Proton Exchange Membrane Fuel Cell Prognostics Using Genetic Algorithm and Extreme Learning Machine

The reactant starvation of the proton exchange membrane fuel cells for vehicular applications: A review

(2019) Huicui Chen et al.   ENERGY CONVERSION AND MANAGEMENT

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

(2019) Hao Liu et al.   APPLIED ENERGY

Hysteresis of output voltage and liquid water transport in gas diffusion layer of polymer electrolyte fuel cells

(2019) Yangbin Shao et al.   ENERGY CONVERSION AND MANAGEMENT

A review of improved extreme learning machine methods for data stream classification

(2019) Li Li et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Towards a more efficient and cost-sensitive extreme learning machine: A state-of-the-art review of recent trend

(2019) Peter Adeniyi Alaba et al.   NEUROCOMPUTING

Degradation prediction of proton exchange membrane fuel cell based on grey neural network model and particle swarm optimization

(2019) Kui Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Statistical Short Time Analysis for Proton Exchange Membrane Fuel Cell Diagnostic‐Application to Water Management

(2019) A. Dib et al.   Fuel Cells

Reliability assessment of a continuous-state fuel cell stack system with multiple degrading components

(2019) Tao Yuan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Nonlinear methods for evaluating and online predicting the lifetime of fuel cells

(2019) Pucheng Pei et al.   APPLIED ENERGY

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

(2018) Tong Zhang et al.   APPLIED ENERGY

Prognostics of PEM fuel cells based on Gaussian process state space models

(2018) Li Zhu et al.   ENERGY

A reconstructed fuel cell life-prediction model for a fuel cell hybrid city bus

(2018) Zunyan Hu et al.   ENERGY CONVERSION AND MANAGEMENT

Direct Hybridization of Polymer Exchange Membrane Surface Fuel Cell with Small Aqueous Supercapacitors

(2018) S. Ait Hammou Taleb et al.   Fuel Cells

A hybrid remaining useful life prognostic method for proton exchange membrane fuel cell

(2018) Yujie Cheng et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Metaheuristic-based extreme learning machines: a review of design formulations and applications

(2018) Mohammed Eshtay et al.   International Journal of Machine Learning and Cybernetics

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

Review on hydrogen fuel cell condition monitoring and prediction methods

(2018) Rong-Heng Lin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Fuel cell health prognosis using Unscented Kalman Filter: Postal fuel cell electric vehicles case study

(2018) Kui Chen et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

PHM-oriented Degradation Indicators for Batteries and Fuel Cells

(2017) D. Zhang et al.   Fuel Cells

Temperature Control for Proton Exchange Membrane Fuel Cell based on Current Constraint with Consideration of Limited Cooling Capacity

(2017) F. Chen et al.   Fuel Cells

Modeling of gas diffusion layers with curved fibers using a genetic algorithm

(2017) Sima Didari et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

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

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

A novel health indicator for PEMFC state of health estimation and remaining useful life prediction

(2017) Jiayu Chen 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

A review on prognostics and health monitoring of proton exchange membrane fuel cell

(2017) Thamo Sutharssan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Extended Kalman Filter for prognostic of Proton Exchange Membrane Fuel Cell

(2016) Mathieu Bressel et al.   APPLIED ENERGY

Fuel Cell Lifespan Optimization by Developing a Power Switch Fault-Tolerant Control in a Floating Interleaved Boost Converter

(2016) D. Guilbert et al.   Fuel Cells

A Non-Intrusive Signal-Based Method for a Proton Exchange Membrane Fuel Cell Fault Diagnosis

(2016) E. Pahon et al.   Fuel Cells

Remaining Useful Life Prediction and Uncertainty Quantification of Proton Exchange Membrane Fuel Cell Under Variable Load

(2016) Mathieu Bressel et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Modified Relevance Vector Machine for PEM Fuel-Cell Stack Aging Prediction

(2016) Yiming Wu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation

(2016) Marine Jouin et al.   IEEE TRANSACTIONS ON RELIABILITY

Solid oxide fuel cell fault diagnosis and ageing estimation based on wavelet transform approach

(2016) E. Pahon et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Selection of optimal sensors for predicting performance of polymer electrolyte membrane fuel cell

(2016) Lei Mao 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

An Improved Incremental Learning Approach for KPI Prognosis of Dynamic Fuel Cell System

(2016) Shen Yin et al.   IEEE Transactions on Cybernetics

Statistical Analysis of the Effect of the Temperature and Inlet Humidities on the Parameters of a PEMFC Model

(2015) J. J. Giner-Sanz et al.   Fuel Cells

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

Signal Processing and Stochastic Filtering for EIS Based PHM of Fuel Cell Systems

(2014) M. Gašperin et al.   Fuel Cells

Detection of Cells State-of-Health in PEM Fuel Cell Stack Using EIS Measurements Coupled with Multiphysics Modeling

(2014) S. Chevalier et al.   Fuel Cells

The degradation study of Nafion/PTFE composite membrane in PEM fuel cell under accelerated stress tests

(2014) Bingbing Wu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Model for the Degradation Performance of a Single-Cell Direct Methanol Fuel Cell under Varying Operational Conditions

(2013) A. Kianimanesh et al.   Fuel Cells

Prognostics of PEM fuel cell in a particle filtering framework

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

Electrochemical Ostwald ripening of Pt and Ag catalysts supported on carbon

(2013) Preethy Parthasarathy et al.   JOURNAL OF POWER SOURCES

Modeling and Optimization of Anode-Supported Solid Oxide Fuel Cells on Cell Parameters via Artificial Neural Network and Genetic Algorithm

(2012) S. Bozorgmehri et al.   Fuel Cells

Performance loss of proton exchange membrane fuel cell due to hydrophobicity loss in gas diffusion layer: Analysis by multiscale approach combining pore network and performance modelling

(2011) Joël Pauchet et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Prediction and analysis of the cathode catalyst layer performance of proton exchange membrane fuel cells using artificial neural network and statistical methods

(2010) N. Khajeh-Hosseini-Dalasm et al.   JOURNAL OF POWER SOURCES

Review: Durability and Degradation Issues of PEM Fuel Cell Components

(2008) F. A. de Bruijn et al.   Fuel Cells