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Heat transfer enhanced inorganic phase change material compositing carbon nanotubes for battery thermal management and thermal runaway propagation mitigation 热传递增强无机相变材料复合碳纳米管电池热管理和热失控传播减缓
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-10-11 DOI: 10.1016/j.jechem.2023.10.001
Xinyi Dai , Ping Ping , Depeng Kong , Xinzeng Gao , Yue Zhang , Gongquan Wang , Rongqi Peng

Developing technologies that can be applied simultaneously in battery thermal management (BTM) and thermal runaway (TR) mitigation is significant to improving the safety of lithium-ion battery systems. Inorganic phase change material (PCM) with nonflammability has the potential to achieve this dual function. This study proposed an encapsulated inorganic phase change material (EPCM) with a heat transfer enhancement for battery systems, where Na2HPO4∙12H2O was used as the core PCM encapsulated by silica and the additive of carbon nanotube (CNT) was applied to enhance the thermal conductivity. The microstructure and thermal properties of the EPCM/CNT were analyzed by a series of characterization tests. Two different incorporating methods of CNT were compared and the proper CNT adding amount was also studied. After preparation, the battery thermal management performance and TR propagation mitigation effects of EPCM/CNT were further investigated on the battery modules. The experimental results of thermal management tests showed that EPCM/CNT not only slowed down the temperature rising of the module but also improved the temperature uniformity during normal operation. The peak battery temperature decreased from 76 °C to 61.2 °C at 2 C discharge rate and the temperature difference was controlled below 3 °C. Moreover, the results of TR propagation tests demonstrated that nonflammable EPCM/CNT with good heat absorption could work as a TR barrier, which exhibited effective mitigation on TR and TR propagation. The trigger time of three cells was successfully delayed by 129, 474 and 551 s, respectively and the propagation intervals were greatly extended as well.

开发可同时应用于电池热管理(BTM)和热失控(TR)缓解的技术对于提高锂离子电池系统的安全性具有重要意义。具有不可燃性的无机相变材料(PCM)具有实现这一双重功能的潜力。本研究提出了一种用于电池系统的具有强化传热功能的封装无机相变材料(EPCM),其中以二氧化硅封装的Na2HPO4∙12H2O作为核心PCM,并添加碳纳米管(CNT)添加剂来增强其导热性。通过一系列表征测试,分析了EPCM/CNT的微观结构和热性能。比较了两种不同的碳纳米管掺入方法,并对碳纳米管掺入量进行了研究。制备完成后,进一步研究了EPCM/CNT在电池模块上的电池热管理性能和TR传播减缓效果。热管理测试的实验结果表明,EPCM/CNT不仅减缓了组件的温升,而且提高了组件正常工作时的温度均匀性。放电速率为2℃时,电池峰值温度由76℃降至61.2℃,温差控制在3℃以下。此外,TR传播测试结果表明,具有良好吸热性的不可燃EPCM/CNT可以作为TR屏障,有效地减缓TR和TR传播。三个细胞的触发时间分别延迟了129,474和551 s,繁殖间隔也大大延长。
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引用次数: 1
Toward a comprehensive hypothesis of oxygen-evolution reaction in the presence of iron and gold 在有铁和金存在的情况下,对析氧反应的综合假设
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-10-12 DOI: 10.1016/j.jechem.2023.09.033
Negah Hashemi , Jafar Hussain Shah , Cejun Hu , Subhajit Nandy , Pavlo Aleshkevych , Sumbal Farid , Keun Hwa Chae , Wei Xie , Taifeng Liu , Junhu Wang , Mohammad Mahdi Najafpour

This study investigates the effects of Fe on the oxygen-evolution reaction (OER) in the presence of Au. Two distinct areas of OER were identified: the first associated with Fe sites at low overpotential (≈330 mV), and the second with Au sites at high overpotential (≈870 mV). Various factors such as surface Fe concentration, electrochemical method, scan rate, potential range, concentration, method of adding K2FeO4, nature of Fe, and temperature were varied to observe diverse behaviors during OER for FeOxHy/Au. Trace amounts of Fe ions had a significant impact on OER, reaching a saturation point where the activity did not increase further. Strong electronic interaction between Fe and Au ions was indicated by X-ray photoelectron spectroscopy (XPS) and electron paramagnetic resonance (EPR) analyses. In situ visible spectroscopy confirmed the formation of FeO42− during OER. In situ Mössbauer and surface-enhanced Raman spectroscopy (SERS) analyses suggest the involvement of Fe-based species as intermediates during the rate-determining step of OER. A lattice OER mechanism based on FeOxHy was proposed for operation at low overpotentials. Density functional theory (DFT) calculations revealed that Fe oxide, Fe-oxide clusters, and Fe doping on the Au foil exhibited different activities and stabilities during OER. The study provides insights into the interplay between Fe and Au in OER, advancing the understanding of OER mechanisms and offering implications for the design of efficient electrocatalytic systems.

本文研究了在Au存在下,Fe对析氧反应(OER)的影响。OER被确定为两个不同的区域:第一个区域与低过电位(≈330 mV)的Fe位点相关,第二个区域与高过电位(≈870 mV)的Au位点相关。通过改变表面Fe浓度、电化学方式、扫描速率、电位范围、浓度、K2FeO4加入方式、Fe性质、温度等因素,观察FeOxHy/Au在OER过程中的不同行为。微量铁离子对OER有显著影响,达到饱和点,活性不再进一步增加。x射线光电子能谱(XPS)和电子顺磁共振(EPR)分析表明,铁和金离子之间存在强电子相互作用。原位可见光谱证实了OER过程中FeO42−的形成。原位Mössbauer和表面增强拉曼光谱(SERS)分析表明,铁基物质作为中间体参与了OER的速率决定步骤。提出了一种基于FeOxHy的晶格OER机制,用于低过电位下的工作。密度泛函理论(DFT)计算表明,在OER过程中,氧化铁、氧化铁团簇和在金箔上掺杂的铁表现出不同的活性和稳定性。该研究为Fe和Au在OER中的相互作用提供了见解,促进了对OER机制的理解,并为高效电催化系统的设计提供了启示。
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引用次数: 0
Enhancing BiVO4 photoanode performance by insertion of an epitaxial BiFeO3 ferroelectric layer 通过插入外延BiFeO3铁电层提高BiVO4光阳极性能
1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-11-07 DOI: 10.1016/j.jechem.2023.10.041
Haejin Jang , Yejoon Kim , Hojoong Choi , Jiwoong Yang , Yoonsung Jung , Sungkyun Choi , Donghyeon Lee , Ho Won Jang , Sanghan Lee

BiVO4 (BVO) is a promising material as the photoanode for use in photoelectrochemical applications. However, the high charge recombination and slow charge transfer of the BVO have been obstacles to achieving satisfactory photoelectrochemical performance. To address this, various modifications have been attempted, including the use of ferroelectric materials. Ferroelectric materials can form a permanent polarization within the layer, enhancing the separation and transport of photo-excited electron-hole pairs. In this study, we propose a novel approach by depositing an epitaxial BiFeO3 (BFO) thin film underneath the BVO thin film (BVO/BFO) to harness the ferroelectric property of BFO. The self-polarization of the inserted BFO thin film simultaneously functions as a buffer layer to enhance charge transport and a hole-blocking layer to reduce charge recombination. As a result, the BVO/BFO photoanodes showed more than 3.5 times higher photocurrent density (0.65 mA cm−2) at 1.23 VRHE under the illumination compared to the bare BVO photoanodes (0.18 mA cm−2), which is consistent with the increase of the applied bias photon-to-current conversion efficiencies (ABPE) and the result of electrochemical impedance spectroscopy (EIS) analysis. These results can be attributed to the self-polarization exhibited by the inserted BFO thin film, which promoted the charge separation and transfer efficiency of the BVO photoanodes.

BiVO4 (BVO)是一种很有前途的光电阳极材料。然而,BVO的高电荷复合和慢电荷转移一直是实现理想光电性能的障碍。为了解决这个问题,已经尝试了各种修改,包括使用铁电材料。铁电材料可以在层内形成永久极化,增强光激发电子-空穴对的分离和输运。在这项研究中,我们提出了一种新的方法,通过在BVO薄膜(BVO/BFO)下沉积外延BiFeO3 (BFO)薄膜来利用BFO的铁电特性。所插入的BFO薄膜的自极化同时作为缓冲层增强电荷输运和空穴阻塞层减少电荷复合。结果表明,在1.23 VRHE下,BVO/BFO光阳极的光电流密度(0.65 mA cm−2)比裸BVO光阳极(0.18 mA cm−2)高3.5倍以上,这与施加偏置光子-电流转换效率(ABPE)的提高和电化学阻抗谱(EIS)分析结果一致。这些结果可以归因于插入的BFO薄膜表现出的自极化,促进了BVO光阳极的电荷分离和转移效率。
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引用次数: 0
In-situ coating and surface partial protonation co-promoting performance of single-crystal nickel-rich cathode in all-solid-state batteries 全固态电池中富镍单晶阴极的原位涂层和表面部分质子化共促进性能
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-10-13 DOI: 10.1016/j.jechem.2023.09.046
Maoyi Yi , Jie Li , Mengran Wang , Xinming Fan , Bo Hong , Zhian Zhang , Aonan Wang , Yanqing Lai

The poor electrochemical performance of all-solid-state batteries (ASSBs), which is assemblied by Ni-rich cathode and poly(ethylene oxide) (PEO)-based electrolytes, can be attributed to unstable cathodic interface and poor crystal structure stability of Ni-rich cathode. Several coating strategies are previously employed to enhance the stability of the cathodic interface and crystal structure for Ni-rich cathode. However, these methods can hardly achieve simplicity and high efficiency simultaneously. In this work, polyacrylic acid (PAA) replaced traditional PVDF as a binder for cathode, which can achieve a uniform PAA-Li (LixPAA (0 < x ≤ 1)) coating layer on the surface of single-crystal LiNi0.83Co0.12Mn0.05O2 (SC-NCM83) due to H+/Li+ exchange reaction during the initial charging-discharging process. The formation of PAA-Li coating layer on cathode can promote interfacial Li+ transport and enhance the stability of the cathodic interface. Furthermore, the partially-protonated surface of SC-NCM83 casued by H+/Li+ exchange reaction can restrict Ni ions transport to enhance the crystal structure stability. The proposed SC-NCM83-PAA exhibits superior cycling performance with a retention of 92% compared with that (57.3%) of SC-NCM83-polyvinylidene difluoride (PVDF) after 200 cycles. This work provides a practical strategy to construct high-performance cathodes for ASSBs.

由富镍阴极和聚环氧乙烷(PEO)基电解质组装而成的全固态电池(assb)电化学性能较差的原因是阴极界面不稳定和富镍阴极晶体结构稳定性差。为了提高富镍阴极的阴极界面和晶体结构的稳定性,已有几种不同的涂层策略。然而,这些方法很难同时实现简单和高效。在本研究中,聚丙烯酸(PAA)取代传统的PVDF作为阴极粘结剂,通过初始充放电过程中的H+/Li+交换反应,在单晶LiNi0.83Co0.12Mn0.05O2 (SC-NCM83)表面形成均匀的PAA-Li (LixPAA (0
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引用次数: 0
Lithium-ion and solvent co-intercalation enhancing the energy density of fluorinated graphene cathode 锂离子与溶剂共插层提高了氟化石墨烯阴极的能量密度
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-10-26 DOI: 10.1016/j.jechem.2023.10.019
Hao Wang , Jie Jiang , Pengyu Chen , Zhenrui Wu , Xiaobin Niu , Chuying Ouyang , Jian Liu , Liping Wang

Fluorinated carbons CFx hold the highest theoretical energy density (e.g., 2180 W h kg−1 when x = 1) among all cathode materials of lithium primary batteries. However, the low conductivity and severe polarization limit it to achieve its theory. In this study, we design a new electrolyte, namely 1 M LiBF4 DMSO:DOL (1:9 vol.), achieving a high energy density in Li/CFx primary cells. The DMSO with a small molecular size and high donor number successfully solvates Li+ into a defined Li+-solvation structure. Such solvated Li+ can intercalate into the large-spacing carbon layers and achieve an improved capacity. Consequently, when discharged to 1.0 V, the CF1.12 cathode demonstrates a specific capacity of 1944 mA h g−1 with a specific energy density of 3793 W h kg−1. This strategy demonstrates that designing the electrolyte is powerful in improving the electrochemical performance of CFx cathode.

在锂原电池正极材料中,氟化碳CFx的理论能量密度最高(x = 1时为2180 W h kg-1)。然而,低电导率和严重极化限制了其理论的实现。在这项研究中,我们设计了一种新的电解质,即1 M LiBF4 DMSO:DOL (1:9 vol.),在Li/CFx原电池中实现了高能量密度。具有小分子尺寸和高供体数的DMSO成功地将Li+溶剂化成明确的Li+溶剂化结构。这种溶剂化的Li+可以插入到大间距的碳层中,从而提高了容量。因此,当放电至1.0 V时,CF1.12阴极的比容量为1944 mA h g-1,比能量密度为3793 W h kg-1。这一策略表明,设计电解质对提高CFx阴极的电化学性能是强有力的。
{"title":"Lithium-ion and solvent co-intercalation enhancing the energy density of fluorinated graphene cathode","authors":"Hao Wang ,&nbsp;Jie Jiang ,&nbsp;Pengyu Chen ,&nbsp;Zhenrui Wu ,&nbsp;Xiaobin Niu ,&nbsp;Chuying Ouyang ,&nbsp;Jian Liu ,&nbsp;Liping Wang","doi":"10.1016/j.jechem.2023.10.019","DOIUrl":"10.1016/j.jechem.2023.10.019","url":null,"abstract":"<div><p>Fluorinated carbons CF<em><sub>x</sub></em> hold the highest theoretical energy density (e.g., 2180 W h kg<sup>−1</sup> when <em>x</em> = 1) among all cathode materials of lithium primary batteries. However, the low conductivity and severe polarization limit it to achieve its theory. In this study, we design a new electrolyte, namely 1 M LiBF<sub>4</sub> DMSO:DOL (1:9 vol.), achieving a high energy density in Li/CF<em><sub>x</sub></em> primary cells. The DMSO with a small molecular size and high donor number successfully solvates Li<sup>+</sup> into a defined Li<sup>+</sup>-solvation structure. Such solvated Li<sup>+</sup> can intercalate into the large-spacing carbon layers and achieve an improved capacity. Consequently, when discharged to 1.0 V, the CF<sub>1.12</sub> cathode demonstrates a specific capacity of 1944 mA h g<sup>−1</sup> with a specific energy density of 3793 W h kg<sup>−1</sup>. This strategy demonstrates that designing the electrolyte is powerful in improving the electrochemical performance of CF<em><sub>x</sub></em> cathode.</p></div>","PeriodicalId":67498,"journal":{"name":"能源化学","volume":"89 ","pages":"Pages 208-215"},"PeriodicalIF":13.1,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136093595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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 : 2024-02-01 Epub 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
Electrochemical synthesis of trimetallic nickel-iron-copper nanoparticles via potential-cycling for high current density anion exchange membrane water-splitting applications 电势循环电化学合成三金属镍铁铜纳米颗粒在大电流密度阴离子交换膜水分解中的应用
IF 13.1 1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-11-03 DOI: 10.1016/j.jechem.2023.10.033
Ziqi Zhang, Sheng Wan, Hanbo Wang, Jinghan He, Ruige Zhang, Yuhang Qi, Haiyan Lu

Hydrogen is known for its elevated energy density and environmental compatibility and is a promising alternative to fossil fuels. Alkaline water electrolysis utilizing renewable energy sources has emerged as a means to obtain high-purity hydrogen. Nevertheless, electrocatalysts used in the process are fabricated using conventional wet chemical synthesis methods, such as sol–gel, hydrothermal, or surfactant-assisted approaches, which often necessitate intricate pretreatment procedures and are vulnerable to post-treatment contamination. Therefore, this study introduces a streamlined and environmentally conscious one-step potential-cycling approach to generate a highly efficient trimetallic nickel-iron-copper electrocatalyst in situ on nickel foam. The synthesized material exhibited remarkable performance, requiring a mere 476 mV to drive electrochemical water splitting at 100 mA cm−2 current density in alkaline solution. Furthermore, this material was integrated into an anion exchange membrane water-splitting device and achieved an exceptionally high current density of 1 A cm−2 at a low cell voltage of 2.13 V, outperforming the noble-metal benchmark (2.51 V). Additionally, ex situ characterizations were employed to detect transformations in the active sites during the catalytic process, revealing the structural transformations and providing inspiration for further design of electrocatalysts.

氢以其高能量密度和环境兼容性而闻名,是一种有前途的化石燃料替代品。利用可再生能源的碱水电解已成为获得高纯度氢的一种手段。然而,该工艺中使用的电催化剂是使用传统的湿化学合成方法制造的,例如溶胶-凝胶,水热或表面活性剂辅助方法,这些方法通常需要复杂的预处理程序,并且容易受到后处理污染。因此,本研究引入了一种流线型的、环保的一步电位循环方法,在泡沫镍上原位生成高效的三金属镍-铁-铜电催化剂。在碱性溶液中,在100 mA cm−2电流密度下,仅需要476 mV就能驱动电化学水分解。此外,将该材料集成到阴离子交换膜水分解装置中,在2.13 V的低电池电压下获得了1 A cm−2的超高电流密度,优于贵金属基准(2.51 V)。此外,采用非原位表征来检测催化过程中活性位点的转变,揭示了结构转变,为进一步设计电催化剂提供了灵感。
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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 : 2024-02-01 Epub 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 : 2024-02-01 Epub 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
Degradation analysis and doping modification optimization for high-voltage P-type layered cathode in sodium-ion batteries 钠离子电池高压p型层状阴极降解分析及掺杂改性优化
1区 化学 Q1 CHEMISTRY, APPLIED Pub Date : 2024-02-01 Epub Date: 2023-10-26 DOI: 10.1016/j.jechem.2023.10.026
Bao Zhang , Yi Zhao , Minghuang Li , Qi Wang , Lei Cheng , Lei Ming , Xing Ou , Xiaowei Wang

Advancing high-voltage stability of layered sodium-ion oxides represents a pivotal avenue for their progress in energy storage applications. Despite this, a comprehensive understanding of the mechanisms underpinning their structural deterioration at elevated voltages remains insufficiently explored. In this study, we unveil a layer delamination phenomenon of Na0.67Ni0.3Mn0.7O2 (NNM) within the 2.0–4.3 V voltage, attributed to considerable volumetric fluctuations along the c-axis and lattice oxygen reactions induced by the simultaneous Ni3+/Ni4+ and anion redox reactions. By introducing Mg doping to diminished Ni–O antibonding, the anion oxidation-reduction reactions are effectively mitigated, and the structural integrity of the P2 phase remains firmly intact, safeguarding active sites and precluding the formation of novel interfaces. The Na0.67Mg0.05Ni0.25Mn0.7O2 (NMNM-5) exhibits a specific capacity of 100.7 mA h g−1, signifying an 83% improvement compared to the NNM material within the voltage of 2.0–4.3 V. This investigation underscores the intricate interplay between high-voltage stability and structural degradation mechanisms in layered sodium-ion oxides.

提高层状钠离子氧化物的高压稳定性是其在储能应用中取得进展的关键途径。尽管如此,对其在高电压下结构恶化的机制的全面理解仍然没有得到充分的探索。在这项研究中,我们揭示了Na0.67Ni0.3Mn0.7O2 (NNM)在2.0-4.3 V电压下的层脱层现象,这是由于沿c轴的相当大的体积波动和同时发生的Ni3+/Ni4+和阴离子氧化还原反应引起的晶格氧反应。通过将Mg掺杂到减少的Ni-O反键中,可以有效地减轻阴离子氧化还原反应,并保持P2相的结构完整性,保护活性位点并防止新界面的形成。Na0.67Mg0.05Ni0.25Mn0.7O2 (NMNM-5)的比容量为1007 mA h g−1,在2.0-4.3 V电压范围内,比NNM材料提高了83%。这项研究强调了层状钠离子氧化物中高压稳定性和结构降解机制之间复杂的相互作用。
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