Coupling flow channel optimization and Bagging neural network to achieve performance prediction for proton exchange membrane fuel cells with varying imitated water-drop block channel

Influences of assembly pressure and flow channel size on performances of proton exchange membrane fuel cells based on a multi-model

(2022) Lei Shi et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A novel long short-term memory networks-based data-driven prognostic strategy for proton exchange membrane fuel cells

(2022) Chu Wang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Multi-Variate Optimization of Polymer Electrolyte Membrane Fuel Cells in Consideration of Effects of GDL Compression and Intrusion

(2022) Jaeyoo Choi et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Prognostics for remaining useful life estimation in proton exchange membrane fuel cell by dynamic recurrent neural networks

(2022) Te-Jen Chang et al.   Energy Reports

Proton membrane fuel cell stack performance prediction through deep learning method

(2022) Jiangtao Fu et al.   Energy Reports

Remaining useful life prediction of PEMFC systems under dynamic operating conditions

(2021) Zhiguang Hua et al.   ENERGY CONVERSION AND MANAGEMENT

Geometry optimization and pressure analysis of a proton exchange membrane fuel cell stack

(2021) Wei-Hsin Chen et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Multi-objective optimization of PEM fuel cell by coupled significant variables recognition, surrogate models and a multi-objective genetic algorithm

(2021) Hongwei Li et al.   ENERGY CONVERSION AND MANAGEMENT

Thermodynamic and economic study of PEMFC stack considering degradation characteristic

(2021) Xi Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Performance of Proton Exchange Membrane Fuel Cells with Honeycomb-like Flow Channel Design

(2021) Shuanyang Zhang et al.   ENERGY

Modeling, design, materials and fabrication of bipolar plates for proton exchange membrane fuel cell: A review

(2021) Kangning Xiong et al.   APPLIED ENERGY

Evaluation Criterion of Proton Exchange Membrane (ECPEM) fuel cells considering inserted porous media inside the gas flow channel

(2021) Hossein Pourrahmani et al.   APPLIED THERMAL ENGINEERING

Design and optimization of a novel composite bionic flow field structure using three-dimensional multiphase computational fluid dynamic method for proton exchange membrane fuel cell

(2021) Lei Xia et al.   ENERGY CONVERSION AND MANAGEMENT

Proton exchange membrane fuel cell integrated with microchannel membrane-based absorption cooling for hydrogen vehicles

(2021) Wei Wu et al.   RENEWABLE ENERGY

Adaptive neural control of PEMFC system based on data-driven and reinforcement learning approaches

(2021) Christophe Lin-Kwong-Chon et al.   CONTROL ENGINEERING PRACTICE

Optimization of blocked channel design for a proton exchange membrane fuel cell by coupled genetic algorithm and three-dimensional CFD modeling

(2020) Wei-Zhuo Li et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Numerical and experimental investigation of baffle plate arrangement on proton exchange membrane fuel cell performance

(2020) Xuefeng Wang et al.   JOURNAL OF POWER SOURCES

Numerical investigation of multi-layered porosity in the gas diffusion layer on the performance of a PEM fuel cell

(2020) Brajesh Kumar Kanchan et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Performance prediction and power density maximization of a proton exchange membrane fuel cell based on deep belief network

(2020) Hong-Wei Li et al.   JOURNAL OF POWER SOURCES

Effect of superior mesenteric artery branch structure-based flow field on PEMFC performance

(2020) Haozhong Huang et al.   ENERGY CONVERSION AND MANAGEMENT

Geometry optimization of a novel M-like flow field in a proton exchange membrane fuel cell

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

A multi-objective parametric study of the claw hydrogen pump for fuel cell vehicles using taguchi method and ANN

(2020) Pengtai Gu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Three-dimensional multiphase model of proton exchange membrane fuel cell with honeycomb flow field at the cathode side

(2019) Seyed Ali Atyabi et al.   JOURNAL OF CLEANER PRODUCTION

Optimization and matching for range-extenders of electric vehicles with artificial neural network and genetic algorithm

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

Parameter study of high-temperature proton exchange membrane fuel cell using data-driven models

(2019) Guangya Zhu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Design and optimization of bio-inspired wave-like channel for a PEM fuel cell applying genetic algorithm

(2019) Genchun Cai et al.   ENERGY

Optimal design of a novel M-like channel in bipolar plates of proton exchange membrane fuel cell based on minimum entropy generation

(2019) Zhongmin Wan et al.   ENERGY CONVERSION AND MANAGEMENT

Numerical investigation on the characteristics of mass transport and performance of PEMFC with baffle plates installed in the flow channel

(2018) Yan Yin et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Performance investigation of PEMFC with rectangle blockages in Gas Channel based on field synergy principle

(2018) Jun Shen et al.   HEAT AND MASS TRANSFER

Flow field bipolar plates in a proton exchange membrane fuel cell: Analysis & modeling

(2017) Huseyin Kahraman et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-objective optimization of operating conditions and channel structure for a proton exchange membrane fuel cell

(2017) Zhichun Liu et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

The optimization of channels for a proton exchange membrane fuel cell applying genetic algorithm

(2017) Xiangbing Zeng et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Influences of bipolar plate channel blockages on PEM fuel cell performances

(2016) Hadi Heidary et al.   ENERGY CONVERSION AND MANAGEMENT

A three-dimensional numerical investigation of trapezoid baffles effect on non-isothermal reactant transport and cell net power in a PEMFC

(2015) Shiang-Wuu Perng et al.   APPLIED ENERGY

A Review of Metallic Bipolar Plates for Proton Exchange Membrane Fuel Cells: Materials and Fabrication Methods

(2012) Shahram Karimi et al.   Advances in Materials Science and Engineering

Investigation of bio-inspired flow channel designs for bipolar plates in proton exchange membrane fuel cells

(2008) Jason P. Kloess et al.   JOURNAL OF POWER SOURCES