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The hydrolysis properties of polyethylene glycol under ambient nonthermal plasma conditions 聚乙二醇在环境非热等离子体条件下的水解性能
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-08 DOI: 10.1039/D5YA00163C
Parsa Pishva, Abdol Hadi Mokarizadeh, Rongxuan Xie, Jinyao Tang, Xiaochen Shen, Yanlin Zhu, Mesfin Tsige and Zhenmeng Peng

Polyethylene glycol (PEG) has been widely used in various industries for its biodegradability. However, the biodegradation of high molecular weight PEGs poses challenges due to limited microbial uptake. In this study, we investigated a rapid nonthermal plasma-assisted hydrolysis method to break down long-chain PEGs into shorter chains and valuable liquid and gas products. Utilizing a dielectric barrier discharge (DBD) reactor under ambient conditions, we achieve complete conversion of PEG into gas and liquid products, including methane (CH4), carbon monoxide (CO), carbon dioxide (CO2), methanol (CH3OH), ethanol (C2H5OH), acetic acid (CH3COOH), and ethylene glycol (C2H6O2), in mere minutes, which is significantly faster than conventional hydrolysis and biodegradation methods. Experimental results show that liquid products dominate throughout the reaction, while gas products increase over time, arising from secondary reactions of the liquid intermediates. Density functional theory (DFT) calculations elucidate the reaction pathways responsible for product generation. These findings highlight the promise of nonthermal plasma-assisted hydrolysis as an efficient approach for converting PEG into short-chain products and valuable chemical intermediates.

聚乙二醇(PEG)因其可生物降解性而广泛应用于各个行业。然而,由于微生物吸收有限,高分子量peg的生物降解面临挑战。在这项研究中,我们研究了一种快速的非热等离子体辅助水解方法,将长链peg分解成短链和有价值的液体和气体产物。利用介质阻挡放电(DBD)反应器,我们可以在几分钟内将PEG完全转化为气体和液体产物,包括甲烷(CH4)、一氧化碳(CO)、二氧化碳(CO2)、甲醇(CH3OH)、乙醇(C2H5OH)、乙酸(CH3COOH)和乙二醇(C2H6O2),这比传统的水解和生物降解方法要快得多。实验结果表明,液体产物在整个反应过程中占主导地位,而气体产物随着时间的推移而增加,这是由液体中间体的二次反应引起的。密度泛函理论(DFT)计算阐明了负责产物生成的反应途径。这些发现突出了非热等离子体辅助水解作为将聚乙二醇转化为短链产物和有价值的化学中间体的有效方法的前景。
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引用次数: 0
High-throughput methods to design deformable recrystallized boracite solid electrolytes: challenges and solutions 设计可变形再结晶硼砂固体电解质的高通量方法:挑战和解决方案
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-06 DOI: 10.1039/D5YA00188A
Jean-Danick Lavertu, Sibyl Martasek, Sara Reardon, Shipeng Jia, Antranik Jonderian, Giyun Kwon, Youngjoon Bae and Eric McCalla

Solid electrolytes for Li batteries continue to be extremely challenging to design as they have such broad material requirements. No single material matches all required properties. Boracites have recently been studied as being potentially ideal in terms of being deformable in a glassy state so that they can be well prepared in a composite with the cathodes, but then be crystallized into an ionic conductor at temperatures that do not damage the cathodes. However, these materials remain poorly explored, primarily due to the time/effort needed to perform the complex synthesis. Herein, we develop a combinatorial workflow that allows reproduction of materials made previously only in bulk quantities. In so doing, we overcome the extreme Cl loss that leaves no Cl in our small samples when we attempt to utilize the same synthesis conditions published previously for larger samples. The Cl loss is mitigated through saturation of the atmosphere such that equilibrium is established to maintain sufficient Cl content. This establishes atmosphere saturation as a method for mitigating extreme elemental loss in combinatorial samples. We further demonstrate that our materials show comparable ionic conductivity to those published previously. We also determine the limits to the stability window for the first time and also identify air stability as a serious problem for these materials as it converts them into proton conductors. Finally, we demonstrate the viability of thorough dopant screening by testing the deformability of a batch of samples made with 62 different dopants and find the property to be highly tunable with composition. This shows that combinatorial methods will be viable and highly efficient in developing these promising materials.

锂电池的固体电解质的设计仍然极具挑战性,因为它们有如此广泛的材料要求。没有一种材料能满足所有要求的性能。硼砂最近被研究为潜在的理想状态,因为它在玻璃状态下可变形,因此它们可以很好地与阴极合成,但随后在不损坏阴极的温度下结晶成离子导体。然而,这些材料的探索仍然很少,主要是由于进行复杂的合成需要时间和精力。在此,我们开发了一种组合工作流程,允许复制以前仅批量生产的材料。在这样做的过程中,我们克服了极端的Cl损失,当我们试图利用之前发表的用于较大样品的相同合成条件时,我们的小样品中没有Cl。通过使大气饱和,从而建立平衡以维持足够的Cl含量,从而减轻Cl的损失。这就建立了大气饱和度作为一种减轻组合样品中极端元素损失的方法。我们进一步证明了我们的材料与以前发表的材料具有相当的离子电导率。我们还首次确定了稳定性窗口的极限,并确定空气稳定性是这些材料的一个严重问题,因为它将它们转化为质子导体。最后,我们通过测试62种不同掺杂剂制成的一批样品的变形能力,证明了彻底筛选掺杂剂的可行性,并发现该性能随组成高度可调。这表明组合方法在开发这些有前途的材料方面是可行和高效的。
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引用次数: 0
Fluorine-free dialkylphosphate-based ionic liquids as supercapacitor electrolytes 作为超级电容器电解质的无氟二烷基磷酸基离子液体
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-10-01 DOI: 10.1039/D5YA00217F
Sayantika Bhakta, Gaurav Tatrari, Andrei Filippov and Faiz Ullah Shah

The synthesis and physicochemical and electrochemical properties of several fluorine-free ionic liquids (ILs) comprising dialkylphosphate anions coupled to N-heterocyclic cations such as pyrrolidinium (Pyrr), piperidinium (Pip), and pyridinium (Py) are presented. All the ILs are synthesized in a single step by reacting trialkyl phosphates with pyrrolidine, piperidine, or pyridine. These ILs exhibit ionic conductivities in the range of 0.07 to 0.57 mS cm−1 at 20 °C, while increasing to 3.98 mS cm−1 at 60 °C, and an electrochemical stability window (ESW) up to 6.8 V on a glassy carbon (GC) electrode. Furthermore, a comparative performance of symmetric supercapacitors (SCs) made of multiwalled carbon nanotubes (MWCNTs) using [EMPyrr][DEP] and [BMPyrr][DBP] as electrolytes is presented. The SC based on [EMPyrr][DEP] reveals higher capacity retention, a power density of 1050 W kg−1, and an energy density of 68 Wh kg−1 using 0.5 A g−1 at 60 °C. This paves the way for developing fluorine-free and high-performant IL-based electrolytes for supercapacitors operating at elevated temperatures.

介绍了由二烷基磷酸阴离子偶联吡咯吡啶(Pyrr)、哌啶(Pip)和吡啶(Py)等n -杂环阳离子组成的几种无氟离子液体(ILs)的合成及其理化和电化学性能。所有的il都是通过三烷基磷酸盐与吡咯烷、哌啶或吡啶反应一步合成的。在20℃时离子电导率为0.07 ~ 0.57 mS cm - 1,在60℃时电导率为3.98 mS cm - 1,在GC电极上的电化学稳定窗口(ESW)高达6.8 V。此外,还比较了以[EMPyrr][DEP]和[BMPyrr][DBP]为电解质的多壁碳纳米管(MWCNTs)对称超级电容器(SCs)的性能。基于[EMPyrr][DEP]的SC显示出更高的容量保持率,功率密度为1050 W kg - 1,在60℃下使用0.5 a g - 1时能量密度为68 Wh kg - 1。这为开发用于高温下工作的超级电容器的无氟高性能il电解质铺平了道路。
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引用次数: 0
Next-generation dual absorber solar cell design with Ca3AsI3 and Sr3PBr3 perovskites and MoO3 HTL achieves superior efficiency above 29% 采用Ca3AsI3和Sr3PBr3钙钛矿和MoO3 HTL设计的新一代双吸收太阳能电池效率达到29%以上
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-09-10 DOI: 10.1039/D5YA00137D
Sahjahan Islam, Jannati Islam Chy, Dipika Das Ria, Abu Bakkar, Md. Faruk Hossain, Ahmad Irfan, Aijaz Rasool Chaudhry and Md. Ferdous Rahman

This research explores the photovoltaic performance of four different perovskite solar cell (PSC) architectures, with emphasis on how material selection, absorber layer thickness, defect and acceptor densities, interface imperfections, and temperature fluctuations influence device efficiency. Energy band alignment analyses were conducted to enhance charge separation and extraction. Among the configurations, the device incorporating dual absorbers Sr3PBr3 and Ca3AsI3 exhibited the highest efficiency. Analysis of absorber thickness effects indicated maximum power conversion efficiencies (PCEs) of 20.71% for device-i (FTO/CdS/Sr3PBr3/Au) and 19.75% for device-ii (FTO/CdS/Ca3AsI3/Au) at a thickness of 1.0 μm. In contrast, device-iv (FTO/CdS/Ca3AsI3/Sr3PBr3/MoO3/Au), which employed both a dual-absorber design and a MoO3 hole transport layer (HTL), achieved an optimal PCE of 29.77% with each absorber layer also at 1.0 μm thickness. The investigation into defect densities revealed that increased defect levels significantly diminished performance. Device-iv stood out for its enhanced stability and efficiency, resulting from fine-tuned acceptor density and effective interface defect mitigation. Temperature analysis showed a general decline in efficiency with increasing temperature, though device-iv maintained relatively higher thermal stability. Overall, the study highlights the critical role of dual absorber layers, optimized geometries, effective HTLs, and minimized defect concentrations in advancing the efficiency and durability of high-performance PSCs.

本研究探讨了四种不同钙钛矿太阳能电池(PSC)结构的光伏性能,重点研究了材料选择、吸收层厚度、缺陷和受体密度、界面缺陷和温度波动对器件效率的影响。为了提高电荷的分离和提取,进行了能带对准分析。其中,采用双吸收剂Sr3PBr3和Ca3AsI3的器件效率最高。吸收剂厚度效应分析表明,在厚度为1.0 μm时,器件i (FTO/CdS/Sr3PBr3/Au)和器件ii (FTO/CdS/Ca3AsI3/Au)的功率转换效率分别为20.71%和19.75%。相比之下,采用双吸收层设计和MoO3空穴传输层(HTL)的器件-iv (FTO/CdS/Ca3AsI3/Sr3PBr3/MoO3/Au)在每层吸收层厚度为1.0 μm的情况下,PCE为29.77%。对缺陷密度的调查显示,缺陷水平的增加显著降低了性能。Device-iv因其增强的稳定性和效率而脱颖而出,这是由于精细调整的受体密度和有效的界面缺陷缓解。温度分析表明,随着温度的升高,效率普遍下降,尽管设备iv保持相对较高的热稳定性。总的来说,该研究强调了双吸收层、优化的几何形状、有效的HTLs和最小化缺陷浓度在提高高性能psc的效率和耐用性方面的关键作用。
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引用次数: 0
Performance enhancement of inverted perovskite solar cells through lithium-ion diffusion from the nickel oxide hole transport layer to the perovskite absorber 通过锂离子从氧化镍空穴传输层扩散到钙钛矿吸收体来增强倒置钙钛矿太阳能电池的性能
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-09-05 DOI: 10.1039/D5YA00072F
Pravakar P. Rajbhandari, Bipin Rijal, Zeying Chen, Ankit Choudhary, Haralabos Efstathiadis and Tara P. Dhakal

Inverted perovskite solar cells, known for their low temperature processability and reduced hysteresis, benefit from the use of nickel oxide (NiOx) as a hole transport material, which enhances stability. The doping of NiOx with lithium improves its electrical properties by creating Ni3+ sites through intrinsic doping with Ni vacancies. This study investigated the impact of Li doping on the optical and electrical properties of NiOx and evaluated the optimal doping concentration for solar cell performance. Additionally, the diffusion of small sized Li-ions from the NiOx hole transport layer into the photoactive perovskite layer was investigated, which led to an improvement of the perovskite absorber quality through defect passivation caused by lithium diffusion from the NiOx layer, enhancing device performance. The incorporation of lithium significantly boosted all solar cell parameters, leading to a 60.8% increase in power conversion efficiency (PCE), from approximately 12% to a maximum of 19.3%.

倒置钙钛矿太阳能电池,以其低温可加工性和减少迟滞而闻名,受益于使用氧化镍(NiOx)作为空穴传输材料,提高了稳定性。锂与NiOx的掺杂通过Ni空位的本然掺杂产生Ni3+位,提高了NiOx的电学性能。本研究考察了Li掺杂对NiOx的光学和电学性能的影响,并评估了太阳电池性能的最佳掺杂浓度。此外,研究了小尺寸锂离子从NiOx空穴传输层向光活性钙钛矿层的扩散,通过锂从NiOx层扩散引起的缺陷钝化,提高了钙钛矿吸收剂的质量,提高了器件的性能。锂的加入显著提高了太阳能电池的所有参数,导致功率转换效率(PCE)提高了60.8%,从大约12%提高到最高19.3%。
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引用次数: 0
Attaining a fast-conducting, hybrid solid state separator for all solid-state batteries through a facile wet infiltration method 通过易湿渗透法获得适用于所有固态电池的快速导电混合固态分离器
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-09-05 DOI: 10.1039/D5YA00141B
Philip Heuer, Lukas Ketter, Moumita Rana, Felix Scharf, Gunther Brunklaus and Wolfgang G. Zeier

Thin, fast-conducting and mechanically robust separators are expected to be advantageous in enabling all-solid-state batteries with high energy densities and good electrochemical performance. In this study, a potentially new scalable fabrication route for flexible thiophosphate–polymer separator membranes is demonstrated. By infiltrating a commercially available polymer mesh with the highly conductive inorganic solid ion conductor Li5.5PS4.5Cl1.5, a hybrid separator membrane with a high ionic conductivity is realized. The electrochemical evaluation via rate capability tests reveals superior performance at low stack pressures and high C-rates, when comparing cells employing the hybrid membrane separator, to cells utilizing conventional solid electrolyte separators. As a proof of concept, a full cell implementing the hybrid membrane between a Si-based anode and a LiNi0.83Co0.11Mn0.06O2–Li5.5PS4.5Cl1.5 composite cathode is evaluated. The experimental work is complemented by resistor network modelling of the hybrid membrane sheets, shedding light on potential challenges in cell operation.

薄的、快速导电的、机械坚固的隔膜有望使全固态电池具有高能量密度和良好的电化学性能。在这项研究中,展示了一种潜在的新的可扩展的柔性硫磷酸盐-聚合物分离膜的制造路线。通过将高导电性无机固体离子导体Li5.5PS4.5Cl1.5渗透到市购聚合物网中,实现了具有高离子导电性的杂化分离膜。通过速率性能测试进行的电化学评估显示,与使用传统固体电解质分离器的电池相比,使用混合膜分离器的电池在低堆压和高c速率下具有更优越的性能。作为概念验证,我们评估了在硅基阳极和lini0.83 co0.11 mn0.060 o2 - li5.5 ps4.5 cl1.5复合阴极之间实现杂化膜的全电池。实验工作由混合膜片的电阻网络建模补充,揭示了细胞操作中的潜在挑战。
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引用次数: 0
Boron subphthalocyanine complexes for CO2 electroreduction: molecular design and catalytic insights 用于CO2电还原的亚酞菁硼络合物:分子设计和催化见解。
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-09-05 DOI: 10.1039/D5YA00136F
Farzaneh Yari, Simon Offenthaler, Sankit Vala, Dominik Krisch, Markus Scharber and Wolfgang Schöfberger

This study presents molecular boron subphthalocyanine complex precursors ((Cl-B-SubPc) 1 and (Cl-B-SubPc-OC12H23) 2) designed for efficient CO2 reduction. The resulting heterogeneous catalysts exhibit remarkable total faradaic efficiencies of up to 98%, integrated into practical cell assemblies. Optimizations encompass not only catalyst design but also operational conditions, facilitating prolonged CO2 electrolysis across various current densities. Varied C1-, C2-, and C3-product yields are observed at different reductive potentials, with electrocatalysis experiments conducted up to 200 mA cm−2. Comparative electrochemical analyses across H-cell and zero-gap cell electrolyzers show the potential for industrial scale-up. Mechanistic elucidation via in situ UV-vis spectroelectrochemistry, DFT calculations, and ESR spectroscopy demonstrates the involvement of boron N–C sites, initiating radical formation and utilizing boron's Lewis acid behavior in CO2 capture, followed by proton-coupled electron transfer. Overall, the study underscores the transformative potential of boron subphthalocyanine systems in advancing CO2 utilization technologies.

本研究提出了分子硼亚酞菁配合物前体((Cl-B-SubPc) 1和(Cl-B-SubPc- oc12h23) 2),设计用于高效的CO2还原。所得到的非均相催化剂表现出显著的总法拉第效率,可达98%,并集成到实际的电池组件中。优化不仅包括催化剂设计,还包括操作条件,促进在各种电流密度下延长CO2电解时间。在不同的还原电位下观察到不同的C1, C2和c3产物收率,电催化实验进行了高达200 mA cm-2。通过对h电池和零间隙电池电解槽的比较电化学分析,显示了工业规模扩大的潜力。通过原位紫外-可见光谱电化学、DFT计算和ESR光谱进行的机理分析表明,硼N-C位参与了自由基的形成,并利用硼的路易斯酸行为在CO2捕获中进行了质子耦合电子转移。总体而言,该研究强调了亚酞菁硼系统在推进二氧化碳利用技术方面的变革潜力。
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引用次数: 0
First-principles calculation of a 1T-VS2/graphene composite as a high-performance anode material for lithium- and sodium-ion batteries 1T-VS2/石墨烯复合材料作为锂离子和钠离子电池高性能负极材料的第一性原理计算
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-09-02 DOI: 10.1039/D5YA00110B
Ahmed Jaber Hassan, Kar Tim Chan, Kean Pah Lim, Nurisya Mohd Shah, Umair Abdul Halim, Nurfarhana Mohd Noor and Wan Mohammad Zulkarnain Abdul Razak

Graphene and other conductive substrates have been used to improve the electrochemical efficiency of monolayer VS2, establishing it as a potential anode material for LIBs. Nonetheless, a detailed understanding of the synergistic relationship between VS2 and graphene (Gr), which is fundamental for boosting Li+/Na+ electrochemical storage device performance, remains limited. This study utilized density functional theory (DFT) computations to systematically analyze the VS2/Gr composite as an optimized electrode for Li+/Na+ electrochemical storage devices. Our findings reveal that VS2/Gr possesses outstanding structural stability, remarkable mechanical stiffness, strong ion adsorption ability, and enhanced charge transfer efficiency. Additionally, it exhibits a high theoretical storage capacity, a shallow average open-circuit voltage, and low ion diffusion barriers. The diffusion barriers of 0.11 eV for Li and 0.16 eV for Na are lower than those of widely studied composite materials, enabling an exceptionally fast Li+/Na+ diffusion rate during charge/discharge processes. The predicted open-circuit voltages for Li+/Na+ are 0.75 V and 0.77 V, respectively, with corresponding theoretical storage capacities reaching 1156 mAh g−1 for Li and 770 mAh g−1 for Na. These findings offer key insights for the experimental design and optimization of VS2/Gr anodes, paving the way for ultra-fast charging and high-capacity Li+/Na+ electrochemical storage devices.

石墨烯和其他导电衬底已被用于提高单层VS2的电化学效率,使其成为锂离子电池的潜在阳极材料。尽管如此,对VS2和石墨烯(Gr)之间的协同关系的详细了解仍然有限,这是提高Li+/Na+电化学存储设备性能的基础。本研究利用密度泛函理论(DFT)计算系统分析了VS2/Gr复合材料作为Li+/Na+电化学存储器件的优化电极。研究结果表明,VS2/Gr具有优异的结构稳定性、优异的机械刚度、较强的离子吸附能力和较高的电荷转移效率。此外,它还具有较高的理论存储容量、较浅的平均开路电压和较低的离子扩散势垒。锂离子和钠离子的扩散势垒分别为0.11 eV和0.16 eV,均低于目前广泛研究的复合材料的扩散势垒,这使得在充放电过程中Li+/Na+的扩散速率异常快。预测Li+/Na+的开路电压分别为0.75 V和0.77 V, Li和Na的理论存储容量分别为1156 mAh g−1和770 mAh g−1。这些发现为VS2/Gr阳极的实验设计和优化提供了关键见解,为超快速充电和高容量Li+/Na+电化学存储设备铺平了道路。
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引用次数: 0
Li2S/C/SnS2 composite-based cathode materials for lithium–sulfur batteries 锂硫电池用Li2S/C/SnS2复合正极材料
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-08-28 DOI: 10.1039/D5YA00206K
Irshad Mohammad, Akzhan Bekzhanov, Yuri Surace and Damian Cupid

The rapid developments in portable electronic devices, electric vehicles, and smart grids are driving the need for high-energy (>500 Wh kg−1) rechargeable batteries. Lithium–sulfur batteries (Li–S) are of interest due to their high theoretical energy density (2600 Wh kg−1 or 2800 Wh L−1), but their commercialisation is restricted by several technical challenges, including the use of a highly reactive lithium metal anode. Using Li2S as the cathode to couple with Li-free anodes, such as Si and intermetallic alloys, presents a realistic approach to avoiding the safety issues associated with metallic lithium. However, the low electrochemical activity of Li2S and the shuttling effect of lithium polysulfides (LiPS) prevent the realization of high capacity and good cyclic performance. The usual Li2S/carbon (C) composite cathode suffers gradual capacity fading over long-term cycling due to irreversible LiPS migration in lithium–sulfur batteries. Although the presence of C in the cathode composite provides a conductive path to utilize the active material, the irreversible migration of LiPS still exists. In this work, we introduce a polar SnS2 additive in the cathode composite (Li2S/C) via a highly scalable ball milling method to adsorb LiPS. The Li2S/C/SnS2 composite acts as a restriction for LiPS by chemisorption and provides a physical barrier to LiPS shuttling. We have synthesized three types of cathode composites with different weight percentages of C and SnS2 while keeping the amount of Li2S constant and studied their electrochemical performance in characteristic cells. We found that the Li2S/C (20%)/SnS2 (5%) composite shows a high initial capacity of 711 mAh g−1 at 0.1C and retains a capacity of around 400 mAh g−1 after 100 cycles. In comparison, the Li2S/C (25%) composite delivered a capacity that was 100 mAh g−1 less than that of the Li2S/C (20%)/SnS2 (5%) composite after 100 cycles. The approach and design presented in this work could lead to the development of effective shuttle suppression material additives for future Li–S batteries.

便携式电子设备、电动汽车和智能电网的快速发展推动了对高能(500 Wh kg−1)可充电电池的需求。锂硫电池(Li-S)因其较高的理论能量密度(2600 Wh kg−1或2800 Wh L−1)而备受关注,但其商业化受到几个技术挑战的限制,包括使用高活性锂金属阳极。使用Li2S作为阴极与无锂阳极(如Si和金属间合金)耦合,为避免金属锂相关的安全问题提供了一种现实的方法。然而,Li2S的电化学活性较低以及多硫化锂(LiPS)的穿梭效应阻碍了高容量和良好循环性能的实现。在锂硫电池中,由于不可逆的锂离子离子迁移,通常的Li2S/碳(C)复合阴极在长期循环过程中容量逐渐衰减。虽然阴极复合材料中C的存在为活性材料的利用提供了导电途径,但LiPS的不可逆迁移仍然存在。在这项工作中,我们通过高度可扩展的球磨方法在阴极复合材料(Li2S/C)中引入极性SnS2添加剂来吸附LiPS。Li2S/C/SnS2复合材料通过化学吸附对LiPS起到限制作用,为LiPS的穿梭提供了物理屏障。在保持Li2S用量不变的情况下,我们合成了三种不同重量百分比的C和SnS2阴极复合材料,并研究了它们在特征电池中的电化学性能。我们发现Li2S/C (20%)/SnS2(5%)复合材料在0.1C时具有711 mAh g - 1的高初始容量,并且在100次循环后保持约400 mAh g - 1的容量。相比之下,经过100次循环后,Li2S/C(25%)复合材料的容量比Li2S/C (20%)/SnS2(5%)复合材料的容量少100 mAh g−1。这项工作中提出的方法和设计可能会导致未来锂硫电池有效的穿梭抑制材料添加剂的发展。
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引用次数: 0
A sampling fault diagnosis method for power battery data in cloud platforms based on a ResNet–BiLSTM neural network 基于ResNet-BiLSTM神经网络的云平台动力电池数据采样故障诊断方法
IF 4.3 Q2 CHEMISTRY, PHYSICAL Pub Date : 2025-08-25 DOI: 10.1039/D5YA00093A
Yuntao Jin, Zhengjie Zhang, Baitong Chang, Rui Cao, Hanqing Yu, Yefan Sun, Xinhua Liu and Shichun Yang

As the basis for many functions of the battery management system (BMS) such as state estimation and thermal runaway warning, stable sampling data are crucial for the safe operation of electric vehicles (EVs). In this paper, a sampling fault diagnosis method for power battery data in cloud platforms is proposed based on a residual network (ResNet) and bi-directional long short-term memory (BiLSTM) neural network, which can effectively identify the abnormalities of the battery sampling data and recognize the failure modes. Firstly, through the analysis of fault data and sampling circuits for real EVs, four typical failure modes are selected to complete the fault injection experiments. The physical simulation model of the fault circuit is established, and the corresponding mathematical empirical model is condensed. Then, based on the understanding of the abnormal data distribution pattern, the fault diagnosis algorithms based on a threshold and the ResNet–BiLSTM neural network are developed, respectively. Finally, the algorithms are introduced into the simulation dataset and real-vehicle dataset for testing. The results show that both algorithms have high effectiveness and accuracy, with the latter exhibiting strong fault diagnosis capability. In summary, the proposed sampling fault diagnosis method is feasible and provides a theoretical basis for future multi-type fault diagnosis of BMSs.

作为电池管理系统(BMS)状态估计、热失控预警等诸多功能的基础,稳定的采样数据对电动汽车的安全运行至关重要。本文提出了一种基于残差网络(ResNet)和双向长短期记忆(BiLSTM)神经网络的云平台动力电池数据采样故障诊断方法,能够有效识别电池采样数据的异常情况,识别故障模式。首先,通过对真实电动汽车的故障数据和采样电路的分析,选择四种典型的故障模式完成故障注入实验。建立了故障电路的物理仿真模型,并浓缩了相应的数学经验模型。然后,在了解异常数据分布模式的基础上,分别开发了基于阈值的故障诊断算法和基于ResNet-BiLSTM神经网络的故障诊断算法。最后,将算法引入仿真数据集和实车数据集进行测试。结果表明,两种算法均具有较高的有效性和准确性,其中后者具有较强的故障诊断能力。综上所述,所提出的采样故障诊断方法是可行的,为未来bms的多类型故障诊断提供了理论基础。
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Energy advances
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