Polymer electrolyte membrane fuel cells degradation prediction using multi-kernel relevance vector regression and whale optimization algorithm

Application of fuel cells with zero-carbon fuels in short-sea shipping

(2022) Maja Perčić et al.   APPLIED ENERGY

Structure majorization on the surface of microporous layer in polymer electrolyte membrane fuel cells to optimize performance and durability

(2021) Rui Lin et al.   ENERGY CONVERSION AND MANAGEMENT

Hybrid fuel cell system degradation modeling methods: A comprehensive review

(2021) L. Vichard et al.   JOURNAL OF POWER SOURCES

Towards net-zero emission cement and power production using Molten Carbonate Fuel Cells

(2021) Daya R. Nhuchhen et al.   APPLIED ENERGY

A short- and long-term prognostic associating with remaining useful life estimation for proton exchange membrane fuel cell

(2021) Zhendong Zhang et al.   APPLIED ENERGY

Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives

(2021) Meiling Yue et al.   RENEWABLE ENERGY

Remaining useful life prediction of PEMFC systems based on the multi-input echo state network

(2020) Zhiguang Hua et al.   APPLIED ENERGY

Soft sensor modeling of industrial process data using kernel latent variables-based relevance vector machine

(2020) Hongbin Liu et al.   APPLIED SOFT COMPUTING

Relevance Vector Machine Image Reconstruction Algorithm for Electrical Capacitance Tomography With Explicit Uncertainty Estimates

(2020) Daniel Ospina-Acero et al.   IEEE SENSORS JOURNAL

Prognostics methods and degradation indexes of proton exchange membrane fuel cells: A review

(2020) Hao Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Bi-directional long short-term memory recurrent neural network with attention for stack voltage degradation from proton exchange membrane fuel cells

(2020) Fu-Kwun Wang et al.   JOURNAL OF POWER SOURCES

Facies Identification Based on Multikernel Relevance Vector Machine

(2020) Xingye Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Lifetime prediction for proton exchange membrane fuel cell under real driving cycles based on platinum particle dissolve model

(2020) Yunjin Ao et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Degradation mechanisms of proton exchange membrane fuel cell under typical automotive operating conditions

(2020) Peng Ren et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Development and application of a comprehensive model-based methodology for fault mitigation of fuel cell powered systems

(2020) Marco Gallo et al.   APPLIED ENERGY

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

(2020) Jian Zuo et al.   APPLIED ENERGY

Performance analysis of PEM fuel cell in mobile application under real traffic and environmental conditions

(2020) Kui Chen et al.   ENERGY CONVERSION AND MANAGEMENT

An Echo State Network for fuel cell lifetime prediction under a dynamic micro-cogeneration load profile

(2020) Rania Mezzi et al.   APPLIED ENERGY

Power management system for a fuel cell/battery hybrid vehicle incorporating fuel cell and battery degradation

(2019) Yongqiang Wang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

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

(2019) Hao Liu et al.   APPLIED ENERGY

Effect of MEA activation method on the long-term performance of PEM fuel cell

(2019) Mohammad Mohammadi Taghiabadi et al.   APPLIED ENERGY

Relevance vector machine for tool wear prediction

(2019) Dongdong Kong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A hybrid prognostic method for system degradation based on particle filter and relevance vector machine

(2019) Yang Chang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2019) Kui Chen et al.   APPLIED ENERGY

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

(2019) Pucheng Pei et al.   APPLIED ENERGY

A review of polymer electrolyte membrane fuel cell durability for vehicular applications: Degradation modes and experimental techniques

(2019) Jian Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

A multi-scale hybrid degradation index for proton exchange membrane fuel cells

(2019) Hao Liu et al.   JOURNAL OF POWER SOURCES

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

Performance degradation prediction of mechanical equipment based on optimized multi-kernel relevant vector machine and fuzzy information granulation

(2019) Fafa Chen et al.   MEASUREMENT

A review of durability test protocols of the proton exchange membrane fuel cells for vehicle

(2018) Huicui Chen et al.   APPLIED ENERGY

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

(2018) Li Zhu et al.   ENERGY

Multiple Kernel Learning for Remote Sensing Image Classification

(2018) Saeid Niazmardi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

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

(2018) Rui Ma et al.   APPLIED ENERGY

Parameter extraction of solar photovoltaic models using an improved whale optimization algorithm

(2018) Guojiang Xiong et al.   ENERGY CONVERSION AND MANAGEMENT

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

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

Impact of dummy load shut-down strategy on performance and durability of proton exchange membrane fuel cell stack

(2018) Yue Yang et al.   JOURNAL OF POWER SOURCES

Multiple Kernel Learning for Hyperspectral Image Classification: A Review

(2017) Yanfeng Gu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

(2017) Majdi M. Mafarja et al.   NEUROCOMPUTING

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

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

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Estimating the end-of-life of PEM fuel cells: Guidelines and metrics

(2016) Marine Jouin et al.   APPLIED ENERGY

Extended Kalman Filter for prognostic of Proton Exchange Membrane Fuel Cell

(2016) Mathieu Bressel et al.   APPLIED ENERGY

Nonlinear Performance Degradation Prediction of Proton Exchange Membrane Fuel Cells Using Relevance Vector Machine

(2016) Yiming Wu et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

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

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

Modeling of commercial proton exchange membrane fuel cell using support vector machine

(2016) Azadeh Kheirandish et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

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

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

Optimizing connection weights in neural networks using the whale optimization algorithm

(2016) Ibrahim Aljarah et al.   SOFT COMPUTING

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

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

A review of the gas diffusion layer in proton exchange membrane fuel cells: Durability and degradation

(2015) Jaeman Park et al.   APPLIED ENERGY

Prognostics of PEM fuel cell in a particle filtering framework

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

Sparse regression mixture modeling with the multi-kernel relevance vector machine

(2013) Konstantinos Blekas et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A review on polymer electrolyte membrane fuel cell catalyst degradation and starvation issues: Causes, consequences and diagnostic for mitigation

(2009) N. Yousfi-Steiner et al.   JOURNAL OF POWER SOURCES