Convolutional neural network analysis of radiography images for rapid water quantification in PEM fuel cell
出版年份 2022 全文链接
标题
Convolutional neural network analysis of radiography images for rapid water quantification in PEM fuel cell
作者
关键词
-
出版物
APPLIED ENERGY
Volume 321, Issue -, Pages 119352
出版商
Elsevier BV
发表日期
2022-06-05
DOI
10.1016/j.apenergy.2022.119352
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Recent progress of gas diffusion layer in proton exchange membrane fuel cell: Two-phase flow and material properties
- (2021) Qin Chen et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Deep Learning Method for Fault Detection of Wind Turbine Converter
- (2021) Cheng Xiao et al. Applied Sciences-Basel
- Deep learning from three-dimensional multiphysics simulation in operational optimization and control of polymer electrolyte membrane fuel cell for maximum power
- (2021) Pengjie Tian et al. APPLIED ENERGY
- Impedance prediction model based on convolutional neural networks methodology for proton exchange membrane fuel cell
- (2021) Tiancai Ma et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Degradation prediction model for proton exchange membrane fuel cells based on long short-term memory neural network and Savitzky-Golay filter
- (2021) Bin Zuo et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Machine Learning Applications of Two-Phase Flow Data in Polymer Electrolyte Fuel Cell Reactant Channels
- (2021) Anthony D. Santamaria et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Recent development of hydrogen and fuel cell technologies: A review
- (2021) Lixin Fan et al. Energy Reports
- Estimation of Water Coverage Ratio in Low Temperature PEM-Fuel Cell Using Deep Neural Network
- (2020) Hossein Mehnatkesh et al. IEEE SENSORS JOURNAL
- Vapor condensation in reconstructed gas diffusion layers of proton exchange membrane fuel cell
- (2020) Daokuan Jiao et al. INTERNATIONAL JOURNAL OF ENERGY RESEARCH
- Two-phase flow dynamics in a gas diffusion layer - gas channel - microporous layer system
- (2020) Daniel Niblett et al. JOURNAL OF POWER SOURCES
- Optimization of porous media flow field for proton exchange membrane fuel cell using a data-driven surrogate model
- (2020) Guobin Zhang et al. ENERGY CONVERSION AND MANAGEMENT
- Analysis and diagnosis of PEM fuel cell failure modes (flooding & drying) across the physical parameters of electrochemical impedance model: Using neural networks method
- (2019) Slimane Laribi et al. Sustainable Energy Technologies and Assessments
- An application of Deep Neural Networks to the in-flight parameter identification for detection and characterization of aircraft icing
- (2018) Yiqun Dong AEROSPACE SCIENCE AND TECHNOLOGY
- Overview of the next quarter century vision of hydrogen fuel cell electric vehicles
- (2018) Bahattin Tanç et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Non-isothermal two-phase transport in a polymer electrolyte membrane fuel cell with crack-free microporous layers
- (2017) Nan Ge et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Liquid water transport characteristics of porous diffusion media in polymer electrolyte membrane fuel cells: A review
- (2015) Xunliang Liu et al. JOURNAL OF POWER SOURCES
- Water Distribution Analysis in the Outer Perimeter Region of Technical PEFC Based on Neutron Radiography
- (2015) P. Stahl et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Two-phase flow dynamics in a micro channel with heterogeneous surfaces
- (2014) Sung Chan Cho et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Detection of liquid water in the flow channels of PEM fuel cell using an optical sensor
- (2014) Kristopher Inman et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Measurement of thermal conductivity and heat pipe effect in hydrophilic and hydrophobic carbon papers
- (2013) Yun Wang et al. INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
- Investigations on dynamic water transport characteristics in flow field channels using neutron imaging techniques
- (2013) M. Klages et al. JOURNAL OF POWER SOURCES
- Probing the water content in polymer electrolyte fuel cells using neutron radiography
- (2012) Jeffrey Mishler et al. ELECTROCHIMICA ACTA
- Neutron tomographic investigations of water distributions in polymer electrolyte membrane fuel cell stacks
- (2012) Henning Markötter et al. JOURNAL OF POWER SOURCES
- Multi-column deep neural network for traffic sign classification
- (2012) Dan Cireşan et al. NEURAL NETWORKS
- Ex situ and modeling study of two-phase flow in a single channel of polymer electrolyte membrane fuel cells
- (2011) Xavier Cordobes Adroher et al. JOURNAL OF POWER SOURCES
- In Situ Fuel Cell Water Metrology at the NIST Neutron Imaging Facility
- (2010) D. S. Hussey et al. Journal of Fuel Cell Science and Technology
- Fabrication and characterization of micro PEM fuel cells using pyrolyzed carbon current collector plates
- (2010) Yun Wang et al. JOURNAL OF POWER SOURCES
- Through-Plane Water Distribution in a Polymer Electrolyte Fuel Cell: Comparison of Numerical Prediction with Neutron Radiography Data
- (2010) Yun Wang et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Water transport in polymer electrolyte membrane fuel cells
- (2010) Kui Jiao et al. PROGRESS IN ENERGY AND COMBUSTION SCIENCE
- The neural networks based modeling of a polybenzimidazole-based polymer electrolyte membrane fuel cell: Effect of temperature
- (2009) Justo Lobato et al. JOURNAL OF POWER SOURCES
- Measurement of liquid water content in cathode gas diffusion electrode of polymer electrolyte fuel cell
- (2009) Kosuke Nishida et al. JOURNAL OF POWER SOURCES
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started