Classification, summarization and perspective on modeling techniques for polymer electrolyte membrane fuel cell
暂无分享,去创建一个
[1] Zhenning Liu,et al. Plant vs. Animal Prototype for Designing Bio-inspired PEMFC Flow Fields: Corn Veins or Murray’s Law? , 2022, Journal of Bionic Engineering.
[2] Qing Du,et al. Enabling real-time optimization of dynamic processes of proton exchange membrane fuel cell: Data-driven approach with semi-recurrent sliding window method , 2021 .
[3] P. Ming,et al. Study on the thermal transient of cathode catalyst layer in proton exchange membrane fuel cell under dynamic loading with a two-dimensional model , 2021, Chemical Engineering Journal.
[4] Shuangfeng Wang,et al. Modeling, design, materials and fabrication of bipolar plates for proton exchange membrane fuel cell: A review , 2021 .
[5] Shichun Yang,et al. An Innovative State-of-charge Estimation Method of Lithium-ion Battery Based on 5th-order Cubature Kalman Filter , 2021, Automotive Innovation.
[6] M. Zadeh,et al. Dynamic Modelling of Fuel Cell Systems for Electric Propulsion , 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society.
[7] G. Maranzana,et al. Modeling a Proton Exchange Membrane Fuel Cell Stack Cell by Cell: Illustration of a Mechanism for the Propagation of Degradations , 2021, Journal of The Electrochemical Society.
[8] Tong Zhang,et al. Online voltage consistency prediction of proton exchange membrane fuel cells using a machine learning method , 2021, International Journal of Hydrogen Energy.
[9] Zhongjun Hou,et al. Data-based flooding fault diagnosis of proton exchange membrane fuel cell systems using LSTM networks , 2021 .
[10] Hongwei Li,et al. Multi-objective optimization of PEM fuel cell by coupled significant variables recognition, surrogate models and a multi-objective genetic algorithm , 2021 .
[11] Mingzhang Pan,et al. A review of membranes in proton exchange membrane fuel cells: Transport phenomena, performance and durability , 2021 .
[12] L. Du,et al. Proton Exchange Membrane (PEM) Fuel Cells with Platinum Group Metal (PGM)-Free Cathode , 2021, Automotive Innovation.
[13] T. Sun,et al. Cathode Design for Proton Exchange Membrane Fuel Cells in Automotive Applications , 2021, Automotive Innovation.
[14] Shuiguang Tong,et al. Modeling and dynamic performance research on proton exchange membrane fuel cell system with hydrogen cycle and dead-ended anode , 2021 .
[15] M. Karthik,et al. An intelligent parametric modeling and identification of a 5 kW ballard PEM fuel cell system based on dynamic recurrent networks with delayed context units , 2021 .
[16] Yun Wang,et al. Recent progress of gas diffusion layer in proton exchange membrane fuel cell: Two-phase flow and material properties , 2021 .
[17] Özcan Atlam,et al. A practical Equivalent Electrical Circuit model for Proton Exchange Membrane Fuel Cell (PEMFC) systems , 2021 .
[18] Z. Qu,et al. A Molecular Model of PEMFC Catalyst Layer: Simulation on Reactant Transport and Thermal Conduction , 2021, Membranes.
[19] Yun Wang,et al. Optimization of porous media flow field for proton exchange membrane fuel cell using a data-driven surrogate model , 2020 .
[20] J. F. Fardin,et al. Modeling and experimental validation of a PEM fuel cell in steady and transient regimes using PSCAD/EMTDC software , 2020 .
[21] Guobin Zhang,et al. “3D+1D” modeling approach toward large-scale PEM fuel cell simulation and partitioned optimization study on flow field , 2020 .
[22] Liyan Zhang,et al. Control oriented data driven linear parameter varying model for proton exchange membrane fuel cell systems , 2020 .
[23] B. Krishnamurthy,et al. A 3 dimensional numerical model to study the effect of GDL porosity on high temperature PEM fuel cells , 2020 .
[24] Kui Jiao,et al. Multi-physics-resolved digital twin of proton exchange membrane fuel cells with a data-driven surrogate model , 2020 .
[25] B. Sundén,et al. On neural network modeling to maximize the power output of PEMFCs , 2020, Electrochimica Acta.
[26] K. Jiao,et al. Two-dimensional simulation of cold start processes for proton exchange membrane fuel cell with different hydrogen flow arrangements , 2020 .
[27] Kai Strunz,et al. Modeling of multi-physics transients in PEM fuel cells using equivalent circuits for consistent representation of electric, pneumatic, and thermal quantities , 2020 .
[28] Mingzhang Pan,et al. Impact of nonuniform reactant flow rate on the performance of proton exchange membrane fuel cell stacks , 2020 .
[29] Daniel Hissel,et al. Degradation prediction of PEM fuel cell based on artificial intelligence , 2020 .
[30] Zhiguang Hua,et al. Remaining useful life prediction of PEMFC systems based on the multi-input echo state network , 2020 .
[31] E. Kjeang,et al. Empirical modeling of cathode electrode durability in polymer electrolyte fuel cells , 2020 .
[32] K. Jiao,et al. Investigation of performance heterogeneity of PEMFC stack based on 1+1D and flow distribution models , 2020 .
[33] Bowen Wang,et al. AI-based optimization of PEM fuel cell catalyst layers for maximum power density via data-driven surrogate modeling , 2020 .
[34] K. Jiao,et al. A comprehensive proton exchange membrane fuel cell system model integrating various auxiliary subsystems , 2019 .
[35] Hossein Askaripour. Effect of operating conditions on the performance of a PEM fuel cell , 2019 .
[36] Bahare Jahani Kaldehi,et al. A numerical model for estimation of water droplet size in the anode channel of a proton exchange membrane fuel cell , 2019 .
[37] F. J. Asensio,et al. Analysis of electrochemical and thermal models and modeling techniques for polymer electrolyte membrane fuel cells , 2019, Renewable and Sustainable Energy Reviews.
[38] Tong Zhang,et al. A vehicular proton exchange membrane fuel cell system co-simulation modeling method based on the stack internal distribution parameters monitoring , 2019, Energy Conversion and Management.
[39] P. Sui,et al. Modeling of PEM Fuel Cell Catalyst Layers: Status and Outlook , 2019, Electrochemical Energy Reviews.
[40] Tabbi Wilberforce,et al. Numerical modelling and CFD simulation of a polymer electrolyte membrane (PEM) fuel cell flow channel using an open pore cellular foam material. , 2019, The Science of the total environment.
[41] Chizhou Yan,et al. On-line fault diagnosis for proton exchange membrane fuel cells based on a fast electrochemical impedance spectroscopy measurement , 2019, Journal of Power Sources.
[42] Z. Qu,et al. Three-dimensional modeling of a PEMFC with serpentine flow field incorporating the impacts of electrode inhomogeneous compression deformation , 2019, International Journal of Hydrogen Energy.
[43] Elena Carcadea,et al. Influence of catalyst structure on PEM fuel cell performance – A numerical investigation , 2019, International Journal of Hydrogen Energy.
[44] Ligang Wu,et al. Disturbance-Observer-Based Control for Air Management of PEM Fuel Cell Systems via Sliding Mode Technique , 2019, IEEE Transactions on Control Systems Technology.
[45] Jianqiu Li,et al. A novel diagnostic methodology for fuel cell stack health: Performance, consistency and uniformity , 2019, Energy Conversion and Management.
[46] Fei Gao,et al. Data-driven proton exchange membrane fuel cell degradation predication through deep learning method , 2018, Applied Energy.
[47] Guobin Zhang,et al. Three-dimensional multi-phase simulation of PEMFC at high current density utilizing Eulerian-Eulerian model and two-fluid model , 2018, Energy Conversion and Management.
[48] Q. Du,et al. Modeling and design of PEM fuel cell stack based on a flow network method , 2018, Applied Thermal Engineering.
[49] Ahmed Benzaoui,et al. Channel to rib width ratio influence with various flow field designs on performance of PEM fuel cell , 2018, Energy Conversion and Management.
[50] N. Rajasekar,et al. A comprehensive review on parameter estimation techniques for Proton Exchange Membrane fuel cell modelling , 2018, Renewable and Sustainable Energy Reviews.
[51] S. Chevalier,et al. Analytical solutions and dimensional analysis of pseudo 2D current density distribution model in PEM fuel cells , 2018, Renewable Energy.
[52] Guobin Zhang,et al. Multi-phase models for water and thermal management of proton exchange membrane fuel cell: A review , 2018, Journal of Power Sources.
[53] Y. Bultel,et al. Design optimization of rib/channel patterns in a PEMFC through performance heterogeneities modelling , 2018 .
[54] J. J. Giner-Sanz,et al. Mechanistic equivalent circuit modelling of a commercial polymer electrolyte membrane fuel cell , 2018 .
[55] Michael C. Georgiadis,et al. Model predictive control (MPC) strategies for PEM fuel cell systems – A comparative experimental demonstration , 2018 .
[56] T. Taner. Energy and exergy analyze of PEM fuel cell: A case study of modeling and simulations , 2018 .
[57] A. Neimark,et al. Coarse-grained model of nanoscale segregation, water diffusion, and proton transport in Nafion membranes. , 2018, The Journal of chemical physics.
[58] Wan Ramli Wan Daud,et al. PEM fuel cell system control: A review , 2017 .
[59] D. S. Falcão,et al. 1D + 3D two-phase flow numerical model of a proton exchange membrane fuel cell , 2017 .
[60] A. Ranjbar,et al. A numerical study on thermal analysis and cooling flow fields effect on PEMFC performance , 2017 .
[61] N. Rajasekar,et al. Genetic Algorithm-based Modeling of PEM Fuel Cells Suitable for Integration in DC Microgrids , 2017 .
[62] Minjin Kim,et al. PEMFC modeling based on characterization of effective diffusivity in simulated cathode catalyst layer , 2017 .
[63] Zuomin Dong,et al. Load profile based empirical model for the lifetime prediction of an automotive PEM fuel cell , 2017 .
[64] Y. Shul,et al. Synthesis of Durable Small-sized Bilayer Au@Pt Nanoparticles for High Performance PEMFC Catalysts , 2017 .
[65] Quan Liao,et al. A review on modelling of high temperature proton exchange membrane fuel cells (HT-PEMFCs) , 2017 .
[66] Erik Kjeang,et al. Empirical membrane lifetime model for heavy duty fuel cell systems , 2016 .
[67] F. Rosa,et al. Experimental validation of the polarization curve and the temperature distribution in a PEMFC stack using a one dimensional analytical model , 2016 .
[68] J. Pauchet,et al. Pore network modelling of condensation in gas diffusion layers of proton exchange membrane fuel cells , 2016 .
[69] Gen Inoue,et al. Effect of porous structure of catalyst layer on effective oxygen diffusion coefficient in polymer electrolyte fuel cell , 2016 .
[70] Jianqiu Li,et al. Analytical calculation and evaluation of water transport through a proton exchange membrane fuel cell based on a one-dimensional model , 2016 .
[71] Y. Bultel,et al. A pseudo-3D model to investigate heat and water transport in large area PEM fuel cells – Part 1: Model development and validation , 2016 .
[72] Kyoungyoun Kim,et al. Numerical study on the effects of gas humidity on proton-exchange membrane fuel cell performance , 2016 .
[73] Dino Isa,et al. Modeling of commercial proton exchange membrane fuel cell using support vector machine , 2016 .
[74] Chang-Bock Chung,et al. Performance prediction and analysis of a PEM fuel cell operating on pure oxygen using data-driven models: A comparison of artificial neural network and support vector machine , 2016 .
[75] Daniel Hissel,et al. Dynamic modeling and experimental analysis of PEMFCs: A comparative study , 2016 .
[76] Cesare Pianese,et al. Performance and degradation of Proton Exchange Membrane Fuel Cells: State of the art in modeling from atomistic to system scale , 2016 .
[77] J. D. Lile,et al. Theoretical modeling of the PEMFC catalyst layer: A review of atomistic methods , 2015 .
[78] Liejin Guo,et al. A study on current overshoot during start-ups and optimal start-up strategy of proton exchange membrane fuel cells , 2015 .
[79] Daniel Hissel,et al. Data-driven diagnosis of PEM fuel cell: A comparative study , 2014 .
[80] Bo-Hyung Cho,et al. Equivalent Circuit Modeling of PEM Fuel Cell Degradation Combined With a LFRC , 2013, IEEE Transactions on Industrial Electronics.
[81] Li Chen,et al. Multi-scale modeling of proton exchange membrane fuel cell by coupling finite volume method and lattice Boltzmann method , 2013 .
[82] Vijayachitra Senniappan,et al. Investigation of Water Management Dynamics on the Performance of a Ballard-Mark-V Proton Exchange Membrane Fuel Cell Stack System , 2013, International Journal of Electrochemical Science.
[83] Michael C. Georgiadis,et al. On-line nonlinear model predictive control of a PEM fuel cell system , 2013 .
[84] Dong Min Kim,et al. Impact of metallic bipolar plates on cold-start behaviors of Polymer Electrolyte Fuel Cells (PEFCs) , 2012 .
[85] Bernard Davat,et al. An Equivalent Electrical Circuit Model of Proton Exchange Membrane Fuel Cells Based on Mathematical Modelling , 2012 .
[86] T. Colinart,et al. 2+1D modelling of a polymer electrolyte fuel cell with glassy-carbon microstructures , 2012 .
[87] Werner Lehnert,et al. 3D modeling of a 200 cm2 HT-PEFC short stack , 2012 .
[88] M. Nishino,et al. Effects of Cathode Catalyst Layer Structure and Properties Dominating Polymer Electrolyte Fuel Cell Performance , 2011 .
[89] Michael C. Georgiadis,et al. Modeling, simulation and experimental validation of a PEM fuel cell system , 2011, Comput. Chem. Eng..
[90] Akeel A. Shah,et al. Recent trends and developments in polymer electrolyte membrane fuel cell modelling , 2011 .
[91] Vincenzo Antonucci,et al. High power fuel cell simulator based on artificial neural network , 2010 .
[92] Ned Djilali,et al. Pore Scale Simulation of Transport and Electrochemical Reactions in Reconstructed PEMFC Catalyst Layers , 2010 .
[93] Changchun Ke,et al. Experimental and modeling study on water dynamic transport of the proton exchange membrane fuel cell under transient air flow and load change , 2010 .
[94] Woojin Choi,et al. Development of a method to estimate the lifespan of proton exchange membrane fuel cell using electrochemical impedance spectroscopy , 2010 .
[95] D. Wilkinson,et al. A critical review of two-phase flow in gas flow channels of proton exchange membrane fuel cells , 2010 .
[96] H. Salehfar,et al. Equivalent Electric Circuit Modeling and Performance Analysis of a PEM Fuel Cell Stack Using Impedance Spectroscopy , 2010, IEEE Transactions on Energy Conversion.
[97] Ali Keyhani,et al. State-Space Modeling of Proton Exchange Membrane Fuel Cell , 2010, IEEE Transactions on Energy Conversion.
[98] Abdellatif Miraoui,et al. A Multiphysic Dynamic 1-D Model of a Proton-Exchange-Membrane Fuel-Cell Stack for Real-Time Simulation , 2010, IEEE Transactions on Industrial Electronics.
[99] Y. Bultel,et al. EIS measurements in the diagnosis of the environment within a PEMFC stack , 2010 .
[100] Soosan Rowshanzamir,et al. Modelling and simulation of the steady-state and dynamic behaviour of a PEM fuel cell , 2010 .
[101] Yuh-Shan Ho,et al. Gas diffusion layer for proton exchange membrane fuel cells—A review , 2009 .
[102] Ashwin M. Khambadkone,et al. Modeling of a PEM Fuel-Cell Stack for Dynamic and Steady-State Operation Using ANN-Based Submodels , 2009, IEEE Transactions on Industrial Electronics.
[103] Félix Barreras,et al. Study of the distribution of air flow in a proton exchange membrane fuel cell stack , 2009 .
[104] Roger A. Dougal,et al. Multiple model predictive control for a hybrid proton exchange membrane fuel cell system , 2009 .
[105] D. S. Falcão,et al. Water transport through a PEM fuel cell: A one-dimensional model with heat transfer effects , 2009 .
[106] Christopher Hebling,et al. Experimental and numerical studies of portable PEMFC stack , 2009 .
[107] Y. Wang,et al. Modeling and Dynamic Characteristic Simulation of a Proton Exchange Membrane Fuel Cell , 2009, IEEE Transactions on Energy Conversion.
[108] Jer‐Huan Jang,et al. Effects of operating conditions on the performances of individual cell and stack of PEM fuel cell , 2008 .
[109] P.N. Enjeti,et al. A Modular Fuel Cell, Modular DC–DC Converter Concept for High Performance and Enhanced Reliability , 2008, IEEE Transactions on Power Electronics.
[110] Guangyi Cao,et al. Identification of the Hammerstein model of a PEMFC stack based on least squares support vector machines , 2008 .
[111] Jian Colin Sun,et al. AC impedance technique in PEM fuel cell diagnosis—A review , 2007 .
[112] Sebastián Dormido,et al. Diagnosis of PEM Fuel Cells through Current Interruption , 2007 .
[113] Myoungho Sunwoo,et al. A lumped parameter model of the polymer electrolyte fuel cell , 2007 .
[114] D. Brandell,et al. Molecular dynamics studies of the Nafion®, Dow® and Aciplex® fuel-cell polymer membrane systems , 2007, Journal of molecular modeling.
[115] Keith Promislow,et al. Reduced dimensional computational models of polymer electrolyte membrane fuel cell stacks , 2007, J. Comput. Phys..
[116] Ugo Reggiani,et al. Modelling a PEM fuel cell stack with a nonlinear equivalent circuit , 2007 .
[117] Jian Colin Sun,et al. AC impedance diagnosis of a 500 W PEM fuel cell stack ☆: Part I: Stack impedance , 2006 .
[118] Zuomin Dong,et al. Optimization of a PEM fuel cell system based on empirical data and a generalized electrochemical semi-empirical model , 2006 .
[119] B. Yi,et al. Two dimensional modeling study of PBI/H3PO4 high temperature PEMFCs based on electrochemical methods , 2006 .
[120] M. Ouyang,et al. Modeling and control of air stream and hydrogen flow with recirculation in a PEM fuel cell system - I. Control-oriented modeling , 2006 .
[121] Belkacem Ould-Bouamama,et al. Model based PEM fuel cell state-of-health monitoring via ac impedance measurements , 2006 .
[122] Song-Yul Choe,et al. Modeling and simulation of a PEM fuel cell stack considering temperature effects , 2006 .
[123] Keith Promislow,et al. Electrical coupling in proton exchange membrane fuel cell stacks , 2005 .
[124] Gholamreza Karimi,et al. Performance analysis and optimization of PEM fuel cell stacks using flow network approach , 2005 .
[125] Norman Munroe,et al. Review and comparison of approaches to proton exchange membrane fuel cell modeling , 2005 .
[126] A. A. Kulikovsky,et al. Semi-analytical 1D + 1D model of a polymer electrolyte fuel cell , 2004 .
[127] Anna G. Stefanopoulou,et al. Control-Oriented Modeling and Analysis for Automotive Fuel Cell Systems , 2004 .
[128] Keith Wipke,et al. MODEL SELECTION CRITERIA , 2022 .
[129] Daniel Hissel,et al. On-board fuel cell power supply modeling on the basis of neural network methodology , 2003 .
[130] San Ping Jiang,et al. A mathematical model of polymer electrolyte fuel cell with anode CO kinetics , 2003 .
[131] S. Hyodo,et al. A Computer Simulation Study of the Mesoscopic Structure of the Polyelectrolyte Membrane Nafion , 2003 .
[132] P. Lund,et al. Measurement of ohmic voltage losses in individual cells of a PEMFC stack , 2002 .
[133] Anna G. Stefanopoulou,et al. Modeling and control for PEM fuel cell stack system , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).
[134] G. Maggio,et al. Modeling polymer electrolyte fuel cells: an innovative approach , 2001 .
[135] Pierre R. Roberge,et al. Development and application of a generalised steady-state electrochemical model for a PEM fuel cell , 2000 .
[136] Terrill B. Atwater,et al. Fuel cell/electrochemical capacitor hybrid for intermittent high power applications , 1999 .
[137] C. Chamberlin,et al. Modeling of Proton Exchange Membrane Fuel Cell Performance with an Empirical Equation , 1995 .
[138] T. Springer,et al. Polymer Electrolyte Fuel Cell Model , 1991 .
[139] R. Schlögl,et al. Über das Verhalten geladener Porenmembranen bei Stromdurchgang. , 1955 .
[140] Xiaohong Yang,et al. Experimental and modeling study on dynamic characteristics of a 65 kW dual-stack proton exchange membrane fuel cell system during start-up operation , 2021 .
[141] Zhuqian Zhang,et al. Three dimensional two-phase and non-isothermal numerical simulation of multi-channels PEMFC , 2019, International Journal of Hydrogen Energy.
[142] Olivier Tremblay,et al. Development of a generic fuel cell model: application to a fuel cell vehicle simulation , 2012 .
[143] Ki Tae Park,et al. Numerical modeling and experimental study of the influence of GDL properties on performance in a PEMFC , 2011 .
[144] P. R. Pathapati,et al. A new dynamic model for predicting transient phenomena in a PEM fuel cell system , 2005 .
[145] N. Djilali,et al. Influence of heat transfer on gas and water transport in fuel cells , 2002 .