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Assessment of newly-designed hybrid nanofluid-cooled micro-channeled thermal management system for Li-ion battery 新设计的用于锂离子电池的混合纳米流体冷却微通道热管理系统的评估
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-05-12 DOI: 10.1115/1.4062514
K. Kumar, J. Sarkar, S. S. Mondal
Maintaining both maximum temperature and temperature uniformity within the desirable limit is a crucial issue for high C-rating Li-ion batteries of electric vehicles, which can be achieved by the properly designed battery thermal management system (BTMS). In this research, three new designs of liquid-cooled micro-channeled BTMS are suggested for cylindrical batteries to address the issue of temperature variations and uneven temperature distribution. Using 3D numerical simulation, we investigate the impacts of volume flow rate and the usage of mono/hybrid nanofluids with varying concentrations on the thermal performance of the battery pack at a high C-rate by utilizing a two-phase mixture model. Effects on maximum temperature, temperature uniformity, pumping power and heat transfer coefficient to pressure drop ratio are investigated. Results demonstrate that the effectiveness of heat transmission and temperature uniformity of the battery pack are positively impacted by an increase in nanoparticle concentration in nanofluid and volume flow rate. Even at high C-rates (5C), the proposed design can effectively reduce both cell temperature and thermal gradient of the 21700-type cylindrical cell. Model 3 is the most favorable BTMS for Li-ion cylindrical battery in terms of both maximum temperature and temperature uniformity (maximum temperature of 304.72K and temperature difference of 4.7K).
将最高温度和温度均匀性保持在所需的限度内是电动汽车的高C倍率锂离子电池的一个关键问题,这可以通过适当设计的电池热管理系统(BTMS)来实现。在这项研究中,针对圆柱形电池的温度变化和温度分布不均匀的问题,提出了三种新的液冷微通道BTMS设计方案。使用三维数值模拟,我们利用两相混合物模型研究了体积流速和不同浓度的单/混合纳米流体的使用对电池组在高C速率下的热性能的影响。研究了最高温度、温度均匀性、泵送功率和传热系数对压降比的影响。结果表明,纳米流体中纳米颗粒浓度和体积流速的增加对电池组的热传输效率和温度均匀性产生了积极影响。即使在高C速率(5C)下,所提出的设计也可以有效地降低21700型圆柱形电池的电池温度和热梯度。就最高温度和温度均匀性而言,Model 3是锂离子圆柱电池最有利的BTMS(最高温度为304.72K,温差为4.7K)。
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引用次数: 1
Joint estimation of SOC and SOH of lithium ion battery 锂离子电池SOC和SOH的联合估算
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-20 DOI: 10.1115/1.4062385
Peng Chen, Xin Jin, Xue Feng Han
Overcharge and discharge of power battery not only increase the battery loss, but also lead to fire and other accidents under harsh environmental conditions. Accurate estimation of battery parameters and status is an important reference in battery management system to prevent battery overcharge and discharge. In this paper, the following studies are carried out by focusing on the time separation scale and estimating parameters and state values online based on the improved particle filter: 1. The unscented transform and multi innovation were applied to particle filter to optimize the particle distribution and update the status value from the historical information, and the multi innovation unscented particle filter was formed to estimate the state of battery charge.; 2. Considering the influence of parameter variation on the estimation of battery state of charge. Due to the slow change characteristics of parameters and fast change characteristics of states, the parameters and states are jointly estimated from macro and micro time scales respectively.The capacity change estimated by unscented particle filter is used to characterize the battery health state, and finally the joint estimation of battery SOC and SOH is formed; 3. Three different working conditions are used to verify the algorithm. The joint algorithm accurately estimates the real-time changes of SOC and SOH, and the average error of SOC is less than 0.5%, which confirms the high accuracy of the joint algorithm.
动力电池的过充放电不仅会增加电池损耗,在恶劣的环境条件下还会引发火灾等事故。准确估计电池参数和状态是电池管理系统中防止电池过充放电的重要依据。本文主要从时间分离尺度和基于改进粒子滤波的参数和状态值在线估计两个方面进行了以下研究:将unscented变换和多重创新技术应用于粒子滤波,优化粒子分布,根据历史信息更新状态值,形成多重创新的unscented粒子滤波,对电池充电状态进行估计;2. 考虑了参数变化对电池充电状态估计的影响。由于参数的缓慢变化特性和状态的快速变化特性,分别从宏观和微观时间尺度上对参数和状态进行联合估计。利用无气味粒子滤波估计的容量变化来表征电池健康状态,最终形成电池SOC和SOH的联合估计;3.用三种不同的工况对算法进行了验证。联合算法能准确地估计出SOC和SOH的实时变化,SOC的平均误差小于0.5%,验证了联合算法的较高精度。
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引用次数: 1
State-of-Charge estimation of ultracapacitor based on H infinity filter considering variable temperature 考虑温度变化的基于H无穷大滤波器的超级电容器荷电状态估计
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-20 DOI: 10.1115/1.4062386
C. Wang, Qiang Zhang, A. Tang, W. Xu
The performance and service life of ultracapacitors are highly dependent on accurate modeling and State-of-Charge (SOC) estimating. To overcome the model parameter errors caused by the various temperatures and different SOC intervals, the H infinity filter (HIF) is employed to estimate the ultracapacitor SOC based on a variable temperature model. For the application of HIF method, the Thevenin model is first developed with small terminal voltage estimation error. Then, the model parameters are optimally identified using the ant colony optimization (ACO) algorithm. Next, a variable temperature model is established to improve the adaptability of the ultracapacitor model, and the HIF is utilized for the ultracapacitor SOC estimation. Finally, to verify the performance of the variable temperature model and the proposed SOC estimation method, a series of experiments are conducted. The analysis results illustrate that the mean absolute error (MAE) of the SOC estimation values based on the variable temperature model is decreased by 39.62% comparing to the one based on the non-variable temperature model. Meanwhile, the proposed state estimation scheme based on the variable temperature model is accurate with estimation values maximum error (ME) and root mean squared error (RMSE) less than 0.80% and 0.60%, respectively. The HIF-based SOC estimation method also shows a good robustness with a short convergence time within 90.00s when the SOC initial error is set to 0.20.
超级电容器的性能和使用寿命高度依赖于精确的建模和荷电状态(SOC)估算。为了克服不同温度和不同荷电状态间隔所带来的模型参数误差,采用恒远滤波器(HIF)对变温模型的超级电容器荷电状态进行估计。针对HIF方法的应用,首先建立了端电压估计误差较小的Thevenin模型。然后,采用蚁群算法对模型参数进行最优辨识。其次,建立变温度模型,提高超级电容模型的自适应性,并利用HIF进行超级电容荷电状态估计。最后,为了验证变温度模型和所提出的SOC估计方法的性能,进行了一系列实验。分析结果表明,基于变温度模型的SOC估计值的平均绝对误差(MAE)比基于非变温度模型的估计值降低了39.62%。同时,基于变温模型的状态估计方案具有较高的估计精度,最大误差(ME)和均方根误差(RMSE)分别小于0.80%和0.60%。当SOC初始误差为0.20时,基于hif的SOC估计方法具有较好的鲁棒性,收敛时间在90.00s以内。
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引用次数: 0
Voltage Mediated Enhances Lithium-Ion Storage in LiTiOPO4 by combustion method 电压介导增强燃烧法在LiTiOPO4中的锂离子存储
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-18 DOI: 10.1115/1.4062343
Xiujuan Gu, Yanjun Cai, Xiang Yao, Hualing Tian, Zhi Su
LiTiOPO4 was prepared by solid-phase combustion method using citric acid as fuel. The LiTiOPO4 materials were characterized by X-ray diffraction test (XRD), scanning electron microscope (SEM) and transmission electron microscope (TEM). The XRD test showed that the synthesized samples were pure phases and the addition of different weight fraction of the combustion agent citric acid did not change the phase structure of the LiTiOPO4. The microscopic observations revealed that the LiTiOPO4 prepared after the addition of citric acid as combustion agent was a sheet-like stacked structure. The electrochemical test results showed that the rate discharge capacity of LiTiOPO4 anode at 5000 mA g−1 maintains 184.7 mAh g−1 in the voltage range of 0.01-3.0 V, and keeps at 147.2 mAh g−1 after 500 cycles. The LiTiOPO4 anode exhibits excellent cycling stability and good reversibility, which is attributed to the high crystallinity of LiTiOPO4 prepared by solid-phase combustion and the lamellar stacked layer structure that facilitates lithium-ion insertion/de-insertion.
以柠檬酸为燃料,采用固相燃烧法制备了LiTiOPO4。通过X射线衍射(XRD)、扫描电子显微镜(SEM)和透射电子显微镜(TEM)对LiTiOPO4材料进行了表征。XRD测试表明,合成的样品为纯相,添加不同重量分数的燃烧剂柠檬酸不会改变LiTiOPO4的相结构。显微镜观察表明,添加柠檬酸作为燃烧剂后制备的LiTiOPO4是片状堆叠结构。电化学测试结果表明,在0.01-3.0V的电压范围内,LiTiOPO4阳极在5000mA g−1下的倍率放电容量保持在184.7mAh g−1,500次循环后保持在147.2mAh g–1。LiTiOPO4阳极表现出优异的循环稳定性和良好的可逆性,这归因于通过固相燃烧制备的LiTiOPO4的高结晶度和便于锂离子插入/脱插入的层状堆叠层结构。
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引用次数: 0
A Comparative Analysis on Thermal Stability of Delithiated Nickel-Rich NCA and NCM in Pouch Cells 脱锂富镍NCA和NCM在袋状细胞中热稳定性的比较分析
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-12 DOI: 10.1115/1.4062318
As two typical nickel-rich layered oxide cathodes, LiNi0.8Co0.15Al0.05O2 (NCA) and LiNi0.8Co0.1Mn0.1O2 (NCM811) are widely applicated in commercial high energy batteries for electric vehicles. However, a comprehensive assessment of their thermal characteristics in full cell is currently lacking. In this paper, we conducted monomer level thermal runaway test on NCA|SiC pouch cell and NCM811|SiC pouch cell through ARC test. The results showed that the {T1, T2, T3} of NCA|SiC pouch cell and NCM811|SiC pouch cell are {113.8 °C, 230.4 °C, 801.4 °C } and {91.3 °C, 202.1 °C, 745 °C}, respectively. Then the thermal stability of NCA and NCM811 was tested by DSC-TG-MS. The results showed that the phase transition temperature of NCA is higher than that of NCM811. However, when NCA and NCM811 were mixed with anode electrode materials or electrolyte, NCA produced significantly more heat than NCM811. By confirming the thermal properties of NCA|SiC pouch cell and NCM811|SiC pouch cell, a deeper understanding on battery thermal runaway was achieved, which is helpful for the design of high-safety lithium-ion batteries in the future.
作为两种典型的富镍层状氧化物阴极,LiNi0.8Co0.15Al0.05O2(NCA)和LiNi0.8Co0.1Mn0.1O2(NCM811)在商用电动汽车高能电池中得到了广泛的应用。然而,目前缺乏对其在全电池中的热特性的全面评估。本文通过ARC测试对NCA|SiC袋状电池和NCM811|SiC袋式电池进行了单体级热失控测试。结果表明,NCA|SiC袋状电池和NCM811|SiC袋式电池的{T1、T2、T3}分别为{113.8°C、230.4°C、801.4°C}和{91.3°C、202.1°C、745°C}。然后用DSC-TG-MS测试了NCA和NCM811的热稳定性。结果表明,NCA的相变温度高于NCM811。然而,当NCA和NCM811与阳极电极材料或电解质混合时,NCA产生的热量明显多于NCM811。通过确认NCA|SiC袋状电池和NCM811|SiC袋式电池的热性能,对电池热失控有了更深入的了解,这有助于未来高安全性锂离子电池的设计。
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引用次数: 1
State of charge and state of health estimation of lithium-ion battery packs with inconsistent internal parameters using dual extended Kalman filter 基于双扩展卡尔曼滤波的内部参数不一致锂离子电池组充电状态和健康状态估计
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-12 DOI: 10.1115/1.4062319
The internal battery parameters of the lithium-ion battery (LIB) energy storage system may be inconsistent due to different aging degrees during the operation, and the thermal effect can also threaten the safety of the system. In this paper, based on the second-order resistor-capacitor (2-RC) equivalent circuit model (ECM) and the dual extended Kalman filter (DEKF) algorithm, an electrical simulation model of a LIB pack with inconsistent parameters considering the thermal effect is established, in which state of charge (SOC) and state of health (SOH) are estimated using DEKF while the temperature is calculated by a thermal module. The simulation results show that the DEKF algorithm has a good effect on battery state and parameter estimation, with the root mean square error (RMSE) of voltage is lower than 0.01 V and SOC mean average error (MAE) is below 1.50 % while SOH error is 3.37 %. In addition, the thermal module can provide an accurate estimation on the inconsistent temperature rise of the battery pack, and the MAE between the model-calculated temperature and the experiment is no more than 6.60 %. This paper provides the basic data for the scale-up of the electrothermal co-simulation model of the LIB energy storage system.
锂离子电池(LIB)储能系统在运行过程中,由于老化程度不同,可能会导致电池内部参数不一致,热效应也会威胁到系统的安全。基于二阶电阻-电容(2-RC)等效电路模型(ECM)和双扩展卡尔曼滤波(DEKF)算法,建立了考虑热效应的参数不一致的LIB电池组电学仿真模型,其中使用DEKF估计充电状态(SOC)和健康状态(SOH),通过热模块计算温度。仿真结果表明,DEKF算法对电池状态和参数估计具有良好的效果,电压的均方根误差(RMSE)小于0.01 V, SOC的平均误差(MAE)小于1.50%,SOH误差为3.37%。此外,热模块可以对电池组温升不一致的情况进行准确估计,模型计算温度与实验温度的MAE不超过6.60%。本文为LIB储能系统电热联合仿真模型的放大提供了基础数据。
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引用次数: 0
Comprehensive Performance Evaluation Strategy for Power Battery System based on Dynamic Weight 基于动态权重的动力电池系统综合性能评价策略
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-04-11 DOI: 10.1115/1.4062287
You Xu, Hongxian Liu, Zhenxing Zheng, Jingxiang Yao, Kaiqing Zhou, Jiehao Li
New energy vehicles are the effective solution to solve the situation of carbon neutrality with carbon peaking in China. The power battery system is the key component of new energy vehicles, and its performance is directly related to the safety and cruising range. Since the performance of the battery system is affected by factors such as electrical contact stability, voltage and current characteristics, and its own temperature, its full life cycle performance cannot be comprehensively evaluated, resulting in the inefficient prediction and protective measures. In this paper, the electrical contact stability evaluation index is proposed by studying the relationship between the electrical contact stability and the fluctuation characteristics of the reversed equilibrium potential. The parameters including electrical contact stability, polynomial-based status of charge (SoC), the status of health (SoH), the status of consistency, as well as battery system temperature constituted the performance matrix of the battery system. A comprehensive performance evaluation method of power battery system based on dynamic weight is designed with normalized classification. Finally, the cyclic charge-discharge test experiment under the vibration status were carried out to verify the effectiveness of the method. The result showed that the method can characterize various functions and provide an intuitive and detailed evaluation for the safety prediction of battery system.
新能源汽车是解决中国碳中和和碳调峰局面的有效途径。动力电池系统是新能源汽车的关键部件,其性能直接关系到汽车的安全性和续航里程。由于电池系统的性能受电接触稳定性、电压电流特性、自身温度等因素的影响,无法对其全生命周期性能进行综合评价,导致预测和保护措施效率低下。本文通过研究电接触稳定性与反平衡电位波动特性之间的关系,提出了电接触稳定性评价指标。电接触稳定性、基于多项式的充电状态(SoC)、健康状态(SoH)、一致性状态以及电池系统温度等参数构成了电池系统的性能矩阵。设计了一种基于归一化分类的动力电池系统动态权重综合性能评价方法。最后进行了振动状态下的循环充放电试验,验证了该方法的有效性。结果表明,该方法可以表征各种功能,为电池系统的安全预测提供直观、详细的评价。
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引用次数: 0
CHROMIUM POISONING MITIGATION STRATEGY IN STRONTIUM DOPED LANTHANUM MANGANITE BASED AIR ELECTRODES IN SOLID OXIDE FUEL CELLS 固体氧化物燃料电池中锶掺杂锰酸镧基空气电极的铬中毒缓解策略
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-03-24 DOI: 10.1115/1.4062192
M. Sugimoto, Zhikuan Zhu, Srikanth Gopalan, S. Basu, U. Pal
Chromium poisoning of the air electrode remains an obstacle to the long-term performance of solid oxide fuel cells (SOFCs). In Sr-doped LaMnO3 (LSM) air electrodes, the poisoning process results in two types of deposits, chromium oxide (Cr2O3), and Mn, Cr spinel (MnCr2O4). The former forms electrochemically and the latter forms via a chemical reaction. By applying a small anodic reverse bias, Cr2O3 deposits can be removed because their formation is electrochemical in nature. However, MnCr2O4 deposits remain because their formation is chemical, rather than electrochemical, in nature. In-situ chemical decomposition of the Mn, Cr spinel was investigated as an alternate removal method as thermodynamics supports its decomposition into constituent oxides below ~540°C in pure oxygen. The spinel decomposition process was characterized using TGA and XRD analyses. The experimentally determined rate of spinel decomposition was undetectable (very slow) with isolated MnCr2O4 powders. The addition of 10 mole% gadolinia doped ceria (GDC) and silver powders significantly increased the rate of decomposition. However, the rate is limited by the diffusion of oxygen through the decomposed oxide layer. Although one strategy may be the addition of GDC and silver to the LSM air electrode to enhance spinel decomposition, the more effective mitigation strategy would be to prevent the formation of MnCr2O4 spinel in the first place through the removal of the reactants: Cr2O3 via electrochemical cleaning and mobile Mn ions in the zirconia electrolyte by incorporating a diffusion barrier layer such as GDC between the air electrode and electrolyte.
空气电极铬中毒是影响固体氧化物燃料电池(sofc)长期性能的一大障碍。在sr掺杂LaMnO3 (LSM)空气电极中,中毒过程产生两种类型的沉积物:氧化铬(Cr2O3)和Mn, Cr尖晶石(MnCr2O4)。前者通过电化学形成,后者通过化学反应形成。通过施加一个小的阳极反向偏压,可以去除Cr2O3沉积物,因为它们的形成本质上是电化学的。然而,MnCr2O4沉积物仍然存在,因为它们的形成是化学的,而不是电化学的。研究了原位化学分解Mn, Cr尖晶石作为一种替代的去除方法,因为热力学支持其在纯氧中分解成组分氧化物,温度低于~540℃。采用TGA和XRD分析对尖晶石的分解过程进行了表征。实验测定的尖晶石分解速率在分离的MnCr2O4粉末中无法检测到(非常缓慢)。添加10摩尔%钆掺杂二氧化铈(GDC)和银粉显著提高了分解速率。然而,速率受到氧气通过分解的氧化层扩散的限制。虽然一种策略可能是在LSM空气电极中添加GDC和银来促进尖晶石的分解,但更有效的缓解策略是首先通过电化学清洗去除Cr2O3和氧化锆电解质中移动的Mn离子来防止MnCr2O4尖晶石的形成,方法是在空气电极和电解质之间加入GDC等扩散阻挡层。
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引用次数: 0
Special Section on 2D Materials for Electrochemical Energy Storage and Conversion 电化学能量存储和转换的二维材料专区
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-03-21 DOI: 10.1115/1.4062186
Leela Mohana Reddy Arava, D. Datta, W. Chiu
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引用次数: 0
Exhaust gas composition of lignin reactions in molten carbonate salt of Direct Carbon Fuel Cell (DCFC) using Factsage 利用Factsage分析直接碳燃料电池(DCFC)熔融碳酸盐中木质素反应的废气组成
IF 2.5 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2023-03-20 DOI: 10.1115/1.4062162
U. L. Compaore, O. Savadogo, K. Oishi
The most studied Molten Carbonate-Direct Carbon Fuel Cel (MC-LFC) or Molten Carbonate Direct Carbon Fuel Cell (MC-DCFC) prototypes are those which are fed by fossil fuel. Substituting these fossilized fuels in the MC-DCFC operation with lignin, which is a bio-based carbon, may make this system more efficient, clean, and sustainable. The manipulation module (Mixture) and the computational module (Equilib) of the Factsage package were used to simulate two systems that can represent the anodic compartment of a direct carbon fuel cell based on MC-DCFC. The first system includes lignin and a mixture of molten carbonate (Li2CO3-Na2CO3-Cs2CO3). The second system uses the same first electrolyte system but with the addition of CO2 gas. The results show the formation of mixed gases in the anodic compartment which are composed of H2, CO, CO2, CH4 and H2O. The relative concentration of each of the species of this mixed gas has an impact on the efficiency of the MC-DCFC. How the relative concentration of these gases in this electrolyte can impact the performance parameters of the MC-DCFC is systematically analysed. If the operating conditions of the fuel cell are optimized to get a gas composition of mainly of CO2 with low amounts of H2, CO, CH4, H2O in the anode compartment of the MC-DCFC, This will help to improve the conversion efficiency of lignin fuel in the MC-DCFC.
研究最多的熔融碳酸盐直接碳燃料电池(MC-LFC)或熔融碳酸盐直接炭燃料电池(MC-DCFC)原型是由化石燃料提供燃料的原型。在MC-DCFC操作中,用木质素(一种生物基碳)取代这些石化燃料,可能会使该系统更加高效、清洁和可持续。Factsage软件包的操作模块(Mixe)和计算模块(Equilib)用于模拟两个系统,这两个系统可以代表基于MC-DCFC的直接碳燃料电池的阳极室。第一系统包括木质素和熔融碳酸盐(Li2CO3-Na2CO3-Cs2CO3)的混合物。第二系统使用相同的第一电解质系统,但是添加了CO2气体。结果表明,在阳极室中形成了由H2、CO、CO2、CH4和H2O组成的混合气体。这种混合气体的每种物质的相对浓度对MC-DCFC的效率有影响。系统分析了这些气体在该电解质中的相对浓度如何影响MC-DCFC的性能参数。如果优化燃料电池的操作条件,在MC-DCFC的阳极室中获得主要由CO2和少量H2、CO、CH4、H2O组成的气体成分,这将有助于提高MC-DCFC中木质素燃料的转化效率。
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引用次数: 0
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Journal of Electrochemical Energy Conversion and Storage
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