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Comparative review of corrosion-resistant coatings on metal bipolar plates of proton exchange membrane fuel cells
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作者 Jiaming Liu Qian Hu +3 位作者 Sandrick Sabola Yue Zhang Biao Du Xianzong Wang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2024年第12期2627-2644,共18页
In the realm of proton exchange membrane fuel cells(PEMFCs),the bipolar plates(BPs)are indispensable and serve pivotal roles in distributing reactant gases,collecting current,facilitating product water removal,and coo... In the realm of proton exchange membrane fuel cells(PEMFCs),the bipolar plates(BPs)are indispensable and serve pivotal roles in distributing reactant gases,collecting current,facilitating product water removal,and cooling the stack.Metal BPs,characterized by outstanding manufacturability,cost-effectiveness,higher power density,and mechanical strength,are emerging as viable alternatives to traditional graphite BPs.The foremost challenge for metal BPs lies in enhancing their corrosion resistance and conductivity under acidic conditions,necessitating the application of various coatings on their surfaces to ensure superior performance.This review summarizes and compares recent advancements in the research of eight distinct types of coatings for BPs in PEMFCs,including noble metal,carbide,ni-tride,and amorphous carbon(a-C)/metal compound composite coatings.The various challenges encountered in the manufacturing and fu-ture application of these coatings are also delineated. 展开更多
关键词 proton exchange membrane fuel cells metallic bipolar plate COATINGS corrosion resistance interfacial contact resistance
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Residual Stresses and Forming Quality of Metal Bipolar Plates for PEMFC During the Stamping Process
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作者 Zhang Jie Wang Ruichuan Wu Ningpan 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS CSCD 2023年第2期51-64,共14页
Stamping is a critical step in the manufacture of metallic bipolar plates.Typically,residual stress and a spring back effect appear on the bipolar plate after the stamping process,which impacts on the performance and ... Stamping is a critical step in the manufacture of metallic bipolar plates.Typically,residual stress and a spring back effect appear on the bipolar plate after the stamping process,which impacts on the performance and lifetime of the proton exchange membrane fuel cell(PEMFC).The residual stress and spring back behavior which occur as a result of stamping a bipolar plate are investigated in this study.The effects of the punch radius,the die radius,the channel depth,and the clearance between the punch and the die on the residual stress and forming quality of the bipolar plate are examined.The stamping process can be divided into three stages.The high stress area and the middle section residual stress area were selected to study the formation process and to obtain the composition of the residual stress regions.Spring back was mainly related to the position of the fixed end of the sheet and the degree of plastic deformation,and the sheet thickness have increased by 2μm after spring back.Based on the results of finite element analysis,as described by the distribution of residual stress,the formation,the thickness of the middle cross section and the equivalent plastic strain,it was found that all the tool parameters affected the distribution of the residual stress.This research can provide a design reference for the manufacture of metallic bipolar plates based on the stamping process. 展开更多
关键词 PEMFC metallic bipolar plate STAMPING residual stress spring back
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Ti/(Ti,Cr)N/CrN multilayer coated 316L stainless steel by arc ion plating as bipolar plates for proton exchange membrane fuel cells 被引量:21
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作者 Shengli Wang Ming Hou +5 位作者 Qing Zhao Yongyi Jiang Zhen Wang Huizhe Li Yu Fu Zhigang Shao 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2017年第1期168-174,共7页
Arc ion plating (AIP) is applied to form Ti/(Ti,Cr)N/CrN multilayer coating on the surface of 316L stainless steel (SS316L) as bipolar plates for proton exchange membrane fuel cells (PEMFCs). The characterizations of ... Arc ion plating (AIP) is applied to form Ti/(Ti,Cr)N/CrN multilayer coating on the surface of 316L stainless steel (SS316L) as bipolar plates for proton exchange membrane fuel cells (PEMFCs). The characterizations of the coating are analyzed by scanning electron microscopy (SEM) and X-ray diffraction (XRD). Interfacial contact resistance (ICR) between the coated sample and carbon paper is 4.9 m Omega cm(2) under 150 N/cm(2), which is much lower than that of the SS316L substrate. Potentiodynamic and potentiostatic tests are performed in the simulated PEMFC working conditions to investigate the corrosion behaviors of the coated sample. Superior anticorrosion performance is observed for the coated sample, whose corrosion current density is 0.12 mu A/cm(2). Surface morphology results after corrosion tests indicate that the substrate is well protected by the multilayer coating. Performances of the single cell with the multilayer coated SS316L bipolar plate are improved significantly compared with that of the cell with the uncoated SS316L bipolar plate, presenting a great potential for PEMFC application. (C) 2016 Science Press and Dalian Institute of Chemical Physics, Chinese Academy of Sciences. Published by Elsevier B.V. and Science Press. All rights reserved. 展开更多
关键词 Stainless steel bipolar plate Proton exchange membrane fuel cell Arc ion plating Multilayer coating
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Process and challenges of stainless steel based bipolar plates for proton exchange membrane fuel cells 被引量:13
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作者 Gaoyang Liu Faguo Hou +2 位作者 Shanlong Peng Xindong Wang Baizeng Fang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2022年第5期1099-1119,共21页
Proton exchange membrane fuel cell(PEMFC)powered automobiles have been recognized to be the ultimate solution to replace traditional fuel automobiles because of their advantages of PEMFCs such as no pollution,low temp... Proton exchange membrane fuel cell(PEMFC)powered automobiles have been recognized to be the ultimate solution to replace traditional fuel automobiles because of their advantages of PEMFCs such as no pollution,low temperature start-up,high energy density,and low noise.As one of the core components,the bipolar plates(BPs)play an important role in the PEMFC stack.Traditional graphite BPs and composite BPs have been criticized for their shortcomings such as low strength,high brittleness,and high processing cost.In contrast,stainless steel BPs(SSBPs)have recently attracted much attention of domestic and foreign researchers because of their excellent comprehensive performance,low cost,and diverse options for automobile applications.However,the SSBPs are prone to corrosion and passivation in the PEMFC working environment,which lead to reduced output power or premature failure.This review is aimed to summarize the corrosion and passivation mechanisms,characterizations and evaluation,and the surface modification technologies in the current SSBPs research.The non-coating and coating technical routes of SSBPs are demonstrated,such as substrate component regulation,thermal nitriding,electroplating,ion plating,chemical vapor deposition,and physical vapor deposition,etc.Alternative coating materials for SSBPs are metal coatings,metal nitride coatings,conductive polymer coatings,and polymer/carbon coatings,etc.Both the surface modification technologies can solve the corrosion resistance problem of stainless steel without affecting the contact resistance,however still facing restraints such as long-time stability,feasibility of low-cost,and mass production process.This paper is believed to enrich the knowledge of high-performance and long-life BPs applied for PEMFC automobiles. 展开更多
关键词 automobile application proton exchange membrane fuel cell stainless steel bipolar plates corrosion resistance contact resistance
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Preparation and surface modification of PVDF-carbon felt composite bipolar plates for vanadium flow battery 被引量:4
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作者 Zhenhao Liu Baoguo Wang Lixin Yu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2018年第5期1369-1375,共7页
The performance of vanadium flow batteries (VFBs) is closely related to the materials used in the bipo- lar plates. Carbon-based composite bipolar plates are particularly suitable for VFB applications. However. most... The performance of vanadium flow batteries (VFBs) is closely related to the materials used in the bipo- lar plates. Carbon-based composite bipolar plates are particularly suitable for VFB applications. However. most original preparation methods cannot simultaneously achieve good electrical conductivity and me- chanical performance. In this paper, we propose a novel approach to fabricating bipolar plates with car- bon plastic materials, including four steps, namely coating a poly (vinylidene fluoride) (PVDF) solution onto carbon felt, solvent evaporation, hot-pressing, and surface modification. The resulting bipolar plates showed high conductivity, good mechanical strength, and corrosion resistance. Surface modification by coating with carbon nanotubes (CNTs) removed the PVDF-rich layer from the surface of the carbon fibers. The high surface area of the CNT withdrew PVDF resin from the carbon fiber surface, and promoted the formation of a conductive network. The flexibility and battery charge-discharge cycle measurements showed that the composite bipolar plates can meet requirements for VFB applications. 展开更多
关键词 bipolar plate Surface modification Carbon nanotubes PVDF
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Electrochemical Behavior of Niobium Electrodeposited 316 Stainless Steel Bipolar Plate for PEMFC in Choline Chloride Based Ionic Liquids 被引量:3
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作者 曹彩红 梁成浩 HUANG Naibao 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2015年第5期1061-1067,共7页
Niobium was electrodeposited on 316 stainless steel bipolar plates of a fuel cell in water and air-stable choline chloride based ionic liquids. The electrochemical corruption property of bipolar plates in simulated PE... Niobium was electrodeposited on 316 stainless steel bipolar plates of a fuel cell in water and air-stable choline chloride based ionic liquids. The electrochemical corruption property of bipolar plates in simulated PEMFC environment was investigated. It was showed that the plating film was distributed on the surface of 316 stainless steel like isolated islands with height less than 50 nm. The XPS, XRD results showed that a smooth and strong chemical inert film of Nb O and Nb2O5 was formed on the surface of 316 stainless steel. In simulated cathodic condition, the corrosion potential of Nb coated stainless steel was improved by 244 m V, whilst in an anodic condition, it was improved by 105 m V. The current densities for the coated 316 stainless steel were decreased to 2.479 4 μA·cm-2 from 14.810 μA·cm-2 at-0.1 V and to 0.576 μA·cm-2 from 13.417 μA/·cm-2 at 0.6 V, respectively. It was implied that the niobium coating effectively decreased the corrosion rate. The results of the electrochemical tests indicated that the corrosion resistance of stainless steel was greatly improved after coated with niobium. 展开更多
关键词 stainless steel bipolar plates niobium coating choline chloride ionic liquids electro deposition corrosion resistance surface modification
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Conductive and corrosion behaviors of silver-doped carbon-coated stainless steel as PEMFC bipolar plates 被引量:5
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作者 Ming Liu Hong-feng Xu +1 位作者 Jie Fu Ying Tian 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2016年第7期844-849,共6页
Ni–Cr enrichment on stainless steel SS316 L resulting from chemical activation enabled the deposition of carbon by spraying a stable suspension of carbon nanoparticles; trace Ag was deposited in situ to prepare a thi... Ni–Cr enrichment on stainless steel SS316 L resulting from chemical activation enabled the deposition of carbon by spraying a stable suspension of carbon nanoparticles; trace Ag was deposited in situ to prepare a thin continuous Ag-doped carbon film on a porous carbon-coated SS316 L substrate. The corrosion resistance of this film in 0.5 mol·L^(-1) H_2SO_4 solution containing 5 ppm F- at 80°C was investigated using polarization tests. The results showed that the surface treatment of the SS316 L strongly affected the adhesion of the carbon coating to the stainless steel. Compared to the bare SS316 L, the Ag-doped carbon-coated SS316 L bipolar plate was remarkably more stable in both the anode and cathode environments of proton exchange membrane fuel cell(PEMFC) and the interface contact resistance between the specimen and Toray 060 carbon paper was reduced from 333.0 m?·cm^2 to 21.6 m?·cm^2 at a compaction pressure of 1.2 MPa. 展开更多
关键词 proton exchange membrane fuel cells bipolar plates stainless steel silver carbon spraying corrosion
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Plain carbon steel bipolar plates for PEMFC 被引量:1
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作者 WANG Jianli SUN Juncai TIAN Rujin XU Jing 《Rare Metals》 SCIE EI CAS CSCD 2006年第z1期235-239,共5页
Bipolar plates are a multifunctional component of PEMFC. Comparing with the machined graphite and stainless steels, the plain carbon steel is a very cheap commercial metal material. In this paper, the possibility of a... Bipolar plates are a multifunctional component of PEMFC. Comparing with the machined graphite and stainless steels, the plain carbon steel is a very cheap commercial metal material. In this paper, the possibility of applying the plain carbon steels in the bipolar plate for PEMFC was exploited. In order to improve the corrosion resistance of the low carbon steel in the PEMFCs′ environments, two surface modification processes was developed and then the electrochemical performances and interfacial contact resistance (ICR) of the surface modified plate of plain carbon steel were investigated. The results show that the surface modified steel plates have good corrosion resistance and relatively low contact resistance, and it may be a candidate material as bipolar plate of PEMFC. 展开更多
关键词 plain carbon steel bipolar plate corrosion resistance interfacial contact resistance
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Influence of graphite particle size and its shape on performance of carbon composite bipolar plate 被引量:1
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作者 张杰 邹彦文 贺俊 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第10期1080-1083,共4页
Bipolar plates for proton exchange membrane fuel cell (PEMFC) where polymer is used as binder and graphite is used as electric filler were prepared by means of compression molding technology. Study on the effects of g... Bipolar plates for proton exchange membrane fuel cell (PEMFC) where polymer is used as binder and graphite is used as electric filler were prepared by means of compression molding technology. Study on the effects of graphite particle size and shape on the bipolar plate performance, such as electrical conductivity, strength, etc. showed that with decrease of graphite particle size, bulk electrical conductivity and thermometric conductivity decreased, but that flexural strength was enhanced. After spherical graphite occurrence in flake-like form, the flexural strength of the bipolar plate was enhanced, electrical conductivity increased but thermal conductivity decreased in direction paralleling pressure direction, and both electrical conductivity and thermometric conductivity reduced in direction perpendicular to pressure direction. 展开更多
关键词 Spherical graphite Fuel cell bipolar plate Conductive composite materials
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Fabrication of micro-flow channels on graphite composite bipolar plates using microplaning
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作者 万珍平 梁德杰 +1 位作者 陆龙生 汤勇 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期2963-2970,共8页
A new method of manufacturing micro-flow channels on graphite composite bipolar plate(GCBPP) microplaning using specially designed multi-tooth tool is proposed. In this method, several or even dozens of parallel micro... A new method of manufacturing micro-flow channels on graphite composite bipolar plate(GCBPP) microplaning using specially designed multi-tooth tool is proposed. In this method, several or even dozens of parallel micro-flow channels ranging from 100 μm to 500 μm in width can be produced simultaneously. But, edge chippings easily occur on the rib surface of GCBPP during microplaning due to brittleness of graphite composites. Experimental results show that edge chippings result in the increase of contact resistance between bipolar plate and carbon paper at low compaction force. While the edge chippings scarcely exert influence on the contact resistance at high compaction force. Contrary to conventional view, the edge chippings can significantly improve performance of microfuel cell and big edge chippings outperform small edge chippings. In addition, the influence of technical parameters on edge chippings was investigated in order to obtain big, but not oversized edge chippings. 展开更多
关键词 microfuel cell graphite composite bipolar plate micro-flow channel microplaning edge chipping
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Influence of Deposition Temperature on the Electrical and Electrochemical Properties of Carbon-Based Coatings for Metallic Bipolar Plates, Prepared by Cathodic Arc Evaporation
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作者 Maximilian Steinhorst Maurizio Giorgio +1 位作者 Teja Roch Christoph Leyens 《Advances in Materials Physics and Chemistry》 2022年第4期47-57,共11页
Cathodic arc evaporation is a well-established physical vapor deposition technique which is characterized by a high degree of ionization and high deposition rate. So far, this technique has been mainly used for the de... Cathodic arc evaporation is a well-established physical vapor deposition technique which is characterized by a high degree of ionization and high deposition rate. So far, this technique has been mainly used for the deposition of tribological coatings. In this study, anti-corrosive and electrical conductive carbon-based coatings with a metallic interlayer were prepared on stainless steel substrates as surface modification for metallic bipolar plates. Hereby, the influence of the deposition temperature during the deposition of the carbon top layer was investigated. Raman spectroscopy revealed differences in the microstructure at 200°C compared to 300°C and 100°C. Measurements of the interfacial contact resistance showed that the deposited coatings significantly improve the electrical conductivity. There are only minor differences between the different carbon top layers. The corrosion resistance of the coatings was studied via potentiodynamic polarization at room temperature and 80°C. Experiments showed that the coating with a carbon top layer deposited at 200°C, considerably reduces the current density and thus corrosion of the substrate is suppressed. 展开更多
关键词 bipolar plate CORROSION Interfacial Contact Resistance Carbon Thin Film Physical Vapor Deposition
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Effect of annealing on two different niobium-clad stainless steel PEMFC bipolar plate materials 被引量:9
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作者 Sung-Tae HONG Dae-Wook KIM +1 位作者 Yong-Joo YOU K.Scott WEIL 《中国有色金属学会会刊:英文版》 CSCD 2009年第B09期56-60,共5页
Niobium (Nb)-clad stainless steels(SS) produced via roll bonding are being considered for use in the bipolar plates of polymer electrolyte membrane fuel cell(PEMFC) stacks. Because the roll bonding process induces sub... Niobium (Nb)-clad stainless steels(SS) produced via roll bonding are being considered for use in the bipolar plates of polymer electrolyte membrane fuel cell(PEMFC) stacks. Because the roll bonding process induces substantial work hardening in the constituent materials, thermal annealing is used to restore ductility to the clad sheet so that it can be subsequently blanked, stamped and dimpled in forming the final plate component. Two roll bonded materials, niobium clad 340L stainless steel (Nb/340L SS) and niobium clad 434 stainless steel (Nb/434 SS) were annealed under optimized conditions prescribed by the cladding manufacturer. Comparative mechanical testing conducted on each material before and after annealing shows significant improvement in ductility in both cases. However, corresponding microstructural analyses indicate an obvious difference between the two heat treated materials. During annealing, an interlayer with thick less than 1 μm forms between the constituent layers in the Nb/340L SS, whereas no interlayer is found in the annealed Nb/434 SS material. Prior work suggests that internal defects potentially can be generated in such an interlayer during metal forming operations. Thus, Nb/434 SS may be the preferred candidate material for this application. 展开更多
关键词 质子交换膜燃料 不锈钢材料 双极板材料 退火条件 复合板 聚合物电解质 微观结构分析
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Study on the Electrical and Thermal Properties of Carbon/Carbon Composite for Fuel Cell Bipolar Plate
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作者 Weijen Chen Shenghsiu Tseng Yiluen Li Mingyuan Shen Mingchuen Yip 《材料科学与工程(中英文A版)》 2011年第4X期538-544,共7页
关键词 碳/碳复合材料 导热性能 燃料电池 导电性 双极板 气体泄漏 金属钼 团状模塑料
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Study on Graphite Electric Arc Furnace Waste as a Bipolar Plate Composite Material for Polymer Electrolyte Membrane Fuel Cell (PEMFC) Application
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作者 Yunita Sadeli Johny Wahyuadi Soedarsono +1 位作者 Bambang Prihandoko Sri Harjanto 《材料科学与工程(中英文B版)》 2011年第2期178-183,共6页
关键词 聚合物电解质膜燃料电池 石墨复合材料 PEMFC 石墨电极 双极板 电弧炉 应用 燃料电池系统
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Effect of Terminal Design and Bipolar Plate Material on PEM Fuel Cell Performance
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作者 Yue Hung Hazem Tawfik Devinder Mahajan 《Smart Grid and Renewable Energy》 2013年第1期43-47,共5页
Bipolar plates perform as current conductors between cells, provide conduits for reactant gases, facilitate water and thermal management through the cells, and constitute the backbone of a fuel cell stack. Currently, ... Bipolar plates perform as current conductors between cells, provide conduits for reactant gases, facilitate water and thermal management through the cells, and constitute the backbone of a fuel cell stack. Currently, commercial bipolar plates are made of graphite composite because of its relatively low interfacial contact resistance (ICR) and high corrosion resistance. However, graphite composite’s manufacturability, permeability, and durability of shock and vibration are unfavorable in comparison to metals. Therefore, metals have been considered as a replacement material for graphite composite bipolar plates. The main objective of this study is to evaluate the effect of terminal connection design and bipolar plate material on PEM fuel cell overall performance. The study has indicated that single cell performance can be improved by combining terminals into metallic bipolar plates. This terminal design reduces the internal cell resistance and eliminates the need for additional terminal plates. The improved single cell performance by 18% and the increased savings in hydrogen consumption by 15% at the current density of 0.30 A/cm2 was attributed to the robust metal to metal contact between the terminal and the metallic bipolar plates. However, connecting metal terminal directly into graphite bipolar plates did not exhibit similar improvement in the performance of graphite fuel cells because of their brittleness that could have caused damage in the plates and poor contacts. 展开更多
关键词 PEM Fuel CELL METALLIC bipolar plate CELL INTERNAL Resistance TERMINAL Design
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Integrated Movable System of Fuel Cell with Replaceable Fiber Bipolar Plate
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作者 Chang Shiuh Ming Kuo Jenn Kun 《Smart Grid and Renewable Energy》 2011年第4期399-409,共11页
It is important for the fuel cell integrated movable system to operate voltage and current using safety control technology. In order to work at the convenient condition of the fuel cell system, high performance fuel c... It is important for the fuel cell integrated movable system to operate voltage and current using safety control technology. In order to work at the convenient condition of the fuel cell system, high performance fuel cell stack with replaceable fiber bipolar plate should be arranged with the integrated subsystem and appropriate working process. The parameters which affect the performance of PEMFC consisting of relative humidity, reaction temperature, gas inlet temperature, gas inlet pressure, and hydrogen and air flow rate. This study is to develop the integrated movable system on distributed power generation and backup power application, such as oxidant supply system, fuel supply system, heat management system, water management system, and power conditioning system. It comprises a novel PLC (Programmable Logic Control) system and human-machine interface. The controller is developed to control fuel cell system and record the operation data by using data acquisition system. The controller can be applied to high performance stack and system to obtain the best performance. The easy-taken high capacity hydrogen barrel embedded into steel plate of this movable system and more convenient than other fuel cell system. 展开更多
关键词 Movable SYSTEM FIBER bipolar plate PEMFC PLC Control SYSTEM TOUCH Panel Easy-Taken
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Rapid Prototyping Bipolar Plate of PEMFC by Gelcasting
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作者 LUO Bing CHEN Shang-wei +1 位作者 HUANG Ming-yu WANG Lian-jun 《武汉理工大学学报》 EI CAS CSCD 北大核心 2006年第E02期403-407,共5页
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Corrosion Resistance of Titanium Bipolar Plate Enhanced by TiN Film
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作者 Deng Zhenzhen Dai Zhengfei +6 位作者 Wu Weibo Lai Ruisi Feng Qing Jia Bo Wang Chen Lv Yuanjiang Ma Fei 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2024年第10期2755-2765,共11页
To improve the corrosion resistance of titanium(Ti)bipolar plate,titanium nitride(TiN)film was prepared on the surface of commercial TA1 pure titanium by magnetron reactive sputtering and pulse laser deposition(PLD)te... To improve the corrosion resistance of titanium(Ti)bipolar plate,titanium nitride(TiN)film was prepared on the surface of commercial TA1 pure titanium by magnetron reactive sputtering and pulse laser deposition(PLD)techniques,and the film prepared under different process parameters were evaluated.Results show that dense and complete TiN film can be obtained on TA1 surface under different preparation processes,and the corrosion current density of Ti substrate significantly increases.However,the composition of the film prepared by magnetron reactive sputtering is affected by the oxygen competition reaction,and its homogeneity is inferior to that of the film prepared by PLD.The comprehensive performance of the PLD-prepared film shows excellent characteristics in the terms of low corrosion current density(0.025μA·cm^(−2)),moderate corrosion overpotential(−0.106 V),and good hydrophobicity. 展开更多
关键词 proton exchange membrane water electrolyzer bipolar plate process parameter TiN film corrosion resistance
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Modelling Anti-Corrosion Coating Performance of Metallic Bipolar Plates for PEM Fuel Cells:A Machine Learning Approach
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作者 Pramoth Varsan Madhavan Samaneh Shahgaldi Xianguo Li 《Energy and AI》 EI 2024年第3期495-512,共18页
Proton exchange membrane(PEM)fuel cells have significant potential for clean power generation,yet challenges remain in enhancing their performance,durability,and cost-effectiveness,particularly concerning metallic bip... Proton exchange membrane(PEM)fuel cells have significant potential for clean power generation,yet challenges remain in enhancing their performance,durability,and cost-effectiveness,particularly concerning metallic bipolar plates,which are pivotal for lightweight compact fuel cell stacks.Protective coatings are commonly employed to combat metallic bipolar plate corrosion and enhance water management within stacks.Conventional methods for predicting coating performance in terms of corrosion resistance involve complex physical-electrochemical modelling and extensive experimentation,with significant time and cost.In this study machine learning techniques are employed to model metallic bipolar plate coating performance,diamond-like-carbon coatings of varying thicknesses deposited on SS316L are considered,and coating performance is evaluated using potentiodynamic polarization and electrochemical impedance spectroscopy.The obtained experimental data is split into two datasets for machine learning modelling:one predicting corrosion current density and another predicting impedance parameters.Machine learning models,including extreme gradient boosting(XGB)and artificial neural networks(ANN),are developed,and optimized to predict coating performance attributes.Data preprocessing and hyperparameter tuning are carried out to enhance model accuracy.Results show that ANN outperforms XGB in predicting corrosion current density,achieving an R2>0.98,and accurately predicting impedance parameters with an R2>0.99,indicating that the models developed are very promising for accurate prediction of the corrosion performance of coated metallic bipolar plates for PEM fuel cells. 展开更多
关键词 Fuel cell Metallic bipolar plate Coating performance Machine learning Extreme gradient boosting Artificial neural networks
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Effect of surface oxidation on the interfacial and mechanical properties in graphite/epoxy composites composite bipolar plates
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作者 Dongmei Yao Junsheng Zheng +5 位作者 Liming Jin Xiaomin Meng Zize Zhan Runlin Fan Cong Feng Pingwen Ming 《Chinese Chemical Letters》 SCIE CAS 2024年第11期539-542,共4页
Epoxy resin-reinforced graphite composites have found extensive application as bipolar plates in fuel cells for stationary power supplies,valued for their lightweight nature and exceptional durability.To enhance the i... Epoxy resin-reinforced graphite composites have found extensive application as bipolar plates in fuel cells for stationary power supplies,valued for their lightweight nature and exceptional durability.To enhance the interfacial properties between graphite and epoxy resin(EP),surface oxidation of graphite was carried out using diverse functional groups.Experimental assessments illustrated that the composites with graphite oxide resulted in heightened mechanical strength and toughness compared to pristine graphite,which could be attributed to the excellent interface connection.Moreover,these composites displayed remarkable conductivity while simultaneously retaining their mechanical attributes.Furthermore,molecular dynamics simulations outcomes unveiled that the inclusion of oxygen-containing functional groups on the graphite surface augmented the interfacial energy with EP,and the interface morphology between graphite and resin exhibited heightened stability throughout the stretching process.This simple and effective technique presents opportunities for improving composites interfaces,enabling high load transfer efficiency,and opens up a potential path for developing strong and tough composite bipolar plates for fuel cells. 展开更多
关键词 G/EP interface strength and toughness Epoxy resin-reinforced graphite composites Composite bipolar plates Molecular dynamics simulations Surface oxidation of graphite
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