium dendrites, etc. In various structures of LSB materials, array structured materials, possessing the composition of ordered micro units with the same or similar characteristics of each unit, present excellent application potential for various secondary cells due to some merits such as immobilization of active substances, high specific surface area, appropriate pore sizes, easy modification of functional material surface, accommodated huge volume change, enough facilitated transportation for electrons/lithium ions, and special functional groups strongly adsorbing LiPSs. Thus many novel array structured materials are applied to battery for tackling thorny problems mentioned above. In this review, recent progresses and developments on array structured materials applied in LSBs including preparation ways, collaborative structural designs based on array structures, and action mechanism analyses in improving electrochemical performance and safety are summarized. Meanwhile, we also have detailed discussion for array structured materials in LSBs and constructed the structure-function relationships between array structured materials and battery performances. Lastly, some directions and prospects about preparation ways, functional modifications, and practical applications of array structured materials in LSBs are generalized. We hope the review can attract more researchers' attention and bring more studying on array structured materials for other secondary batteries including LSB.

锂硫电池由于具有较高的理论比容量和能量密度,成为下一代储能系统的主要竞争对手之一,受到了广泛的关注和关注。多硫化锂的“穿梭效应”严重、反应动力学缓慢、锂枝晶劣化等阻碍了多硫化锂的广泛商业化应用和发展。在LSB材料的各种结构中,阵列结构材料具有有序的微单元组成,各单元具有相同或相近的特性,具有固定活性物质、比表面积高、孔径适宜、功能材料表面易于修饰、体积变化大等优点,在各种二次细胞中具有良好的应用潜力。足够方便电子/锂离子的传输,以及特殊的官能团对LiPSs的强吸附。因此,许多新颖的阵列结构材料被应用于电池中,以解决上述棘手的问题。本文综述了近年来阵列结构材料在lbs中的研究进展,包括制备方法、基于阵列结构的协同结构设计以及对提高lbs电化学性能和安全性的作用机理分析。同时,我们也对lsb中的阵列结构材料进行了详细的讨论,构建了阵列结构材料与电池性能之间的结构-功能关系。最后,对阵列结构材料在lbs中的制备方法、功能修饰和实际应用等方面的研究方向和前景进行了展望。我们希望这篇综述能够引起更多研究者的关注,并对包括LSB在内的其他二次电池阵列结构材料进行更多的研究。
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引用次数: 0
Rapid health estimation of in-service battery packs based on limited labels and domain adaptation 基于有限标签和域自适应的在役电池组快速健康评估
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-10 DOI: 10.1016/j.jechem.2023.10.056
Zhongwei Deng , Le Xu , Hongao Liu , Xiaosong Hu , Bing Wang , Jingjing Zhou

For large-scale in-service electric vehicles (EVs) that undergo potential maintenance, second-hand transactions, and retirement, it is crucial to rapidly evaluate the health status of their battery packs. However, existing methods often rely on lengthy battery charging/discharging data or extensive training samples, which hinders their implementation in practical scenarios. To address this issue, a rapid health estimation method based on short-time charging data and limited labels for in-service battery packs is proposed in this paper. First, a digital twin of battery pack is established to emulate its dynamic behavior across various aging levels and inconsistency degrees. Then, increment capacity sequences (△Q) within a short voltage span are extracted from charging process to indicate battery health. Furthermore, data-driven models based on deep convolutional neural network (DCNN) are constructed to estimate battery state of health (SOH), where the synthetic data is employed to pre-train the models, and transfer learning strategies by using fine-tuning and domain adaptation are utilized to enhance the model adaptability. Finally, field data of 10 EVs exhibiting different SOHs are used to verify the proposed methods. By using the △Q with 100 mV voltage change, the SOH of battery packs can be accurately estimated with an error around 3.2%.

对于可能进行维修、二手交易和报废的大型在役电动汽车来说,快速评估电池组的健康状态至关重要。然而,现有的方法往往依赖于冗长的电池充电/放电数据或大量的训练样本,这阻碍了它们在实际场景中的实施。针对这一问题,本文提出了一种基于短时充电数据和有限标签的在役电池组快速健康估计方法。首先,建立了电池组的数字孪生模型,模拟了电池组在不同老化程度和不一致程度下的动态行为。然后,从充电过程中提取短电压范围内的增量容量序列(△Q)来指示电池的健康状况。在此基础上,构建了基于深度卷积神经网络(DCNN)的电池健康状态估计数据驱动模型,利用合成数据对模型进行预训练,并采用微调和领域自适应迁移学习策略增强模型的自适应性。最后,利用10辆不同soh的电动汽车的现场数据验证了所提出的方法。利用电压变化为100 mV时的△Q,可以准确地估计电池组的SOH,误差在3.2%左右。
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引用次数: 0
Suppression of Co(II) ion deposition and hazards: Regulation of SEI film composition and structure 抑制Co(II)离子沉积及其危害:SEI薄膜组成和结构的调控
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2023-11-10 DOI: 10.1016/j.jechem.2023.10.051
Jiaqi Zhan, Mingzhu Liu, Yutian Xie, Jiarong He, Hebing Zhou, Lidan Xing, Weishan Li

Despite the presence of LiF components in the solid electrolyte interphase (SEI) formed on the graphite anode surface by conventional electrolyte, these LiF components primarily exist in an amorphous state, rendering them incapable of effectively inhibiting the exchange reaction between lithium ions and transition metal ions in the electrolyte. Consequently, nearly all lithium ions within the SEI film are replaced by transition metal ions, resulting in an increase in interphacial impedance and a decrease in stability. Herein, we demonstrate that the SEI film, constructed by fluoroethylene carbonate (FEC) additive rich in crystalline LiF, effectively inhibits the undesired Li+/Co2+ ion exchange reaction, thereby suppressing the deposition of cobalt compounds and metallic cobalt. Furthermore, the deposited cobalt compounds exhibit enhanced structural stability and reduced catalytic activity with minimal impact on the interphacial stability of the graphite anode. Our findings reveal the crucial influence of SEI film composition and structure on the deposition and hazards associated with transition metal ions, providing valuable guidance for designing next-generation electrolytes.

尽管传统电解质在石墨阳极表面形成的固体电解质界面(SEI)中存在LiF组分,但这些LiF组分主要以无定形存在,无法有效抑制电解质中锂离子与过渡金属离子的交换反应。因此,SEI膜内几乎所有的锂离子都被过渡金属离子取代,导致界面阻抗增加,稳定性下降。本文中,我们证明了由富含晶体LiF的氟乙烯碳酸酯(FEC)添加剂构建的SEI膜,有效抑制了不想要的Li+/Co2+离子交换反应,从而抑制了钴化合物和金属钴的沉积。此外,沉积的钴化合物表现出增强的结构稳定性和降低的催化活性,对石墨阳极的界面稳定性影响最小。我们的研究结果揭示了SEI薄膜的组成和结构对过渡金属离子沉积和危害的重要影响,为设计下一代电解质提供了有价值的指导。
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引用次数: 0
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