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Phosphoric Acid Electrolyte Uptake and Retention Analysis on UiO‐66‐NH2 Polybenzimidazole Nanocomposite Membranes UiO-66-NH2 聚苯并咪唑纳米复合膜对磷酸电解质的吸收和截留分析
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-06-26 DOI: 10.1002/fuce.202400045
Bo Wu, Hui Leng Choo, Wei Keat Ng, Ming Meng Pang, Li Wan Yoon, Wai Yin Wong
High‐temperature proton exchange membrane fuel cells (HT‐PEMFCs) have a major advantage over low‐temperature fuel cells due to their better tolerance to higher carbon monoxide content in the hydrogen feed, simpler fuel processing, and better heat management. However, a key challenge in the development of HT‐PEMFCs is the potential for acid leaching from phosphoric acid‐doped polybenzimidazole membranes, which can reduce overall fuel cell performance. This study investigates the effect of post‐synthetic modification of the UiO‐66‐NH2 metal–organic framework (MOF) on the acid electrolyte uptake and retention of MOF/poly(4,4ʹ‐diphenylether‐5,5ʹ‐bibenzimidazole) (OPBI) nanocomposite membranes. Thermogravimetric analysis (TGA) was used to correlate the membrane properties with acid uptake. This work revealed that the presence of MOF with functional groups that can form hydrogen bonds with phosphoric acid molecules was able to alleviate the acid retention in the OPBI membrane with lower acid uptake. TGA demonstrated that the lower bound moisture content in the nanocomposite membranes was correlated to the lower acid uptake. In addition, the thermal stability of the nanocomposite membranes was found to improve.
高温质子交换膜燃料电池(HT-PEMFCs)与低温燃料电池相比具有很大的优势,因为它们能更好地耐受氢原料中较高的一氧化碳含量、更简单的燃料处理和更好的热管理。然而,开发 HT-PEMFCs 的一个主要挑战是掺磷酸的聚苯并咪唑膜可能出现酸浸出,这会降低燃料电池的整体性能。本研究探讨了 UiO-66-NH2 金属有机框架 (MOF) 后合成修饰对 MOF/ 聚(4,4ʹ-二苯醚-5,5ʹ-联苯并咪唑)(OPBI)纳米复合膜的酸电解质吸收和保留的影响。热重分析(TGA)用于将膜特性与酸吸收相关联。研究结果表明,含有能与磷酸分子形成氢键的官能团的 MOF 能够减轻 OPBI 膜的酸滞留,降低酸吸收。热重分析表明,纳米复合膜中较低的结合水分含量与较低的酸吸收率有关。此外,纳米复合膜的热稳定性也有所提高。
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引用次数: 0
Impact of electrode arrangement and electrical connections on the power generation of ceramic membrane microbial fuel cell 电极排列和电气连接对陶瓷膜微生物燃料电池发电量的影响
IF 2.6 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-05-25 DOI: 10.1002/fuce.202300241
Fernando A. Rojas, Carlos Hernández-Benitez, Víctor Ramírez, Ioannis Ieropoulous, Luis A. Godínez, Irma Robles, David B. Meza, Francisco J Rodríguez-Valadez

Some of the most popular technologies for wastewater sanitation, still face serious limitations related to high energy consumption requirements. In this context, microbial fuel cells (MFCs) constitute a promising approach since they do not require aeration and produce electricity at the same time. Limitations for these devices, however, are related to the cost of the constituents and the functionality of the arrangement. In this work, a semi-cylindrical ceramic MFC was designed and constructed using a low-cost commercial ceramic handcraft as a membrane, carbon felt, carbon cloth, and carbon cloth/activated carbon in different arrangements for the anode and cathode components. The best results were obtained using carbon felt as an anode and a cathodic zone built with carbon felt in which void regions were filled with activated carbon. This arrangement produced 85 mWm−2 for each cell. Evaluating the performance of the MFC in a modular system with eight cells using a different number of separations inside the module and different electrical connections, resulting in a 4-compartment module that produced 90 mWm−2 with one single module and 95 mWm−2 with a serial arrangement of two modules.

一些最流行的废水卫生技术仍然面临着与高能耗要求有关的严重局限性。在这种情况下,微生物燃料电池(MFCs)是一种很有前途的方法,因为它们不需要通气,同时还能发电。然而,这些设备的局限性与成分的成本和布置的功能有关。在这项工作中,我们设计并建造了一种半圆柱形陶瓷 MFC,使用低成本的商用陶瓷手工艺品作为膜,碳毡、碳布和碳布/活性炭以不同的排列方式作为阳极和阴极组件。使用碳毡作为阳极,用碳毡建造阴极区,在阴极区的空隙区域填充活性炭,取得了最佳效果。这种布置使每个电池产生 85 mWm-2。使用模块内部不同数量的分隔物和不同的电气连接,在一个有八个电池的模块系统中评估 MFC 的性能,结果是一个 4 格模块在使用单个模块时产生 90 mWm-2,在使用两个模块的串行排列时产生 95 mWm-2。
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引用次数: 0
Establishing a new efficiency descriptor for methanol oxidation reaction and its validation with commercially available Pt-based catalysts 建立甲醇氧化反应的新效率描述因子,并用市售铂基催化剂进行验证
IF 2.6 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-05-19 DOI: 10.1002/fuce.202300199
Pooja S. Deshpande, Thulasi Radhakrishnan, Bhagavatula L. V. Prasad

Direct methanol fuel cells (DMFCs) have received a lot of attention in recent years as promising technology for generating clean and efficient energy. In DMFC, the anode catalyst is a vital component because it is involved in the oxidation of methanol, which produces electrons that can be used as an energy source. Cyclic voltammetry (CV) is commonly used to test the characteristics of the electrode materials before they are employed in the actual fuel cell. Interestingly in the case of DMFCs CV also is a useful technique to obtain vital information about the performance and expected efficiency of the electrodes. In general, the CV of methanol electrooxidation for Pt-based catalysts has two peaks, If in the forward scan (anodic scan) and Ib in the backward scan (cathodic scan). The ratio of these two peaks (If/Ib) is the most commonly used criterion for investigating CO poisoning in catalysts. However, there is a great deal of ambiguity surrounding this criterion, owing to the genesis of Ib. Addressing this we present here a new criterion to evaluate the efficiency of the catalyst using the same CV technique. We validate this newly proposed criterion with commercial Pt/C (comm. Pt/C) and other commercially available alloy catalysts.

近年来,直接甲醇燃料电池(DMFC)作为产生清洁高效能源的前景广阔的技术受到了广泛关注。在 DMFC 中,阳极催化剂是一个重要的组成部分,因为它参与甲醇的氧化,产生可用作能源的电子。循环伏安法(CV)通常用于测试电极材料的特性,然后再将其用于实际的燃料电池中。有趣的是,就 DMFC 而言,循环伏安法也是一种有用的技术,可用于获取有关电极性能和预期效率的重要信息。一般来说,铂基催化剂的甲醇电氧化 CV 有两个峰值,即正向扫描(阳极扫描)中的 If 峰和反向扫描(阴极扫描)中的 Ib 峰。这两个峰值的比率(If/Ib)是研究催化剂中 CO 中毒最常用的标准。然而,由于 Ib 的成因,围绕这一标准存在很多模糊之处。针对这一问题,我们在此提出一种新的标准,利用相同的 CV 技术来评估催化剂的效率。我们用商用 Pt/C(普通 Pt/C)和其他商用合金催化剂验证了这一新提出的标准。
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引用次数: 0
Construction of Z‐scheme 1T/2H‐MoS2/CdS for improving photocatalytic degradation of antibiotic residues 构建 Z 型 1T/2H-MoS2/CdS 以提高抗生素残留物的光催化降解能力
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-05-11 DOI: 10.1002/fuce.202400040
Y. R. Liu, J. H. Wu, X. Z. Wang, C. Y. Li, Y. X. Cai, H. H. Xing, S. S. Xia, J. Q. Zhao, W. Zhao, Z. Chen
1T/2H‐MoS2/CdS composite was effectively prepared by a two‐step hydrothermal method, which greatly improved the photocatalytic degradation efficiency of tetracycline hydrochloride and photocatalytic cycle stability compared with pristine 1T/2H‐MoS2. The highest photodegradation efficiency of 70.8% is achieved when the molar ratio of 1T/2H‐MoS2 to cadmium sulfide is 1:4. The capture experiment indicates that hydroxyl radical (⋅OH) and superoxide radical (⋅O2) play a role in the photocatalytic degradation process. A Z‐type heterojunction may be formed on the 1T/2H‐MoS2/CdS composite based on a series of analyses, which improves the photocatalytic performance effectively via expanding the range of light response and promoting the separation of photogenerated electrons and holes. This work provides an alternative to constructing novel Z‐scheme photocatalysts with high performance in the absence of noble metals.
通过两步水热法有效制备了1T/2H-MoS2/CdS复合材料,与原始1T/2H-MoS2相比,大大提高了盐酸四环素的光催化降解效率和光催化循环稳定性。当 1T/2H-MoS2 与硫化镉的摩尔比为 1:4 时,光降解效率最高,达到 70.8%。捕获实验表明,羟基自由基(⋅OH)和超氧自由基(⋅O2-)在光催化降解过程中发挥了作用。根据一系列分析,1T/2H-MoS2/CdS 复合材料上可形成 Z 型异质结,通过扩大光响应范围和促进光生电子和空穴的分离,有效提高光催化性能。这项工作为在不使用贵金属的情况下构建具有高性能的新型 Z 型光催化剂提供了一种选择。
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引用次数: 0
Pd/TiO2 decorated carbon fibers as an efficient anode catalyst for methanol electro-oxidation 作为甲醇电氧化高效阳极催化剂的 Pd/TiO2 装饰碳纤维
IF 2.6 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-05-11 DOI: 10.1002/fuce.202300113
Lei Yin, Chenxing Wang, Yusong Liu, Xiaolei Su, Yanyan Song, Yi Liu

In this study, Pd/TiO2 decorated carbon nanofibers (Pd/TiO2@CNFs) and Pd@CNFs were prepared by the impregnation method for application in direct methanol fuel cells (DMFCs). Pd and TiO2 particles were supported on the surface of carbon fibers. Noticeably, When the mass fraction of PdCl2 added is 4%, the Pd@CNFs catalyst (Pd-4@CNFs) showed higher electrocatalytic activity and stability, which were about 28.4 and 13.2 times higher than those of commercial Pd/C catalyst, respectively. On the basis of Pd-4@CNFs catalyst, TiO2 with a mass fraction of 10% was added to produce Pd/TiO2@CNFs catalyst (Pd-4/TiO2-10@CNFs). The electrocatalytic activity of Pd-4/TiO2-10@CNFs increased to 3,850.4 A·g−1, which was 31.9 times higher than that of commercial Pd/C catalysts. These results demonstrated that the novel Pd/TiO2@CNFs catalyst is expected to be an efficient and durable catalyst for DMFC.

本研究采用浸渍法制备了 Pd/TiO2 装饰碳纳米纤维(Pd/TiO2@CNFs)和 Pd@CNFs,并将其应用于直接甲醇燃料电池(DMFCs)。Pd 和 TiO2 颗粒被支撑在碳纤维表面。值得注意的是,当 PdCl2 的质量分数为 4% 时,Pd@CNFs 催化剂(Pd-4@CNFs)表现出更高的电催化活性和稳定性,分别是商用 Pd/C 催化剂的 28.4 倍和 13.2 倍。在 Pd-4@CNFs 催化剂的基础上,加入质量分数为 10%的 TiO2,制得 Pd/TiO2@CNFs 催化剂(Pd-4/TiO2-10@CNFs)。Pd-4/TiO2-10@CNFs 的电催化活性提高到 3,850.4 A-g-1,是商用 Pd/C 催化剂的 31.9 倍。这些结果表明,新型 Pd/TiO2@CNFs 催化剂有望成为 DMFC 高效、持久的催化剂。
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引用次数: 0
Corrosion behavior and surface structure analysis of pure aluminum immersed in fluoride-sulfate solutions simulating polymer electrolyte membrane fuel cell-produced water 浸入模拟聚合物电解质膜燃料电池产水的氟化物-硫酸盐溶液中的纯铝的腐蚀行为和表面结构分析
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-04-14 DOI: 10.1002/fuce.202300015
Md. Ashraful Alam, Aklima Jahan, Eiichi Suzuki, Hitoshi Yashiro

Bipolar plates are the key component in polymer electrolyte membrane fuel cells (PEMFCs), which ensure the low cost of the fuel cell stack and furnish some of the important applications such as distributing the reactant gases, conducting the electrons, and removing the waste heat in PEMFCs. Thus, metallic bipolar plates (BPs), such as aluminum (Al), have attracted immense consideration and afford better performance in different machine-driven applications and mass manufacturing opportunities. In order to increase the corrosion resistance of Al BPs, several methods are used and conducted by scientists. The corrosion behavior and surface structure analysis of pure Al were studied through the immersion process in fluoride-sulfate solutions, assuming its use as BPs in PEMFC-produced water. The open cell voltage, interfacial contact resistance, and polarization tests and the fuel cell operations were performed to evaluate cell voltage, current density, corrosion resistance, and the effect of fluoride and sulfate ions on the BPs in PEMFC. The hydrophobicity character of the surface of Al BPs was observed by the measurement of the wettability test. The atomic force microscopy images were taken to study the surface roughness, which was correlated with the corrosion rates of Al BPs. In addition, the amount of corrosion was calculated after 24–120 h of immersion in fluoride-sulfate solutions. The scanning electron microscopy, transmission electron microscopy, and energy-dispersive X-ray spectroscopy data were analyzed to investigate the surface structure, morphology, and elemental analyses. Thus, the results found in this study revealed that Al-based materials can be suitable for BPs in PEMFCs. Furthermore, it is noticed that the amount of corrosion was influenced by the presence of even a very small amount of fluoride ions present in the PEMFC environment, while it was suppressed efficiently by sulfate ions.

双极板是聚合物电解质膜燃料电池(PEMFC)中的关键部件,可确保燃料电池堆的低成本,并提供一些重要的应用,如在 PEMFC 中分配反应气体、传导电子和去除废热。因此,铝(Al)等金属双极板(BP)引起了广泛的关注,并在不同的机器驱动应用和大规模制造中提供了更好的性能。为了提高铝双极板的耐腐蚀性,科学家们采用了多种方法。假设纯铝用作 PEMFC 生产水中的 BPs,通过在氟化物-硫酸盐溶液中的浸泡过程,研究了纯铝的腐蚀行为和表面结构分析。为了评估 PEMFC 中电池电压、电流密度、耐腐蚀性以及氟离子和硫酸根离子对 BPs 的影响,进行了开电池电压、界面接触电阻和极化测试以及燃料电池操作。通过润湿性测试,观察了 Al BPs 表面的疏水性。通过原子力显微镜图像研究了表面粗糙度,该粗糙度与 Al BPs 的腐蚀速率相关。此外,还计算了在氟化物-硫酸盐溶液中浸泡 24-120 小时后的腐蚀量。通过分析扫描电子显微镜、透射电子显微镜和能量色散 X 射线光谱数据,研究了表面结构、形态和元素分析。因此,本研究的结果表明,铝基材料适用于 PEMFC 中的 BP。此外,研究还发现,即使 PEMFC 环境中存在极少量的氟离子,腐蚀量也会受到影响,而硫酸根离子则能有效抑制腐蚀。
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引用次数: 0
Investigation of pinhole defects in gas diffusion layers for the quality control of proton exchange membrane fuel cells 质子交换膜燃料电池质量控制中气体扩散层针孔缺陷的研究
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-04-10 DOI: 10.1002/fuce.202300224
Xiao-Zi Yuan, Elton Gu, Nana Zhao, Jonas Stoll, Zhiqing Shi, Francois Girard

The gas diffusion layer (GDL), one of the essential components of the membrane electrode assembly (MEA), plays an important role in the performance of proton exchange membrane fuel cells. With respect to this essential component and its specifications, this work intends to examine the impact of GDL defects and their effects on cell performance for component quality control. To understand how GDL defect affects its performance and to what level the defect takes effect, ex situ characterization and in situ fuel cell testing are conducted by comparing pristine and defective GDLs. While ex situ GDL properties incorporate measurements of thickness, conductivity, and permeability under compression, in situ investigation mainly involves polarization curve and electrochemical impedance spectroscopy. Among different types of GDL defects, pinholes are targeted in this work. As such, the evaluation focuses on assessing the effects of varying numbers and sizes of pinhole defects under different relative humidities (RHs). Using the state-of-the-art GDLs, an improved cell performance is observed with defective GDLs (evenly distributed 40 pinholes with a diameter of 0.58 mm) under 100% RH. Results also show that the effect of pinhole defects is sensitive to RH, as well as operating current densities.

气体扩散层(GDL)是膜电极组件(MEA)的重要组成部分之一,对质子交换膜燃料电池的性能起着重要作用。针对这一重要组件及其规格,这项工作旨在研究 GDL 缺陷及其对电池性能的影响,以进行组件质量控制。为了了解 GDL 缺陷如何影响其性能以及缺陷的影响程度,我们通过比较原始 GDL 和缺陷 GDL 进行了原位表征和原位燃料电池测试。GDL 的原位特性包括厚度、电导率和压缩下的渗透性测量,而原位调查主要涉及极化曲线和电化学阻抗光谱。在不同类型的 GDL 缺陷中,针孔是这项工作的目标。因此,评估的重点是在不同的相对湿度(RH)下评估不同数量和大小的针孔缺陷的影响。使用最先进的 GDL,观察到在 100% 相对湿度下,有缺陷的 GDL(均匀分布 40 个直径为 0.58 毫米的针孔)的电池性能有所改善。结果还表明,针孔缺陷的影响对相对湿度和工作电流密度很敏感。
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引用次数: 0
Chemical compatibility of solid oxide fuel cell air electrode Pr4Ni3O10±δ with commercial electrolytes 固体氧化物燃料电池空气电极 Pr4Ni3O10±δ 与商用电解质的化学相容性
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-04-05 DOI: 10.1002/fuce.202300176
V. E. Tagarelli, J. Vega-Castillo, A. Montenegro-Hernández

The chemical reactivity between Pr4Ni3O10±δ (3-PNO) electrodes and Y0.08Zr0.92O1.96 (YSZ), Ce0.9Gd0.1O1.95 (GDC), and La0.9Sr0.1Ga0.8Mg0.2O2.85 (LSGM) electrolytes was analyzed by electrochemical impedance spectroscopy and X-ray diffraction. 3-PNO powders were synthesized by two different chemical routes, one of them uses hexamethylenetetramine (HMTA) as a complexing agent (route A) while the other citrates (route B). The samples observed by scanning electron microscopy presented different microstructures; route A powders present small submicronic grains with an open microstructure while route B powders are formed by larger well-connected grains. The polarization resistance (RP) values for 3-PNO/YSZ cells are one order of magnitude higher than those of 3-PNO/GDC and 3-PNO/LSGM cells. The RP for both cells 3-PNO/GDC and 3-PNO/LSGM and its evolution in time suggest that chemical reactivity takes place during the adhesion treatment and electrochemical measurements. The microstructure plays a crucial role in RP and the degradation rate; 3-PNO obtained by route A (3-PNO-HMTA) exhibits the best electrochemical performance since these powders present a well-loose morphology and a large exposed area. However, this fact makes them active chemically, so the increase of RP with time is slower for 3-PNO electrodes prepared by route B (3-PNO-Cit), since the rate of chemical reactivity with the electrolyte is slower.

电化学阻抗谱和 X 射线衍射分析了 Pr4Ni3O10±δ (3-PNO) 电极与 Y0.08Zr0.92O1.96 (YSZ)、Ce0.9Gd0.1O1.95 (GDC) 和 La0.9Sr0.1Ga0.8Mg0.2O2.85 (LSGM) 电解质之间的化学反应性。3-PNO 粉末是通过两种不同的化学方法合成的,其中一种方法使用六亚甲基四胺(HMTA)作为络合剂(方法 A),另一种方法使用柠檬酸盐(方法 B)。扫描电子显微镜观察到的样品呈现出不同的微观结构:A 路线的粉末呈现出具有开放微观结构的小亚微粒,而 B 路线的粉末则由较大的连接良好的晶粒形成。3-PNO/YSZ 电池的极化电阻 (RP) 值比 3-PNO/GDC 和 3-PNO/LSGM 电池高一个数量级。3-PNO/GDC 和 3-PNO/LSGM 电池的极化电阻值及其随时间的变化表明,在粘附处理和电化学测量过程中发生了化学反应。微观结构对 RP 和降解率起着至关重要的作用;通过路线 A 获得的 3-PNO(3-PNO-HMTA)表现出最佳的电化学性能,因为这些粉末具有良好的松散形态和较大的暴露面积。然而,这一事实使它们的化学性质变得活跃,因此通过 B 路制备的 3-PNO 电极(3-PNO-Cit)的 RP 随时间的增长速度较慢,因为它们与电解质的化学反应速度较慢。
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引用次数: 0
About drying phenomena of fuel cell and electrolyzer CCM inks: Selectivity of the evaporation of 1-propanol/water mixtures 燃料电池和电解槽 CCM 油墨的干燥现象:蒸发 1-丙醇/水混合物的选择性
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-03-29 DOI: 10.1002/fuce.202300252
Philipp Quarz, Nadine Zimmerer, Philip Scharfer, Wilhelm Schabel

In the production of catalyst-coated membranes (CCMs) for proton-exchange membrane fuel cells and electrolyzers, the ink formulation and its processing are key factors in determining the resulting catalyst layer. Catalyst inks often contain a multicomponent solvent mixture. Selective drying, which can occur with solvent mixtures, changes the composition in the solidifying film and thus influences the microstructure of the layer that forms. The selectivity depends on the material-specific thermodynamics of the solvents and the process-related drying parameters. Different 1-propanol/water mixtures serve as the state of the art material system considered and commonly used for CCM inks. Typical solvent mixtures can be dried selectively or non-selectively, depending on the initial ink composition and humidity of the drying air. In mixtures that contain more 1-propanol than the azeotropic or arheotropic composition, the 1-propanol content accumulates in the remaining liquid; if there is less, it decreases. Increasing the preloading of the drying air with water leads to a relative water enrichment and shifts the tipping point to higher initial alcohol fractions. This behavior can be transferred to the real CCM production.

在生产用于质子交换膜燃料电池和电解槽的催化剂涂层膜 (CCM) 时,油墨配方及其加工过程是决定催化剂层效果的关键因素。催化剂油墨通常含有多组分溶剂混合物。溶剂混合物可能发生选择性干燥,改变凝固膜中的成分,从而影响形成层的微观结构。选择性取决于溶剂的特定材料热力学和与工艺相关的干燥参数。不同的 1-丙醇/水混合物是 CCM 油墨考虑和常用的最先进材料系统。典型的溶剂混合物可以选择性或非选择性地干燥,这取决于初始油墨成分和干燥空气的湿度。在 1-propanol 含量高于共沸或等沸成分的混合物中,剩余液体中的 1-propanol 含量会累积;如果 1-propanol 含量较少,则会减少。增加干燥空气中的水预载量会导致水的相对富集,并将临界点转移到更高的初始酒精分数上。这种行为可以应用到实际的 CCM 生产中。
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引用次数: 0
Effect of freeze–thaw cycles on membrane electrode assembly of proton exchange membrane fuel cells and its fault diagnosis method 冻融循环对质子交换膜燃料电池膜电极组件的影响及其故障诊断方法
IF 2.8 4区 工程技术 Q3 ELECTROCHEMISTRY Pub Date : 2024-03-19 DOI: 10.1002/fuce.202300134
Ruixuan Zhang, Tao Chen, Rufeng Zhang, Zhongyu Gan

In low-temperature environment, the residual water in the membrane electrode assembly (MEA) will freeze after the operation of proton exchange membrane fuel cells, which will cause damage to the MEA. In this paper, the effect of freeze–thaw cycles on MEA was studied. Six sets of MEA samples with 0, 20, 40, 60, 80, and 100 times freeze–thaw cycles were set up, and the damage on MEAs is analyzed by polarization curves, electrochemical impedance spectra, cyclic voltammetry curves, and scanning electron microscope. It was found that the freeze–thaw cycles caused degradation on MEA, and the ohmic resistance of MEA increases with the number of cycles increases before the 60 freeze–thaw cycles, and after 60 freeze–thaw cycles, a gap appeared between the proton exchange membrane (PEM) and the catalyst layer, which led to more water entering the PEM and the ohmic resistance of MEA decreased. Besides, according to the data analysis, the experimental samples are divided into three categories (normal MEA, lightly damaged MEA, and seriously damaged MEA). A classifier model combining inception network and light gradient boosting machine (LGBM) was established, and it was found that the combined model was better than inception–dense and LGBM for classification, reaching 96.89%.

在低温环境下,质子交换膜燃料电池运行后,膜电极组件(MEA)中的残余水会结冰,从而对 MEA 造成损坏。本文研究了冻融循环对 MEA 的影响。分别设置了 0、20、40、60、80 和 100 次冻融循环的六组 MEA 样品,并通过极化曲线、电化学阻抗谱、循环伏安曲线和扫描电子显微镜分析了 MEA 的损伤情况。结果发现,冻融循环会导致 MEA 退化,在 60 次冻融循环之前,MEA 的欧姆电阻会随着循环次数的增加而增大,而在 60 次冻融循环之后,质子交换膜(PEM)与催化剂层之间会出现间隙,导致更多的水进入 PEM,MEA 的欧姆电阻会减小。此外,根据数据分析,实验样品被分为三类(正常 MEA、轻度损坏 MEA 和严重损坏 MEA)。建立了一个结合了阈值网络和光梯度提升机(LGBM)的分类器模型,发现该组合模型的分类效果优于阈值密集型和 LGBM,达到了 96.89%。
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引用次数: 0
期刊
Fuel Cells
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