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Investigating Oxygen Content in Porous Transport Layers of PEM Electrolyzers with Operando X-Ray Computed Tomography and Machine Learning

机译：用Operando X射线计算断层扫描和机器学习研究PEM电解槽多孔运输层中的氧含量

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作者
O'Brien, Maeve.;
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作者单位

University of California Irvine.;

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授予单位 University of California Irvine.;
学科
学位 M.S.
年度 2020
页码 59 p.
总页数 59
原文格式 PDF
正文语种 eng
中图分类 AAI27997132;
关键词
Electrolyzer; Machine learning; PEM electrolyzer; Water electrolysis; X-ray computed tomography;

机译：电解柜;机器学习;PEM电解柜;水电解;X射线计算断层扫描;

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专利

1. In-situ two-phase flow investigation of different porous transport layer for a polymer electrolyte membrane (PEM) electrolyzer with neutron spectroscopy [J] . Panchenko Olha, Borgardt Elena, Zwaygardt Walter, Journal of power sources . 2018,第JUNa30期

机译：用中子光谱法研究聚合物电解质膜（PEM）电解槽中不同多孔传输层的原位两相流动
2. Operando investigation of the lithium/sulfur battery system by coupled X-ray absorption tomography and X-ray diffraction computed tomography [J] . Tonin Guillaume, Vaughan Gavin B. M., Bouchet Renaud, Journal of power sources . 2020,第Auga31期

机译：通过耦合X射线吸收断层扫描和X射线衍射计算机断层扫描来研究锂/硫电池系统的Operando调查
3. Operando X-ray tomography and sub-second radiography for characterizing transport in polymer electrolyte membrane electrolyzer [J] . Leonard Emily, Shum Andrew D., Normile Stanley, Electrochimica Acta . 2018,第期

机译：用于在聚合物电解质膜电解槽中进行传输的操作数X射线断层扫描和子第二射线照相
4. Investigation of Liquid Water Formation in PEMFC By Direct Simulation and Operando X-Ray Computed Tomography [C] . Pongsarun Satjaritannn, Sirivatch Shimpalee, Shinichi Hirano, Pacific Rim Meeting on Electrochemical and Solid-State Science . 2020

机译：直接仿真和Operando X射线计算断层扫描的PEMFC液体水形成研究
5. Investigation of PEM Electrolyzer Morphology, Transport, and Performance Using Operando X-ray Imaging Techniques [D] . ?Leonard, Emily 2019

机译：使用Operando X射线成像技术研究PEM电解槽形态，运输和性能
6. Full Parametric Study of the Influence of Ionomer Content Catalyst Loading and Catalyst Type on Oxygen and Ion Transport in PEM Fuel Cell Catalyst Layers [O] . Robert Alink, Rajveer Singh, Patrick Schneider, 2020

机译：离子聚合物含量催化剂负载量和催化剂类型对PEM燃料电池催化剂层中氧气和离子迁移的影响的完整参数研究
7. Simulate fluid transport in gas diffusion layers of PEM fuel cells using lattice Boltzmann method and x-ray computed tomography [O] . Gao Y 2000

机译：使用晶格玻尔兹曼方法和X射线计算机断层摄影技术模拟PEM燃料电池的气体扩散层中的流体传输

Investigating Oxygen Content in Porous Transport Layers of PEM Electrolyzers with Operando X-Ray Computed Tomography and Machine Learning

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