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Data efficient open circuit voltage hysteresis modelling – Transfer fitting the trajectory correction hysteresis (TCH) model from SOH-to-SOH and different li-ion cell chemistries 数据高效开路电压滞后建模 - 从 SOH 到 SOH 和不同锂离子电池化学性质的轨迹修正滞后 (TCH) 模型的转移拟合
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-04-17 DOI: 10.1016/j.powera.2024.100146
Jakob Schmitt, Ivo Horstkötter, Bernard Bäker

The novel trajectory correction hysteresis model (TCH) is based on measuring the first-order reversal branches (FORBs). As the enormous measurement effort required for parameterisation hinders a real-world application, this paper presents the data-efficient transfer fit (TF) method. The TF methodology is validated through two application cases: ageing update and cell chemistry adaptation. Remarkably, using only 12 measurement points on the open-circuit voltage (OCV) envelopes instead of hundreds of measurement data points, the ageing update TF model attains a mean absolute error (mae) of 4.1 mV, closely approaching the accuracy of a newly parameterised target model (3.6 mV mae). Similarly, adapting an NCA cell model to an NMC target cell using selected OCV envelope points yields a 5.3 mV mae, which further reduces to 3.2 mV with an additional discharge FORB starting at 10% SOC. In addition to the selective model adjustment using continuous OCV measurement trajectories, the much more realistic adaptation by measurement points randomly distributed within the hysteresis window was successfully demonstrated. The presented TF methodology overcomes the hurdle of data efficiency while maintaining model accuracy and paves the way for the future application of the TCH model for voltage-based SOC correction.

新颖的轨迹修正滞后模型(TCH)以测量一阶反转分支(FORB)为基础。由于参数化所需的大量测量工作阻碍了实际应用,本文提出了数据高效的转移拟合(TF)方法。TF 方法通过两个应用案例进行了验证:老化更新和细胞化学适应。值得注意的是,仅使用开路电压(OCV)包络线上的 12 个测量点而不是数百个测量数据点,老化更新 TF 模型的平均绝对误差(mae)就达到了 4.1 mV,接近新参数化目标模型的精度(3.6 mV mae)。同样,使用选定的 OCV 包络点将 NCA 电池模型调整为 NMC 目标电池,可获得 5.3 mV 的平均绝对误差,而从 10% SOC 开始的额外放电 FORB 可将平均绝对误差进一步降至 3.2 mV。除了使用连续的 OCV 测量轨迹进行选择性模型调整外,还成功演示了通过随机分布在滞后窗口内的测量点进行更为真实的适应性调整。所介绍的 TF 方法克服了数据效率的障碍,同时保持了模型的准确性,为未来应用 TCH 模型进行基于电压的 SOC 校正铺平了道路。
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引用次数: 0
Field performance analysis of solar cell designs 太阳能电池设计的现场性能分析
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-03-13 DOI: 10.1016/j.powera.2024.100145
Sungho Hwang , Dongchul Suh , Yoonmook Kang

This study analyzes the field performance of various solar cell designs. Most research and development efforts concerning solar cells aim to increase their efficiency or power under standard test conditions (STC). However, conducting an actual field performance analysis is crucial because of the various ambient conditions present in the field, including temperature, irradiance, PV system installation, and albedo. These conditions can result in different performance results compared to STC. This study compares and analyzes case studies to assess field performance. One particular case study compares the field performance of monofacial modules with a monofacial passivated emitter and rear cell (PERC) and bifacial PERC at a carport system in the ambient conditions of the Korean Peninsula during summer and winter. The module material properties (white EVA and white backsheet) can impact module performance owing to the transmittance spectra at longer wavelengths. Certain transmittance values also contribute to the bifaciality number. Although the monofacial cell demonstrates better STC results, the field performance of the bifacial cell is superior in terms of energy yield and cost-effectiveness. Therefore, this study highlights the importance of considering the field performance (energy yield), in addition to STC, when designing solar cells and modules.

本研究分析了各种太阳能电池设计的现场性能。有关太阳能电池的大多数研发工作都旨在提高其在标准测试条件(STC)下的效率或功率。然而,进行实际现场性能分析至关重要,因为现场存在各种环境条件,包括温度、辐照度、光伏系统安装和反照率。与 STC 相比,这些条件会导致不同的性能结果。本研究通过比较和分析案例研究来评估现场性能。其中一个案例研究比较了单面组件与单面钝化发射器和后部电池 (PERC) 和双面 PERC 在朝鲜半岛夏季和冬季环境条件下的车棚系统的现场性能。模块材料特性(白色 EVA 和白色背板)会对模块性能产生影响,原因在于较长波长的透射光谱。某些透射率值也会影响双面性系数。虽然单面电池的 STC 结果更好,但就能量产出和成本效益而言,双面电池的现场性能更优。因此,本研究强调了在设计太阳能电池和模块时,除 STC 外,考虑现场性能(能量产出)的重要性。
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引用次数: 0
Vapor-transport-deposited Sb2S3 thin-film solar cells: Tailoring photovoltaic properties through deposition temperature 气相传输沉积 Sb2S3 薄膜太阳能电池:通过沉积温度调整光伏特性
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-03-11 DOI: 10.1016/j.powera.2024.100143
Indu Sharma, Pravin S. Pawar, Rahul K. Yadav, Yong Tae Kim, Neha Bisht, Parag R. Patil, Jaeyeong Heo

Crystal orientation plays a crucial role in the performance of Sb2S3 thin-film solar cells (TFSCs). Among various deposition techniques, vapor transport deposition (VTD) stands out as a viable technique for producing scalable and uniformly deposited thin films, particularly in the solar industry. This study explores temperature-modulated VTD-Sb2S3 deposition to enable efficient carrier transport in photovoltaic cells. In the VTD process, the deposition temperature is altered between 480 °C and 540 °C. XRD, SEM, EDS, and AFM techniques are employed to obtain the characteristics of the Sb2S3 thin films at varying temperatures and evaluate critical features like crystal structure and orientation, surface morphology, composition, and roughness. The prominent crystal orientation changes from the (hk0) to the (hk1) plane after increasing the deposition temperature from 500 to 520 °C. The (211)- and (221)-planes become more prominent when the deposition temperature exceeds 520 °C. The device with the architecture SLG/Mo/Sb2S3/CdS/i-ZnO/AZO/Al, a substrate-configured TFSC, yields a maximum power conversion efficiency of 0.22% when the VTD-Sb2S3 absorber film is deposited at 520 °C. This study presents a promising approach to producing thin films with a preference for specific crystal orientations. The primary aim is to enhance the efficiency of solar cells that utilize VTD-Sb2S3 absorbers.

晶体取向对 Sb2S3 薄膜太阳能电池(TFSC)的性能起着至关重要的作用。在各种沉积技术中,气相传输沉积(VTD)是生产可扩展和均匀沉积薄膜的可行技术,尤其是在太阳能行业。本研究探讨了温度调控 VTD-Sb2S3 沉积,以实现光伏电池中的高效载流子传输。在 VTD 工艺中,沉积温度在 480 °C 和 540 °C 之间变化。我们采用 XRD、SEM、EDS 和原子力显微镜技术来获得不同温度下 Sb2S3 薄膜的特性,并评估晶体结构和取向、表面形态、成分和粗糙度等关键特征。将沉积温度从 500 °C 提高到 520 °C 后,突出的晶体取向从 (hk0) 平面变为 (hk1) 平面。当沉积温度超过 520 ℃ 时,(211)面和(221)面变得更加突出。采用 SLG/Mo/Sb2S3/CdS/i-ZnO/AZO/Al 结构的器件是一种基底配置的 TFSC,当 VTD-Sb2S3 吸收膜沉积温度为 520 ℃ 时,其最大功率转换效率为 0.22%。这项研究提出了一种生产特定晶体取向薄膜的可行方法。其主要目的是提高使用 VTD-Sb2S3 吸收体的太阳能电池的效率。
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引用次数: 0
Influence of carbon content on the ionic and electronic conductivities of dense Na3V2(PO4)3/C composites 碳含量对致密 Na3V2(PO4)3/C 复合材料离子导电率和电子导电率的影响
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-03-07 DOI: 10.1016/j.powera.2024.100144
Pradhyun Veerapanaicker Soundaraj , Enkhtsetseg Dashjav , Daniel Grüner , Stephan Prünte , Christian Dellen , Frank Tietz

Sodium vanadium triphosphate (Na3V2(PO4)3, NVP) is a promising cathode material for Na-ion batteries. Due to its intrinsically low electronic conductivity, it is usually mixed or coated with carbon. However, so far there have been no systematic studies on the ionic and electronic conductivity of carbon-coated NVP particles. In this work, NVP with varying carbon contents are prepared. The powders are sintered as single pellets or sandwiched between a solid electrolyte for measurements in an ion blocking and non-ion blocking configuration. In these two different configurations, two different electrodes are attached and several electrochemical characterization techniques are applied such as impedance spectroscopy, chronoamperometry, and four-point measurements. The NVP/C composites with carbon content >0.1 wt% show a high degree of densification and an amorphous carbon network. The conductivity of NVP in composites with carbon content <0.1 wt% shows dominating ionic conduction with an average value of ∼2 × 10−6 S cm−1. NVP/C samples with carbon contents >0.1 wt% show a dominance of electronic conduction in the range of 0.01–0.2 mS cm−1 because of the percolated carbon network at the grain boundaries. The ionic conductivity, however, remains almost constant in the same order of magnitude (∼6 × 10−6 S cm−1).

三聚磷酸钠(Na3V2(PO4)3,NVP)是一种很有前途的钠离子电池阴极材料。由于其固有的低电子传导性,它通常与碳混合或与碳涂层在一起。然而,迄今为止还没有关于碳包覆 NVP 粒子的离子和电子导电性的系统研究。在这项工作中,制备了不同碳含量的 NVP。将这些粉末烧结成单个颗粒或夹在固体电解质中,在离子阻挡和非离子阻挡配置下进行测量。在这两种不同的配置中,连接了两个不同的电极,并应用了多种电化学表征技术,如阻抗光谱法、时变测量法和四点测量法。碳含量为 0.1 wt% 的 NVP/C 复合材料显示出高度致密化和无定形碳网络。碳含量为 0.1 wt%的复合材料中 NVP 的电导率以离子传导为主,平均值为 ∼2 × 10-6 S cm-1。碳含量为 0.1 wt%的 NVP/C 样品由于晶界处的渗碳网络而显示出 0.01-0.2 mS cm-1 范围内的电子传导占主导地位。然而,离子导电率几乎保持在同一数量级(∼6 × 10-6 S cm-1)。
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引用次数: 0
On the joint dynamics of potentials and currents in porous electrodes: Model reduction 多孔电极中电位和电流的联合动力学:模型还原
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-02-29 DOI: 10.1016/j.powera.2024.100138
Keivan Haghverdi , Dmitri L. Danilov , Grietus Mulder , Luis D. Couto , Rüdiger-A. Eichel

The dynamic behavior of potentials and currents in porous electrodes is crucial for optimizing the computational speed of lithium-ion battery models. Pseudo-two-dimensional (P2D) models, based on partial differential equations, offer insight but pose computational challenges. P2D equations are tackled with iterative algorithms, like the Newton or the shooting method. Yet, initiating the algorithm with random guesses for solid and electrolyte potentials can cause diverging ionic current values inside the electrolyte phase, increasing the computation time required to converge to the final solution. This study proposes a novel model order reduction using a galvanic pseudo-potential to prevent the occurrence of diverging currents. By sidestepping infinite values for ionic current inside the electrolyte phase, the method streamlines math and speeds up the shooting method used for solving battery model equations.

多孔电极中电位和电流的动态行为对于优化锂离子电池模型的计算速度至关重要。基于偏微分方程的伪二维(P2D)模型提供了洞察力,但也带来了计算上的挑战。P2D方程可通过牛顿法或射击法等迭代算法来解决。然而,在算法开始时对固体和电解质电位进行随机猜测,可能会导致电解质相内离子电流值发散,从而增加收敛到最终解所需的计算时间。本研究提出了一种使用电偶伪电势的新型模型阶次缩减方法,以防止发散电流的发生。通过避开电解质相内离子电流的无限值,该方法简化了数学运算,加快了用于求解电池模型方程的射击法。
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引用次数: 0
X-ray computed tomography analysis of lithium deposition in all-solid-state lithium-metal batteries with carbon interlayers bonded through various processes 全固态锂金属电池中的锂沉积的 X 射线计算机断层扫描分析,其中的碳夹层是通过不同工艺粘合的
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-02-14 DOI: 10.1016/j.powera.2024.100142
M. Kodama , N. Uno , Y. Takase , O. Aoki , R. Iwamura , T. Kotaka , K. Aotani , S. Hirai

Lithium-metal anodes are promising electrodes for fabricating high-capacity all-solid-state batteries; however, lithium dendrite growth during charging limits their applicability. One method to suppress lithium dendrite growth is to insert a carbon interlayer between the solid electrolyte and the lithium-metal anode. There are many potential approaches for inserting a carbon interlayer. The optimal conditions for suppressing lithium dendrite growth and ensuring uniform lithium deposition have not yet been established. This study employs X-ray computed tomography to investigate anode-less all-solid-state batteries. Pressurized xenon is used to examine how the carbon interlayer functions and how uniformly lithium is deposited after various carbon interlayer insertion processes. Uniform deposition is observed following simultaneous pressure bonding of the carbon interlayer and compression of the solid electrolyte.

锂金属阳极是制造高容量全固态电池的理想电极;然而,充电过程中锂枝晶的生长限制了其适用性。抑制锂枝晶生长的一种方法是在固态电解质和锂金属阳极之间插入一层碳夹层。插入碳中间层有许多潜在的方法。抑制锂枝晶生长和确保锂沉积均匀的最佳条件尚未确定。本研究采用 X 射线计算机断层扫描技术研究无阳极全固态电池。利用加压氙气来研究碳夹层的功能以及各种碳夹层插入过程后锂沉积的均匀性。在碳夹层同时加压结合和压缩固体电解质后,观察到了均匀沉积。
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引用次数: 0
Influence of the mixing speed in the rheology of NMC622-based Li-ion battery electrode slurries 混合速度对基于 NMC622 的锂离子电池电极浆料流变性的影响
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-02-13 DOI: 10.1016/j.powera.2024.100141
Diana Zapata Dominguez , Jiahui Xu , Yasmina Boudjema , Siwar Ben Hadj Ali , Franco M. Zanotto , Alejandro A. Franco

Finding a correlation between the rheology of an electrode slurry and the mixing variables is challenging due to the complex interactions among the materials in the suspension. Here, we report a systematic study of the mixing speed and how this variable impacts the slurry rheology of the Nickel Manganese Cobalt Oxide (NMC622) positive electrode at 2000, 3000, and 4000 rpm and maintaining constant the other mixing parameters. We partially combined the slurry components and compared the rheology results with the complete formulation. This systematic study shows differences in viscosity depending on mixing speed and the slurry component combination. In addition, frequency oscillatory sweeps were used to obtain information on the slurry microstructure, showing changes depending on the nature of component interactions. The slurries were also casted, dried, and calendered. Numerical simulations were also performed to analyze the experimental findings. Understanding the slurry rheology and the interaction of the formulation components is fundamental for further engineering electrode manufacturing and analysis of the dried electrode's output properties.

由于悬浮液中的材料之间存在复杂的相互作用,因此找到电极浆料流变性与混合变量之间的相关性具有挑战性。在此,我们报告了对搅拌速度的系统研究,以及该变量如何影响镍锰钴氧化物(NMC622)正极在 2000、3000 和 4000 rpm 转速下的浆液流变性,并保持其他搅拌参数不变。我们部分合并了浆料成分,并将流变结果与完整配方进行了比较。这项系统性研究表明,粘度的差异取决于搅拌速度和浆料成分组合。此外,我们还使用频率振荡扫描来获取有关泥浆微观结构的信息,结果表明其变化取决于组分相互作用的性质。还对泥浆进行了浇铸、干燥和压延。还进行了数值模拟,以分析实验结果。了解泥浆流变学和配方成分的相互作用对于进一步的工程电极制造和分析干燥电极的输出特性至关重要。
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引用次数: 0
In situ polymerized poly(1,3-dioxolane) in polyacrylonitrile porous scaffolds: A novel composite polymer electrolyte for room temperature battery application 聚丙烯腈多孔支架中的原位聚合聚(1,3-二氧戊环):用于室温电池的新型复合聚合物电解质
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-02-09 DOI: 10.1016/j.powera.2024.100140
Nicolò Albanelli , Francesco Capodarca , Michele Zanoni , Giampaolo Lacarbonara , Maria Letizia Focarete , Chiara Gualandi , Catia Arbizzani

The need for high-energy and safe batteries is more and more urgent, and a possible approach is to use solid polymer electrolyte with high conductivity combined with lithium metal anode. Poly (1,3-dioxolane)-based electrolytes are promising, and the feasibility to polymerize 1,3-dioxolane (DOL) in situ makes this approach very attractive. In this paper, we present the in situ electro-initiated polymerization of DOL in polyacrylonitrile nanofibrous mats, without using initiator or crosslinking agents. The amount of monomer loaded in the porous scaffold, the electrochemical technique used to initiate the polymerization and the salt amount were investigated as important parameters that affect the ion conductivity and the performance of the obtained polymer electrolyte. Particular attention was directed towards minimizing the presence of residual monomer in the resulting polymer, with the aim of progressing towards the development of a real solid-state polymer electrolyte. The results of the thermal, morphological, and electrochemical characterization are reported and discussed.

人们对高能量和安全电池的需求越来越迫切,一种可行的方法是使用具有高导电性的固体聚合物电解质与锂金属阳极相结合。基于聚(1,3-二氧戊环)的电解质前景广阔,而原位聚合 1,3-二氧戊环(DOL)的可行性使这种方法极具吸引力。本文介绍了在不使用引发剂或交联剂的情况下,在聚丙烯腈纳米纤维垫中原位电引发聚合 DOL 的方法。多孔支架中的单体负载量、用于引发聚合的电化学技术以及盐量都是影响离子传导性和所获聚合物电解质性能的重要参数。研究人员特别关注如何最大限度地减少聚合物中残留单体的存在,以期在开发真正的固态聚合物电解质方面取得进展。报告和讨论了热学、形态学和电化学表征的结果。
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引用次数: 0
A novel approach for modelling voltage hysteresis in lithium-ion batteries demonstrated for silicon graphite anodes: Comparative evaluation against established Preisach and Plett model 硅石墨负极锂离子电池电压滞后建模新方法:与已建立的 Preisach 和 Plett 模型的比较评估
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-02-08 DOI: 10.1016/j.powera.2024.100139
Jakob Schmitt, Ivo Horstkötter, Bernard Bäker

Lithium-ion batteries with silicon-graphite composite anodes feature an asymmetric and direction-dependent voltage hysteresis. Upon comparing established hysteresis models from literature, it was found that a separate modelling of charge and discharge direction is required for both the operator-based Preisach model and the differential equation-based one-state model, often referred to as Plett model. This paper presents the first bidirectional implementation of the one-state hysteresis model based on extensive measurements of first-order reversal branches of a Si/C NMC cell. The approach accounts for directionality but cannot deal with the complexity of the hysteresis traverses, so an extension of the Preisach model is discussed and found to be infeasible. This justifies the development of a novel hysteresis model, the trajectory correction hysteresis (TCH) model, that fulfils the identified requirements for bidirectionality, closed-loop property and direct data fit and can be generally applied to any cell chemistry. The TCH model considers the traverse starting point, which allows for the unambiguous definition of hysteresis states and enables the simulation of complex trajectories due to two correction mechanisms. The static and dynamic current profiles in complex hysteresis scenarios demonstrate superior performance with 4.5 mV mae compared to Preisach (19.6 mV mae) and Plett (11.7 mV mae) models.

采用硅-石墨复合阳极的锂离子电池具有非对称和随方向变化的电压滞后现象。比较文献中已有的磁滞模型后发现,基于算子的普雷萨赫模型和基于微分方程的单态模型(通常称为普雷特模型)都需要对充电和放电方向进行单独建模。本文基于对 Si/C NMC 电池一阶反向分支的广泛测量,首次提出了单态磁滞模型的双向实现方法。这种方法考虑到了方向性,但无法处理磁滞穿越的复杂性,因此讨论了普雷沙赫模型的扩展,发现这种方法并不可行。因此,我们开发了一种新的滞后模型--轨迹校正滞后(TCH)模型,它能满足双向性、闭环特性和直接数据拟合等已确定的要求,并可普遍应用于任何细胞化学。TCH 模型考虑了横移起点,可以明确定义滞后状态,并通过两种校正机制模拟复杂轨迹。与 Preisach(19.6 mV mae)和 Plett(11.7 mV mae)模型相比,4.5 mV mae 模型在复杂滞后情况下的静态和动态电流曲线表现出更优越的性能。
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引用次数: 0
Real-time Lithium-ion battery state of health evaluation based on discrete wavelet transform: The effect of operating temperature 基于离散小波变换的锂离子电池健康状态实时评估:工作温度的影响
IF 4.5 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-01-20 DOI: 10.1016/j.powera.2024.100136
D. Pelosi , F. Gallorini , P.A. Ottaviano , L. Barelli

Li-ion batteries (LIBs), thanks to high efficiencies and energy density, represent the mainstream technology to replace traditional internal combustion vehicles with electric ones. However, LIBs state of health (SoH) should be investigated to avoid fast degradation due to fast-charging, electrical, mechanical and thermal factors. Therefore, SoH prediction and monitoring for battery electric vehicles is necessary for extending LIB lifespan and avoiding failures. In this paper, an accurate real-time SoH prediction and monitoring method, based on discrete wavelet (DWT) analysis, is investigated through an extensive experimental campaign considering the effect of temperature variation. Specifically, moving from cycle aging performed on Li-ion NCR 18650 cells and applying two typical US test drive cycles at different SoHs, three different operating temperatures (i.e., 0 °C, 20 °C and 30 °C) were investigated. Applying DWT on the gathered LIB voltage profiles, it is demonstrated that temperature effect on the implemented method is easily recognizable from the one of cycle aging. Moreover, suitable linearized functions are identified to refer DWT outcomes assessed at the operative temperature to a reference temperature, at which a suitable equation is previously identified to assess capacity fading. Due to its general validity the method can be extended to stationary applications.

锂离子电池(LIB)具有高效率和高能量密度,是电动汽车取代传统内燃汽车的主流技术。然而,应当对锂离子电池的健康状况(SoH)进行调查,以避免因快速充电、电气、机械和热因素而造成的快速退化。因此,有必要对电池电动汽车的 SoH 进行预测和监测,以延长 LIB 的使用寿命并避免故障。本文基于离散小波(DWT)分析,通过广泛的实验活动,考虑温度变化的影响,研究了一种准确的实时 SoH 预测和监测方法。具体来说,从锂离子 NCR 18650 电池的循环老化开始,在不同 SoHs 下应用两个典型的美国试车循环,研究了三种不同的工作温度(即 0 °C、20 °C 和 30 °C)。将 DWT 应用于收集的 LIB 电压曲线,结果表明,温度对实施方法的影响很容易从循环老化的影响中识别出来。此外,还确定了合适的线性化函数,将在工作温度下评估的 DWT 结果与参考温度联系起来,并在参考温度下确定了合适的方程来评估容量衰减。由于其普遍有效性,该方法可扩展到静态应用。
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引用次数: 0
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Journal of Power Sources Advances
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