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Unveiling the Potential of Graphene-Integrated CsSnCl3 Perovskite Solar Cells: A Numerical Simulation Study 揭示石墨烯集成CsSnCl3钙钛矿太阳能电池的潜力:数值模拟研究
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-14 DOI: 10.1002/ente.202500613
Ubaid Ur Rehman, Kashaf Ul Sahar, Qian Wang, Ejaz Hussain, Arslan Ashfaq, Chun-Ming Wang

This study investigates the numerical modeling of lead-free CsSnCl3-based perovskite solar cells (PSCs) using Solar Cell Capacitance Simulator-1D simulation. The device structure features TiO2 as the electron transport layer and Cu2O as the hole transport layer. Key parameters such as absorber thickness, acceptor doping concentration, defect densities, electrode work function, and operating temperature are systematically optimized to improve performance. An ultrathin graphene (Grp) interfacial layer is introduced at the CsSnCl3/Cu2O interface, which enhances charge separation by reducing recombination and improving band alignment. The device efficiency increases from 23.18% (Au/Cu2O/CsSnCl3/TiO2/FTO) to 23.26% with Grp, further to 31.45% with optimized metal contact (W/Cu2O/CsSnCl3/TiO2/FTO), and finally reaches 31.52% by combining both strategies. This efficiency enhancement is attributed to structural optimization, Grp-enabled interface passivation, and improved charge extraction via metal contact engineering. Although Grp thickness has a limited influence, its presence effectively suppresses recombination losses. The optimized device achieves a power conversion efficiency of 31.52%, open-circuit voltage (Voc) of 1.25 V, short-circuit current density (Jsc) of 27.98 mA cm2, and fill factor of 89.56%. These findings highlight the potential of Grp interface engineering to boost the performance and stability of CsSnCl3 PSCs.

本研究利用太阳能电池电容模拟器- 1d模拟技术对无铅cssncl3基钙钛矿太阳能电池(PSCs)进行了数值模拟。该器件结构以TiO2为电子输运层,Cu2O为空穴输运层。系统地优化了吸收剂厚度、受体掺杂浓度、缺陷密度、电极功函数和工作温度等关键参数,以提高性能。在CsSnCl3/Cu2O界面上引入超薄石墨烯(Grp)界面层,通过减少复合和改善能带排列来增强电荷分离。采用Grp后器件效率从23.18% (Au/Cu2O/CsSnCl3/TiO2/FTO)提高到23.26%,采用优化金属接触(W/Cu2O/CsSnCl3/TiO2/FTO)后器件效率进一步提高到31.45%,两种策略结合后器件效率达到31.52%。这种效率的提高归功于结构优化、使能grp的界面钝化以及通过金属接触工程改进的电荷提取。虽然Grp厚度的影响有限,但它的存在有效地抑制了复合损失。优化后的器件功率转换效率为31.52%,开路电压(Voc)为1.25 V,短路电流密度(Jsc)为27.98 mA cm2,填充系数为89.56%。这些发现突出了Grp界面工程在提高CsSnCl3 psc性能和稳定性方面的潜力。
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引用次数: 0
Boosting Electrochemical Performance of Ti2Nb10O29 Anodes via Cl− Doping for High-Power Lithium-Ion Batteries Cl−掺杂提高大功率锂离子电池Ti2Nb10O29阳极电化学性能
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-09 DOI: 10.1002/ente.202500692
Yuwa Wang, Yike Liu, Rongkao Hu, Xiuli Chen, Yiyang Ren, Mingru Su, Yu Zhou, Panpan Zhang, Aichun Dou, Anjun Shi, Yunjian Liu

With the growing global demand for energy, lithium-ion batteries (LIBs) have gained significant attention as efficient energy storage systems. Among various anode materials, Ti2Nb10O29 (TNO) offers promising electrochemical properties but suffers from limited rate capability and cycling stability. In this work, a series of Cl-doped TNO samples (Clx%-TNO, x = 4, 8, 12, 16, 20) are synthesized using a one-step solid-phase method. Cl doping promotes the uniform growth and dispersion of primary TNO particles, expands the unit cell volume and interplanar spacing, and creates wider channels for lithium-ion transport. Due to its higher electronegativity, Cl optimizes charge distribution, improves electronic conductivity, and induces oxygen vacancies, providing more active reaction sites. The conductivity of Cl12%-TNO reaches 1.67 × 10−7 S cm−1, which is two orders of magnitude higher than that of undoped TNO. Galvanostatic intermittent titration technique (GITT) tests reveal that Cl12%-TNO maintains a higher lithium-ion diffusion coefficient throughout cycling. Electrochemical evaluation shows that Cl12%-TNO delivers an initial charge-specific capacity of 303.4 mAh g−1, retain 182.49 mAh g−1 at 30 C, and maintains 146.64 mAh g−1 after 300 cycles at 10 C, with a retention rate of 82.91%. This study demonstrates the effectiveness of Cl doping in enhancing TNO performance for LIB applications.

随着全球能源需求的不断增长,锂离子电池作为一种高效的储能系统受到了人们的广泛关注。在各种阳极材料中,Ti2Nb10O29 (TNO)具有良好的电化学性能,但其倍率能力和循环稳定性有限。本文采用一步固相法合成了一系列Cl−掺杂TNO样品(Clx%-TNO, x = 4,8,12,16,20)。Cl−掺杂促进了原生TNO颗粒的均匀生长和分散,扩大了单元胞体积和面间距,为锂离子的输运创造了更宽的通道。由于其较高的电负性,Cl−优化了电荷分布,提高了电子导电性,并诱导了氧空位,提供了更活跃的反应位点。Cl12%-TNO的电导率达到1.67 × 10−7 S cm−1,比未掺杂的TNO提高了2个数量级。恒流间歇滴定技术(git)测试表明,Cl12%-TNO在整个循环过程中保持较高的锂离子扩散系数。电化学评价表明,Cl12%-TNO的初始电荷比容量为303.4 mAh g−1,在30℃下保持182.49 mAh g−1,在10℃下循环300次后保持146.64 mAh g−1,保持率为82.91%。本研究证明了Cl−掺杂在LIB应用中提高TNO性能的有效性。
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引用次数: 0
High-Performance Solid-State Supercapacitors Based on Eco-friendly N-Doped Graphene-like Nanosheets/Nanosized NiCo Oxide Nanocomposite Produced by Green Facile Technology Green Facile技术制备的基于环保n掺杂类石墨烯纳米片/纳米氧化镍纳米复合材料的高性能固态超级电容器
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500758
Marwa A. A. Mohamed, Marwa Adel, Jehan El Nady

The present research focuses on the eco-friendly production of N-Doped Graphene-like Nanosheets (E-NG)/Nanosized NiCo Oxide Nanocomposite with remarkable electrochemical energy storage (EES) performance, as a highly-valuable electrode material for real supercapacitor applications. Distinctively, the nanocomposite has been prepared, starting from the constituents’ synthesis and ending with their compounding, via ecofriendly, facile, cost-competitive, and scalable techniques. Specifically, the nanocomposite compounding was carried out by a simple green ultrasound mixing in aqueous solution technique that has been first employed for the development of graphene/metal oxide nanocomposites as supercapacitors’ electrodes. The microstructural features of the produced E-NG/0.5NiCo(O) nanocomposite reveal intensive interference between E-NG nanosheets and NiCo(O) nanoparticles. The electrochemical evaluations disclose superb EES performance metrics of the nanocomposite in a 3-electrode configuration and both symmetric and asymmetric 2-electrode supercapacitor devices, as compared to literature. Thus, the asymmetric supercapacitor device based on E-NG/0.5NiCo(O) nanocomposite and E-NG electrodes gives outstanding EES performance, with a specific capacitance of 355 Fg¹, an energy density of 52.3 Whkg¹, and 90% capacitance retention after 5000 cycles, due to the synergistic combination of EDLC and pseudocapacitive mechanisms for charge storage as quantitatively estimated by Dunn's model. Overall, this study can greatly contribute towards substantial advancements in the global electrical power supply from renewable-energy sources, employing green material-manufacture technologies.

目前的研究重点是生态友好地生产具有优异电化学储能性能的n掺杂类石墨烯纳米片/纳米氧化镍纳米复合材料,作为真正超级电容器应用的高价值电极材料。特别的是,纳米复合材料的制备,从成分的合成开始,以它们的复合结束,通过环保,方便,具有成本竞争力和可扩展的技术。具体来说,纳米复合材料的复合是通过简单的绿色超声水溶液混合技术进行的,该技术首次用于开发石墨烯/金属氧化物纳米复合材料作为超级电容器的电极。制备的E-NG/0.5NiCo(O)纳米复合材料的微观结构特征表明E-NG纳米片与NiCo(O)纳米颗粒之间存在强烈的干涉。与文献相比,电化学评价揭示了纳米复合材料在三电极配置以及对称和非对称两电极超级电容器器件中的卓越EES性能指标。因此,基于E-NG/0.5NiCo(O)纳米复合材料和E-NG电极的非对称超级电容器器件具有优异的EES性能,比电容为355 Fg−¹,能量密度为52.3 Whkg−¹,经过5000次循环后电容保持率为90%,这是由Dunn模型定量估计的EDLC和假电容机制的协同结合造成的。总的来说,这项研究可以极大地促进全球可再生能源电力供应的实质性进步,采用绿色材料制造技术。
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引用次数: 0
Characterization of Elasticity for Silicon-Containing Anodes by Microindentation 用微压痕表征含硅阳极的弹性
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500383
Hung Lin, Yuechen Wu, Burkhard Lewerich, Edwin Knobbe, Timo Danner, Arnulf Latz

The intricate internal stresses within porous electrode coatings (PEC) are induced by charging and discharging of lithium-ion batteries. The incorporation of silicon-based particles in the anode further exacerbates the volume change of active particles and the microstructure change of PECs during battery cycling. This highlights the urgent need for a mechanical model of the PEC in electrochemically and mechanically coupled cell simulations. The first step to develop such a model is a layer-resolved, homogenized mechanical characterization of the PEC. In cylindrical cells, the mechanical properties of the PEC are highly nonlinear due to its multiphase granular microstructure combined with its thin, rolled geometry inside the cell housing. Herein, microindentation is employed and analyzed to extract the one-dimensional mechanical response of a single PEC-layer. Three major challenges of microindentation, thermal drift, substrate effect, and tip size effect are overcome. Quantification of short-term elasticity as well as long-term viscoelasticity is done for a silicon-containing dry anode sample by the proposed workflow. The results demonstrate that microindentation is a suitable and effective measurement method for characterizing PECs, thereby facilitating the development of mechanical models for multidisciplinary cell simulations.

锂离子电池充放电过程中,多孔电极涂层内部会产生复杂的内应力。硅基颗粒在阳极的掺入进一步加剧了电池循环过程中活性颗粒的体积变化和PECs的微观结构变化。这突出了在电化学和机械耦合的细胞模拟中迫切需要一个PEC的力学模型。开发这种模型的第一步是对PEC进行层分辨、均质化的力学表征。在圆柱形电池中,由于其多相颗粒微观结构与电池外壳内薄的轧制几何结构相结合,PEC的力学性能是高度非线性的。本文采用微压痕分析方法提取了单个pec层的一维力学响应。克服了微压痕、热漂移、衬底效应和针尖尺寸效应三个主要挑战。通过提出的工作流程对含硅干阳极样品的短期弹性和长期粘弹性进行了量化。结果表明,微压痕是表征PECs的一种合适且有效的测量方法,从而促进了多学科细胞模拟力学模型的发展。
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引用次数: 0
Formation Processes of Absorbent Glass Mat versus Flooded Lead-Acid Batteries—Differences and Similarities: Practical Approach 吸收玻璃垫与淹水铅酸电池形成过程的异同:实用方法
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500518
Sławomir Walkowiak, Marek Baraniak, Marcin Wachsmann, Grzegorz Lota

Before lead-acid batteries are used, they undergo a crucial formation stage that involves charging positive and negative plates. The process requires the application of a constant voltage or current to plates immersed in sulfuric acid solution. There are different methods for the formation, tank and container formation, in lead-acid battery production. This study focuses on container formation, which includes three main techniques: air formation, water-bath formation, and closed-loop formation. This article explores differences between these methods and highlights distinctions between absorbent glass mat and traditional flooded lead-acid batteries. This article examines the theoretical aspects of the formation process, including chemical changes in active materials, electrolyte role, and temperature behavior. It discusses the formation reactions for negative and positive plates, offering insights into the formation types and current application methods. A notable advancement is advanced charging system (ACS) technology, which provides faster and more efficient formation, especially for batteries requiring high ampere-hour (Ah) capacity. By controlling the temperature and allowing a higher current input, ACS technology shortens the formation time while maintaining the battery characteristics. This study enhances the understanding of the formation process in lead-acid battery production. The introduction of ACS technology highlights ongoing advancements and promises greater efficiency in lead-acid battery manufacturing.

在铅酸电池被使用之前,它们要经历一个关键的形成阶段,包括给正极和负极充电。该工艺要求对浸没在硫酸溶液中的钢板施加恒定的电压或电流。在铅酸蓄电池生产中,有不同的成型方法,罐式成型和容器式成型。本研究的重点是容器地层,包括三种主要技术:空气地层、水浴地层和闭环地层。本文探讨了这些方法之间的差异,并强调了吸收玻璃垫和传统淹水铅酸电池之间的区别。本文研究了形成过程的理论方面,包括活性材料的化学变化,电解质的作用和温度行为。讨论了负极板和正极板的地层反应,对地层类型和目前的应用方法提出了见解。一个显著的进步是先进的充电系统(ACS)技术,它提供更快和更有效的形成,特别是对于需要高安培小时(Ah)容量的电池。通过控制温度和允许更高的电流输入,ACS技术在保持电池特性的同时缩短了形成时间。本研究提高了对铅酸电池生产过程形成过程的认识。ACS技术的引入凸显了铅酸电池的持续进步,并有望提高铅酸电池制造的效率。
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引用次数: 0
Fe–Ni–Co Alloy Derived Ternary Disulfide for High-Performance Thermal Battery 高性能热电池用Fe-Ni-Co合金衍生三元二硫化物
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202501192
Min Kang, Shaoming Qiao, Hui Yang, Zhipeng Zhao, Licheng Tang, Zhaobao Fan, Zhengdong He, Hai Zhou

Due to the advantages of excellent thermal stability, high electronic conductivity, and high specific capacity, transition metal disulfides and their composites are the main cathode materials for thermal batteries. However, common methods for the preparation of disulfide composites are confronted with the problem of low production efficiency. Herein, Fe–Ni–Co ternary disulfide (a-FeNiCoS2) is prepared via a simple high-temperature thermal sintering process using Fe–Ni–Co alloy as metal source. The present a-FeNiCoS2 is composed by heteroatoms doped NiS2 and FeS2, which then form heterostructure. As a result, a-FeNiCoS2 delivers low internal resistance, high specific capacity, and wide operating temperature range in thermal batteries. A high specific capacity of 562 mAh g−1 is obtained at the current density of 200 mA cm−2 and discharging temperature of 500 °C with a cutoff voltage of 1.5 V, which still remains at 441 mAh g−1 with a cutoff voltage of 1.6 V. The result indicates that a-FeNiCoS2 possesses greatly improved depth of the first discharge plateau, which is beneficial to enhance the energy density of thermal battery. This work provides a facile method for preparing ternary disulfide for high performance thermal batteries.

过渡金属二硫化物及其复合材料具有优异的热稳定性、高的电子导电性和高比容量等优点,是热电池的主要正极材料。然而,常用的制备二硫化合物复合材料的方法都面临着生产效率低的问题。本文以Fe-Ni-Co合金为金属源,采用简单的高温热烧结工艺制备了Fe-Ni-Co三元二硫化物(a- fenicos2)。目前的a-FeNiCoS2是由掺杂NiS2和FeS2的杂原子组成,然后形成异质结构。因此,a- fenicos2在热电池中具有低内阻,高比容量和宽工作温度范围的优点。在电流密度为200 mA cm−2、放电温度为500℃、截止电压为1.5 V时,获得了562 mAh g−1的高比容量;在截止电压为1.6 V时,比容量仍保持在441 mAh g−1。结果表明,a-FeNiCoS2具有较好的首次放电平台深度,有利于提高热电池的能量密度。本工作为制备高性能热电池用三元二硫化物提供了一种简便的方法。
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引用次数: 0
Thermal Performance of Novel Rectangular Pyramid Cavity Receiver for Solar Parabolic Dish Collector System 太阳能抛物盘集热器新型矩形金字塔腔体接收机的热性能
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500604
Sudhir Kumar Singh, Gunjan Mishra, Deepak Sharma, Anoop Kumar, Nitin Kumar Dengre

Solar energy is increasingly recognized as a clean, sustainable solution to fuel scarcity and greenhouse gas emissions. Solar parabolic dish collector (PDC)systems have shown great potential for efficiently harnessing solar energy. This study proposes a novel rectangular–pyramid cavity receiver with graphite powder for a solar PDC system. The experiments are performed considering water as the heat transfer fluid at different flow rates of 0.5, 1, and 1.5 L min−1. The study investigates the effect of flow rate on the fluid temperature difference, energy, and exergy efficiency of the PDC system. The highest temperature difference of 38.7 °C, 34.75 °C, and 31.11 °C is observed at flow rates of 0.5, 1, and 1.5 L min−1, respectively. The temperature difference increases with solar intensity and decreases with flow rate, as the heat transfer fluid retains more heat at lower flow rates. The maximum thermal efficiency of 58.79%, 62.29%, and 64.5% and exergy efficiency of 6.7%, 6.4%, & 5.9% is obtained at the mass flow rates of 0.5, 1, & 1.5 L min−1 respectively. The thermal efficiency increases with flow rate whereas the exergy efficiency decreased with an increase in flow rate. The temperature distribution is improved by the inclusion of graphite powder inside the pyramid-shaped housing.

人们越来越认识到,太阳能是解决燃料短缺和温室气体排放的一种清洁、可持续的解决方案。太阳能抛物盘集热器(PDC)系统在高效利用太阳能方面显示出巨大的潜力。本文提出了一种用于太阳能PDC系统的新型石墨粉矩形锥形腔体接收器。实验以水为传热流体,流速分别为0.5、1和1.5 L min - 1。该研究考察了流量对PDC系统的温差、能量和火用效率的影响。在流量为0.5、1和1.5 L min - 1时,最大温差分别为38.7℃、34.75℃和31.11℃。温差随太阳强度的增大而增大,随流速的增大而减小,因为传热流体在低流速下保留了更多的热量。质量流量为0.5、1和1.5 L min - 1时,热效率分别为58.79%、62.29%和64.5%,火用效率分别为6.7%、6.4%和5.9%。热效率随流量增大而增大,火用效率随流量增大而减小。在金字塔形壳体内加入石墨粉,改善了温度分布。
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引用次数: 0
Rational Choice of Amide-Based Electrolytes Toward High-Power Rechargeable Lithium-Air Batteries 高功率可充电锂-空气电池酰胺基电解质的合理选择
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500556
Akihiro Nomura, Shota Azuma, Fumisato Ozawa, Morihiro Saito

Lithium–air batteries (LABs) are a promising technology for high-energy-density battery storage. However, their open-cell structure for oxygen exchange leads to electrolyte evaporation, which limits cycling performance under ambient conditions. Herein, volatile amide-based electrolytes for LABs using gravimetric analysis are evaluated. The cell weight change during discharge–charge cycles confirms the two-electron oxygen reduction/evolution reactions while also revealing that electrolyte evaporation correlates with the solvent vapor pressure. This behavior significantly compromises the cycle performance of low-viscosity amide electrolyte cells. Despite this, rate-dependent cycling experiments demonstrate the superior cyclability of the low-viscosity amide electrolyte cells at high current rates (0.8 mA cm−2 or higher), conditions under which cells with a conventional tetraethylene glycol dimethyl ether (TEG)-based LAB electrolyte fail. Scanning electron microscopy and X-ray diffraction analyses show that these cells exhibit improved rechargeability at high-rate cycles, with discharge product morphology changing to a more easily decomposable form. This electrolyte design strategy marks a significant advancement toward developing high-power, high-energy rechargeable LABs.

锂空气电池(实验室)是一种很有前途的高能量密度电池存储技术。然而,它们用于氧交换的开孔结构导致电解质蒸发,这限制了在环境条件下的循环性能。本文对实验室使用的挥发性酰胺基电解质进行了重量分析。在充放电循环过程中,电池重量的变化证实了双电子氧还原/析出反应,同时也揭示了电解质蒸发与溶剂蒸气压相关。这种行为严重影响了低粘度酰胺电解质电池的循环性能。尽管如此,速率依赖循环实验表明,在高电流速率(0.8 mA cm - 2或更高)下,低粘度酰胺电解质电池具有优越的可循环性,在这种条件下,传统的四乙二醇二甲醚(TEG)基LAB电解质电池失效。扫描电子显微镜和x射线衍射分析表明,这些电池在高倍率循环下表现出更好的可充电性,放电产物形态改变为更容易分解的形式。这种电解质设计策略标志着开发高功率、高能量可充电实验室的重大进步。
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引用次数: 0
Underwater High-Voltage Electric Pulse-Assisted Hydraulic Fracturing: Multiphysics Modeling Framework and 3D Dynamic Crack Propagation Analysis 水下高压电脉冲辅助水力压裂:多物理场建模框架和三维动态裂纹扩展分析
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500754
Xiao Jin, Pingping Rao, Yuan Lu, Jifei Cui

This study investigates rock fracturing mechanisms and 3D crack propagation dynamics in underwater high-voltage electric pulse-assisted hydraulic fracturing. The study develops a multiphysics model by integrating circuit theory, plasma dynamics, and fluid–solid coupling principles. This model quantifies the interplay between plasma channel evolution, electrohydraulic shock wave (EHS) generation, and mechanical responses of rock. The model combines Kirchhoff's circuit equations with time-varying plasma impedance and energy conservation laws to resolve spatiotemporal distributions of plasma pressure and shock wave energy conversion. A 3D fracture mechanics framework reveals critical insights: Increased principal stress difference (1–4 MPa) reduces crack width by 15.7% and fracture area by 18.9%, while higher injection rates (0.25–0.75 m3 s−1) expand fracture zones; and simulations involving multiple cracks demonstrate that enhanced stress shadowing elevates the initiation pressures of two cracks by 13.48%. Experimental validation confirms model reliability (<5% error), demonstrating EHS's capacity to enhance fracture connectivity and energy transfer efficiency. These findings establish a theoretical foundation for optimizing EHS-hydraulic fracturing in deep low-permeability coal seams, addressing challenges of conventional techniques through improved controllability and reduced environmental impact.

研究了水下高压电脉冲辅助水力压裂的岩石破裂机理和三维裂缝扩展动力学。该研究通过集成电路理论、等离子体动力学和流固耦合原理,建立了一个多物理场模型。该模型量化了等离子体通道演化、电液冲击波(EHS)产生和岩石力学响应之间的相互作用。该模型将Kirchhoff电路方程与时变等离子体阻抗和能量守恒定律相结合,求解等离子体压力和冲击波能量转换的时空分布。三维裂缝力学框架揭示了关键的见解:增加主应力差(1 - 4 MPa)可使裂缝宽度减少15.7%,裂缝面积减少18.9%,而更高的注入速率(0.25-0.75 m3 s - 1)可扩大裂缝区域;多个裂纹的模拟结果表明,应力阴影的增强使两个裂纹的起裂压力提高了13.48%。实验验证证实了模型的可靠性(<;5%的误差),表明EHS能够提高裂缝连通性和能量传递效率。这些发现为优化深层低渗透煤层的ehs水力压裂奠定了理论基础,通过提高可控性和减少对环境的影响,解决了传统技术的挑战。
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引用次数: 0
State of Charge Estimation Techniques for Lithium-Ion Batteries: A Review 锂离子电池充电状态估计技术综述
IF 3.6 4区 工程技术 Q3 ENERGY & FUELS Pub Date : 2025-09-07 DOI: 10.1002/ente.202500542
Jun Peng, Xuecheng Qian, Xikang Xu, Wenzhuo Wu, Jing Wang, Rui Wang, Hui Ying Yang, Jilei Ye, Yuping Wu

With the advancement of energy structure reform, lithium-ion batteries have been widely used in new energy vehicles due to their advantages of high energy density, low self-discharge rates, and long cycle life. As a crucial component of these vehicles, real-time monitoring of the health and operational status of lithium-ion batteries is essential. Battery management systems play a key role in intelligently managing battery status, with state of charge (SOC) serving as a critical parameter that reflects the remaining energy of lithium-ion batteries. Accurate SOC estimation enables efficient trip planning and prolongs battery life. This paper discusses the SOC estimation technology, introduces several important methods, and compares their advantages and disadvantages, operating temperature range, and errors. The main focus is on the application of data-driven methods in SOC estimation, and the characteristics, parameters, dataset size, and accuracy of different support vector machine (SVM) models are compared. At the same time, four new methods of combining traditional models with data-driven models are introduced. Finally, the challenges and opportunities for future directions in this field are pointed out.

随着能源结构改革的推进,锂离子电池以其能量密度高、自放电率低、循环寿命长等优点在新能源汽车中得到了广泛应用。作为这些车辆的重要组成部分,对锂离子电池的健康和运行状态进行实时监测至关重要。电池管理系统在智能管理电池状态方面发挥着关键作用,充电状态(SOC)是反映锂离子电池剩余能量的关键参数。准确的SOC估算可实现高效的行程规划并延长电池寿命。本文讨论了SOC评估技术,介绍了几种重要的评估方法,并比较了它们的优缺点、工作温度范围和误差。重点研究了数据驱动方法在SOC估计中的应用,比较了不同支持向量机(SVM)模型的特征、参数、数据集大小和精度。同时,介绍了传统模型与数据驱动模型相结合的四种新方法。最后,指出了该领域未来发展方向面临的挑战和机遇。
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Energy technology
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