1
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Zhao J, Liu H, Li X. Structure, Property, and Performance of Catalyst Layers in Proton Exchange Membrane Fuel Cells. ELECTROCHEM ENERGY R 2023; 6:13. [PMID: 37007279 PMCID: PMC10050052 DOI: 10.1007/s41918-022-00175-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 07/10/2022] [Accepted: 12/05/2022] [Indexed: 03/30/2023]
Abstract
Catalyst layer (CL) is the core component of proton exchange membrane (PEM) fuel cells, which determines the performance, durability, and cost. However, difficulties remain for a thorough understanding of the CLs' inhomogeneous structure, and its impact on the physicochemical and electrochemical properties, operating performance, and durability. The inhomogeneous structure of the CLs is formed during the manufacturing process, which is sensitive to the associated materials, composition, fabrication methods, procedures, and conditions. The state-of-the-art visualization and characterization techniques are crucial to examine the CL structure. The structure-dependent physicochemical and electrochemical properties are then thoroughly scrutinized in terms of fundamental concepts, theories, and recent progress in advanced experimental techniques. The relation between the CL structure and the associated effective properties is also examined based on experimental and theoretical findings. Recent studies indicated that the CL inhomogeneous structure also strongly affects the performance and degradation of the whole fuel cell, and thus, the interconnection between the fuel cell performance, failure modes, and CL structure is comprehensively reviewed. An analytical model is established to understand the effect of the CL structure on the effective properties, performance, and durability of the PEM fuel cells. Finally, the challenges and prospects of the CL structure-associated studies are highlighted for the development of high-performing PEM fuel cells. Graphical abstract
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Affiliation(s)
- Jian Zhao
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1 Canada
| | - Huiyuan Liu
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1 Canada
| | - Xianguo Li
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1 Canada
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2
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Sabharwal M, Secanell M. Understanding the effect of porosity and pore size distribution on low loading catalyst layers. Electrochim Acta 2022. [DOI: 10.1016/j.electacta.2022.140410] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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3
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Jacobsen D, Porter J, Ulsh M, Rupnowski P. Spectroscopic Investigation of Catalyst Inks and Thin Films Toward the Development of Ionomer Quality Control. APPLIED SPECTROSCOPY 2022; 76:644-659. [PMID: 35255724 DOI: 10.1177/00037028221080177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
As the production of polymer electrolyte fuel cells expands, novel quality control methods must be invented or adapted in order to support expected rates of production. Ensuring the quality of deposited catalyst layers is an essential step in the fuel cell manufacturing process, as the efficiency of a fuel cell is reliant on the catalyst layer being uniform at both the target platinum loading and the target ionomer content. Implementing a quality control method that is sensitive to these aspects is imperative, as wasting precious metals and other catalyst materials is expensive, and represents a potential barrier to entry into the field for manufacturers experimenting with novel deposition processes. In this work, we analyzed catalyst inks to determine if their ionomer content could be quantized spectroscopically. Attenuated total reflection (ATR) Fourier transform infrared spectroscopic technique was investigated producing a signal proportional to the ionomer content. ATR spectroscopy was able to quantitatively differentiate samples in which the ionomer to carbon mass ratio (I/C) varied between 0.9 and 3.0. The I/C ratio was correlated to the measured ATR signal near the CF2 vibrational bands located between 1100 cm-1 and 1400 cm-1. The experimental results obtained constitute a step toward the development of novel quality control methodologies for catalyst inks utilized by the fuel cell industry.
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Affiliation(s)
- Derek Jacobsen
- 3557Colorado School of Mines, Golden, CO, USA
- 53405National Renewable Energy Laboratory (NREL), Golden, CO, USA
| | | | - Michael Ulsh
- 53405National Renewable Energy Laboratory (NREL), Golden, CO, USA
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4
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Fouzai I, Radaoui M, Díaz-Abad S, Rodrigo MA, Lobato J. Electrospray Deposition of Catalyst Layers with Ultralow Pt Loading for Cost-Effective H 2 Production by SO 2 Electrolysis. ACS APPLIED ENERGY MATERIALS 2022; 5:2138-2149. [PMID: 35252777 PMCID: PMC8889905 DOI: 10.1021/acsaem.1c03672] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 01/25/2022] [Indexed: 05/17/2023]
Abstract
The hybrid sulfur (HyS) thermochemical cycle has been considered as a promising approach for the massive production of clean hydrogen without CO2 emissions. The key to advance this technology and to enhance the cycle efficiency is to improve the electrocatalytic oxidation of SO2, which is the pivotal reaction within this process. Hence, this paper investigates, for the first time, the effect of electrospray and air gun deposition techniques and the influence of very low Pt loadings (<0.3 mg Pt/cm2) on catalyst durability and activity. The variation of electrochemical active surface area (ECSA) with the number of cycles demonstrates the significant impact of the electrode fabrication method and catalyst loading on the catalyst durability with considerable ECSA values for electrosprayed electrodes. Electrodes prepared with low platinum loadings (0.05 mg Pt/cm2) exhibit elevated catalyst activity and stability under sulfuric acid conditions and maintain a crucial current density after 5 h of electrolysis. This work extends the understanding of the SO2-depolarized electrolysis (SDE) process and gives suggestions for further improvements in the catalyst layer fabrication, which provides potential support for the large-scale research and application of the HyS cycle.
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Affiliation(s)
- Imen Fouzai
- Laboratory
of Technology, Energy, Materials and Innovation “TEMI”, Faculty of Sciences of Gafsa, Cité Sidi Ahmed Zarroug, 2112 Gafsa, Tunisia
- National
Institute of Applied Sciences and Technology, B.P. No. 676, 1080 Tunis Cedex, Tunisia
| | - Maher Radaoui
- Laboratory
of Technology, Energy, Materials and Innovation “TEMI”, Faculty of Sciences of Gafsa, Cité Sidi Ahmed Zarroug, 2112 Gafsa, Tunisia
| | - Sergio Díaz-Abad
- Department
of Chemical Engineering, Faculty of Chemical Sciences & Technologies, University of Castilla-La Mancha, Campus Universitario no. 12, 13071 Ciudad Real, Spain
| | - Manuel Andrés Rodrigo
- Department
of Chemical Engineering, Faculty of Chemical Sciences & Technologies, University of Castilla-La Mancha, Campus Universitario no. 12, 13071 Ciudad Real, Spain
| | - Justo Lobato
- Department
of Chemical Engineering, Faculty of Chemical Sciences & Technologies, University of Castilla-La Mancha, Campus Universitario no. 12, 13071 Ciudad Real, Spain
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5
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Effect of Double-Sided 3D Patterned Cathode Catalyst Layers on Polymer Electrolyte Fuel Cell Performance. ENERGIES 2022. [DOI: 10.3390/en15031179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Optimization of the structure of cathode catalyst layers (CCLs) for promoting the transfer of reactants and products in polymer electrolyte fuel cells (PEFCs) is important for improving the cell performance. In this study, using theoretical equations, we confirmed that the shortened proton conduction path in the ionomer layer (IL) with a 3D-patterned structure, compared to that in the IL with a flat-patterned structure, can improve the cell performance. We experimentally investigated the effect of the IL with a 3D-patterned structure included in the CCLs on the cell performance. Based on the combination of the flat- or 3D-pattern of the IL and the catalyst layer (CL), the samples were categorized as Str. 1 (3D-patterned CL without IL), Str. 2 (flat-patterned IL and CL), Str. 3 (3D-patterned IL and flat-patterned CL), and Str. 4 (3D-patterned IL and CL). All of the samples had different morphologies. According to the I–V curves and impedance spectra data acquired at 80 °C and 40% relative humidity, Str. 4 showed superior cell performance relative to those of the other CCLs. These results indicate that the structure of Str. 4 enhanced the proton conductivity at a low humidity at which proton conduction is usually poor, thereby resulting in improved cell performance.
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6
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Ahn CY, Park JE, Kim S, Kim OH, Hwang W, Her M, Kang SY, Park S, Kwon OJ, Park HS, Cho YH, Sung YE. Differences in the Electrochemical Performance of Pt-Based Catalysts Used for Polymer Electrolyte Membrane Fuel Cells in Liquid Half- and Full-Cells. Chem Rev 2021; 121:15075-15140. [PMID: 34677946 DOI: 10.1021/acs.chemrev.0c01337] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A substantial amount of research effort has been directed toward the development of Pt-based catalysts with higher performance and durability than conventional polycrystalline Pt nanoparticles to achieve high-power and innovative energy conversion systems. Currently, attention has been paid toward expanding the electrochemically active surface area (ECSA) of catalysts and increase their intrinsic activity in the oxygen reduction reaction (ORR). However, despite innumerable efforts having been carried out to explore this possibility, most of these achievements have focused on the rotating disk electrode (RDE) in half-cells, and relatively few results have been adaptable to membrane electrode assemblies (MEAs) in full-cells, which is the actual operating condition of fuel cells. Thus, it is uncertain whether these advanced catalysts can be used as a substitute in practical fuel cell applications, and an improvement in the catalytic performance in real-life fuel cells is still necessary. Therefore, from a more practical and industrial point of view, the goal of this review is to compare the ORR catalyst performance and durability in half- and full-cells, providing a differentiated approach to the durability concerns in half- and full-cells, and share new perspectives for strategic designs used to induce additional performance in full-cell devices.
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Affiliation(s)
- Chi-Yeong Ahn
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Ji Eun Park
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Sungjun Kim
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Ok-Hee Kim
- Department of Science, Republic of Korea Naval Academy, Jinhae-gu, Changwon 51704, South Korea
| | - Wonchan Hwang
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Min Her
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Sun Young Kang
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - SungBin Park
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
| | - Oh Joong Kwon
- Department of Energy and Chemical Engineering, Incheon National University, Incheon 22012, South Korea
| | - Hyun S Park
- Center for Hydrogen-Fuel Cell Research, Korea Institute of Science and Technology, Seoul 02792, South Korea
| | - Yong-Hun Cho
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,Department of Chemical Engineering, Kangwon National University, Samcheok 25913, South Korea
| | - Yung-Eun Sung
- Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul 08826, South Korea.,School of Chemical and Biological Engineering, Seoul National University, Seoul 08826, South Korea
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7
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Bapat S, Giehl C, Kohsakowski S, Peinecke V, Schäffler M, Segets D. On the state and stability of fuel cell catalyst inks. ADV POWDER TECHNOL 2021. [DOI: 10.1016/j.apt.2021.08.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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8
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Tamaki Y, Sugiura K. Influence of the Catalyst Layer Structure Formed by Inkjet Coating Printer on PEFC Performance. Polymers (Basel) 2021; 13:polym13060899. [PMID: 33804033 PMCID: PMC7998184 DOI: 10.3390/polym13060899] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/09/2021] [Accepted: 03/13/2021] [Indexed: 11/16/2022] Open
Abstract
In this study, we investigated the influence of the Catalyst-Layer (CL) structure on Polymer Electrolyte Fuel Cell (PEFC) performance using an inkjet coating printer, and we especially focused on the CL thickness and the electrode area. In order to evaluate the influence of CL thickness, we prepared four Membrane Electrode Assemblies (MEAs), which have one, four, five and six CLs, respectively, and evaluated it by an overpotential analysis. As a result, the overpotentials of an activation and a diffusion increased with the increase of thickness of CL. From Energy Dispersive X-ray spectroscopy (EDX) analysis, because platinum twines most ionomers and precipitates, the CL separates into a layer of platinum with a big grain aggregate ionomer and the mixing layer of platinum and ionomer during the catalyst ink drying process. Consequently, the activation overpotential increased because the three-phase interface was not able to be formed sufficiently. The gas diffusivity of the multilayer catalyst electrode was worse than that of a single layer MEA. The influence of the electrode area was examined by two MEAs with 1 and 9 cm2 of electrode area. As a result, the diffusion overpotential of 9 cm2 MEA was worse than 1 cm2 MEA. The generated condensate was multiplied and moved to the downstream side, and thereafter it caused the flooding/plugging phenomena.
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9
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Kosakian A, Secanell M. Estimating charge-transport properties of fuel-cell and electrolyzer catalyst layers via electrochemical impedance spectroscopy. Electrochim Acta 2021. [DOI: 10.1016/j.electacta.2020.137521] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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10
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Guo Y, Pan F, Chen W, Ding Z, Yang D, Li B, Ming P, Zhang C. The Controllable Design of Catalyst Inks to Enhance PEMFC Performance: A Review. ELECTROCHEM ENERGY R 2020. [DOI: 10.1007/s41918-020-00083-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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11
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Moghaddam RB, Easton EB. The interplay between impedance parameters, structure, and performance of fuel cell catalyst layers. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2020.115792] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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12
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Yang B, Zhao Y, Fang L. Effects of acid etching on the structure of
PtNi
catalyst and total exposed active sites. SURF INTERFACE ANAL 2020. [DOI: 10.1002/sia.6787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Bin Yang
- School of Materials Science and EngineeringKunming University of Science and Technology Kunming China
| | - Yanting Zhao
- School of Materials Science and EngineeringKunming University of Science and Technology Kunming China
| | - Liudang Fang
- School of Materials Science and EngineeringKunming University of Science and Technology Kunming China
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13
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Kosakian A, Urbina LP, Heaman A, Secanell M. Understanding single-phase water-management signatures in fuel-cell impedance spectra: A numerical study. Electrochim Acta 2020. [DOI: 10.1016/j.electacta.2020.136204] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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14
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Zeng R, Zhang HY, Liang SZ, Wang LG, Jiang LJ, Liu XP. Possible scenario of forming a catalyst layer for proton exchange membrane fuel cells. RSC Adv 2020; 10:5502-5506. [PMID: 35498292 PMCID: PMC9049289 DOI: 10.1039/c9ra09864j] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 01/22/2020] [Indexed: 11/21/2022] Open
Abstract
Ionomer in the catalyst layer provides an ion transport channel which is essential for many electrochemical devices. As the ionomer and electrochemical catalyst are packed together in the catalyst layer, it is difficult to have a clear image of the ionomer distribution in the catalyst layer and how the ionomer is in contact with Pt or carbon. A highly dispersed catalyst was deposited on the TEM SiN grid directly using the same (ultrasonic spray) or a similar way as the catalyst was deposited on the membrane. By analyzing the distribution of various elements (C, F, S, Pt etc.), we found that the ionomer may coexist in the catalyst layer in three ways: ionomer covered Pt particles due to the relatively strong interaction between Pt and the ionomer; ionomer covered C particles; packed free ionomer in between the aggregated catalyst particles. The results show that the ionomer is prone to covering the surface of Pt particles as further evidenced by the accelerated degradation test (ADT). Ionomer in the catalyst layer provides an ion transport channel which is essential for many electrochemical devices.![]()
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Affiliation(s)
- R. Zeng
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- National Engineering Research Center of Nonferrous Metals Materials and Products for New Energy
- Beijing
| | - H. Y. Zhang
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- National Engineering Research Center of Nonferrous Metals Materials and Products for New Energy
- Beijing
| | - S. Z. Liang
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- National Engineering Research Center of Nonferrous Metals Materials and Products for New Energy
- Beijing
| | - L. G. Wang
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- GRIMAT Engineering Institute Co., Ltd
- Beijing
| | - L. J. Jiang
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- National Engineering Research Center of Nonferrous Metals Materials and Products for New Energy
- Beijing
| | - X. P. Liu
- GRINM Group Co. Ltd
- Beijing
- P. R. China
- National Engineering Research Center of Nonferrous Metals Materials and Products for New Energy
- Beijing
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15
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Song CH, Park JS. Membrane–Electrode Assemblies with Patterned Electrodes for Proton-exchange Membrane Fuel Cells. CHEM LETT 2018. [DOI: 10.1246/cl.170995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Chan-Ho Song
- Department of Green Chemical Engineering, College of Engineering, Sangmyung University, C-411, Main Building, 31 Sangmyungdae, Dongnam, Cheonan, Chungman 31066, Korea
| | - Jin-Soo Park
- Department of Green Chemical Engineering, College of Engineering, Sangmyung University, C-411, Main Building, 31 Sangmyungdae, Dongnam, Cheonan, Chungman 31066, Korea
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16
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Kayarkatte MK, Delikaya Ö, Roth C. Freestanding Catalyst Layers: A Novel Electrode Fabrication Technique for PEM Fuel Cells via Electrospinning. ChemElectroChem 2017. [DOI: 10.1002/celc.201600530] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Manoj Krishna Kayarkatte
- Institute of Chemistry and Biochemistry; Freie Universität Berlin; Takustraße 3 14195 Berlin Germany
| | - Öznur Delikaya
- Institute of Chemistry and Biochemistry; Freie Universität Berlin; Takustraße 3 14195 Berlin Germany
| | - Christina Roth
- Institute of Chemistry and Biochemistry; Freie Universität Berlin; Takustraße 3 14195 Berlin Germany
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17
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Sassin MB, Garsany Y, Gould BD, Swider-Lyons KE. Fabrication Method for Laboratory-Scale High-Performance Membrane Electrode Assemblies for Fuel Cells. Anal Chem 2016; 89:511-518. [DOI: 10.1021/acs.analchem.6b03005] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Megan B. Sassin
- U.S Naval Research Laboratory, Washington, District of Columbia 20375, United States
| | | | - Benjamin D. Gould
- U.S Naval Research Laboratory, Washington, District of Columbia 20375, United States
| | - Karen E. Swider-Lyons
- U.S Naval Research Laboratory, Washington, District of Columbia 20375, United States
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18
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Li Z, Liu Z, Li B, Liu Z, Li D, Wang H, Li Q. Hollow hemisphere-shaped macroporous graphene/tungsten carbide/platinum nanocomposite as an efficient electrocatalyst for the oxygen reduction reaction. Electrochim Acta 2016. [DOI: 10.1016/j.electacta.2016.10.157] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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19
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Recent Progress on the Key Materials and Components for Proton Exchange Membrane Fuel Cells in Vehicle Applications. ENERGIES 2016. [DOI: 10.3390/en9080603] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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20
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Pant LM, Mitra SK, Secanell M. Multigrid hierarchical simulated annealing method for reconstructing heterogeneous media. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2015; 92:063303. [PMID: 26764849 DOI: 10.1103/physreve.92.063303] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Indexed: 06/05/2023]
Abstract
A reconstruction methodology based on different-phase-neighbor (DPN) pixel swapping and multigrid hierarchical annealing is presented. The method performs reconstructions by starting at a coarse image and successively refining it. The DPN information is used at each refinement stage to freeze interior pixels of preformed structures. This preserves the large-scale structures in refined images and also reduces the number of pixels to be swapped, thereby resulting in a decrease in the necessary computational time to reach a solution. Compared to conventional single-grid simulated annealing, this method was found to reduce the required computation time to achieve a reconstruction by around a factor of 70-90, with the potential of even higher speedups for larger reconstructions. The method is able to perform medium sized (up to 300(3) voxels) three-dimensional reconstructions with multiple correlation functions in 36-47 h.
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Affiliation(s)
- Lalit M Pant
- Department of Mechanical Engineering, University of Alberta, Edmonton, Canada T6G 2G8
| | - Sushanta K Mitra
- Department of Mechanical Engineering, York University, Toronto, Canada M3J 1P3
| | - Marc Secanell
- Department of Mechanical Engineering, University of Alberta, Edmonton, Canada T6G 2G8
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21
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Breitwieser M, Klingele M, Britton B, Holdcroft S, Zengerle R, Thiele S. Improved Pt-utilization efficiency of low Pt-loading PEM fuel cell electrodes using direct membrane deposition. Electrochem commun 2015. [DOI: 10.1016/j.elecom.2015.09.006] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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22
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Guo Y, Ono Y, Nagao Y. Modification for Uniform Surface of Nafion Ultrathin Film Deposited by Inkjet Printing. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2015; 31:10137-10144. [PMID: 26327333 DOI: 10.1021/acs.langmuir.5b02395] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
A lack of knowledge about the features of Nafion confined to ultrathin films at the interface has motivated additional examinations to promote the performance of polymer electrolyte membrane fuel cells (PEMFCs). In this work, we demonstrated the utilization of practical film-forming technique inkjet printing to fabricate a Nafion ultrathin film less than 10 nm thickness. However, the well-known "coffee-ring" effect caused poor quality of the printed pattern, which has restricted its application. This report describes a systematic investigation of necessary parameters such as ink concentration, substrate type, pitch, and offset for printing processes. Furthermore, post-treatment in an ethanol vapor atmosphere exhibited a significant effect on flattening and homogenizing the film surface morphology. Results show that the well-distributed Nafion ultrathin film modified by ethanol vapor annealing manifested much-improved proton conductivity.
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Affiliation(s)
- Yanglu Guo
- School of Materials Science, Japan Advanced Institute of Science and Technology , 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
| | - Yutaro Ono
- School of Materials Science, Japan Advanced Institute of Science and Technology , 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
| | - Yuki Nagao
- School of Materials Science, Japan Advanced Institute of Science and Technology , 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
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