Deep learning based prognostic framework towards proton exchange membrane fuel cell for automotive application

Remaining useful life estimation for proton exchange membrane fuel cells using a hybrid method

(2019) Hao Liu et al.   APPLIED ENERGY

Degradation model of proton exchange membrane fuel cell based on a novel hybrid method

(2019) Kui Chen et al.   APPLIED ENERGY

Spatially resolved degradation during startup and shutdown in polymer electrolyte membrane fuel cell operation

(2019) S. Komini Babu et al.   APPLIED ENERGY

Local impact of load cycling on degradation in polymer electrolyte fuel cells

(2019) D. Garcia-Sanchez et al.   APPLIED ENERGY

Adaptive Prognostic of Fuel Cells by Implementing Ensemble Echo State Networks in Time-Varying Model Space

(2019) Zhongliang Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A review of automotive proton exchange membrane fuel cell degradation under start-stop operating condition

(2018) Tong Zhang et al.   APPLIED ENERGY

Review of cell performance in anion exchange membrane fuel cells

(2018) Dario R. Dekel   JOURNAL OF POWER SOURCES

A deep architecture for audio-visual voice activity detection in the presence of transients

(2018) Ido Ariav et al.   SIGNAL PROCESSING

Data-driven proton exchange membrane fuel cell degradation predication through deep learning method

(2018) Rui Ma et al.   APPLIED ENERGY

Online remaining useful lifetime prediction of proton exchange membrane fuel cells using a novel robust methodology

(2018) Daming Zhou et al.   JOURNAL OF POWER SOURCES

Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks

(2018) Jiawei Liu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Degradation prediction of PEM fuel cell using a moving window based hybrid prognostic approach

(2017) Daming Zhou et al.   ENERGY

Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network

(2017) Simon Morando et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Data-based short-term prognostics for proton exchange membrane fuel cells

(2017) Hao Liu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

The application of orthogonal test method in the parameters optimization of PEMFC under steady working condition

(2016) Shixiang Xia et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

The Priority and Challenge of High-Power Performance of Low-Platinum Proton-Exchange Membrane Fuel Cells

(2016) Anusorn Kongkanand et al.   Journal of Physical Chemistry Letters

Evaluation of reversible and irreversible degradation rates of polymer electrolyte membrane fuel cells tested in automotive conditions

(2016) Pawel Gazdzick et al.   JOURNAL OF POWER SOURCES

Prognostics of Proton Exchange Membrane Fuel Cells stack using an ensemble of constraints based connectionist networks

(2016) Kamran Javed et al.   JOURNAL OF POWER SOURCES

Degradations analysis and aging modeling for health assessment and prognostics of PEMFC

(2016) Marine Jouin et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Lifetime prediction and the economic lifetime of Proton Exchange Membrane fuel cells

(2015) Huicui Chen et al.   APPLIED ENERGY

Main factors affecting the lifetime of Proton Exchange Membrane fuel cells in vehicle applications: A review

(2014) Pucheng Pei et al.   APPLIED ENERGY

Degradation pattern prediction of a polymer electrolyte membrane fuel cell stack with series reliability structure via durability data of single cells

(2014) Suk Joo Bae et al.   APPLIED ENERGY

Designed experiments to characterize PEMFC material properties and performance

(2014) Sarah Flick et al.   APPLIED ENERGY

Proton exchange membrane fuel cell degradation prediction based on Adaptive Neuro-Fuzzy Inference Systems

(2014) R.E. Silva et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Prognostics of PEM fuel cell in a particle filtering framework

(2013) Marine Jouin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A comparison of Fuel Cell Testing protocols – A case study: Protocols used by the U.S. Department of Energy, European Union, International Electrotechnical Commission/Fuel Cell Testing and Standardization Network, and Fuel Cell Technical Team

(2013) Ira Bloom et al.   JOURNAL OF POWER SOURCES

Energy efficiency of multiport power converters used in plug-in/V2G fuel cell vehicles

(2012) Nicu Bizon   APPLIED ENERGY

Study of high voltage applied to the membrane electrode assemblies of proton exchange membrane fuel cells as an accelerated degradation technique

(2012) Guo-Bin Jung et al.   APPLIED ENERGY

Optimal operation of a 1-kW PEMFC-based CHP system for residential applications

(2012) Si-Doek Oh et al.   APPLIED ENERGY

A review of polymer electrolyte membrane fuel cell durability test protocols

(2011) Xiao-Zi Yuan et al.   JOURNAL OF POWER SOURCES

Analytical modeling of PEM fuel cell i–V curve

(2010) Shaker Haji   RENEWABLE ENERGY

A review of PEM fuel cell durability: Degradation mechanisms and mitigation strategies

(2008) Jinfeng Wu et al.   JOURNAL OF POWER SOURCES