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Journal Articles

Study on Model Evolution Method Based on the Hybrid modeling Technology with Support Vector Machine for a SOFC-GT System

Jinwei Chen, Shengnan Sun, Yao Chen, Huisheng Zhang, Zhenhua Lu

J. Electrochem. En. Conv. Stor.

Paper No: JEECS-22-1020

DOI: https://doi.org/10.1115/1.4054847

Published Online: June 20, 2022

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Topics: Modeling, Solid oxide fuel cells, Support vector machines, Cycles, Design, Errors, Algorithms, Current density, Engineering simulation, Fuel cells

Journal Articles

Study on the Capacity Degradation Mechanism and Capacity Predication of Lithium-ion Battery under Different Vibration Conditions in Six Degrees-of-Freedom

Wenhua Li, Mingze He, Yangyang Wang, Fangxu Shao

J. Electrochem. En. Conv. Stor.

Paper No: JEECS-22-1005

DOI: https://doi.org/10.1115/1.4054783

Published Online: June 13, 2022

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Topics: Degrees of freedom, Lithium-ion batteries, Vibration, Batteries, Roads, Battery life, China, Cycles, Damage, Durability

Journal Articles

Developing Potential Energy Surfaces for Graphene-based 2D-3D Interfaces from Modified High Dimensional Neural Networks for Applications in Energy Storage

Vidushi Sharma, Dibakar Datta

J. Electrochem. En. Conv. Stor.

Paper No: JEECS-22-1032

DOI: https://doi.org/10.1115/1.4054781

Published Online: June 13, 2022

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Topics: Artificial neural networks, Energy storage, Graphene, Potential energy, Simulation, Atoms, Design, Chemistry, Cycles, Databases

Journal Articles

Emulating Spatial and Temporal Outputs From Fuel Cell and Battery Models: A Comparison of Deep Learning and Gaussian Process Models

W. W. Xing, S. Dai, A. A. Shah, L. Luo, Q. Xu, P. K. Leung

J. Electrochem. En. Conv. Stor. February 2023, 20(1): 011007.

Paper No: JEECS-21-1235

DOI: https://doi.org/10.1115/1.4054195

Published Online: May 12, 2022

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Topics: Batteries, Errors, Fuel cells, Dimensions, Scalars

Includes: Supplementary data

Journal Articles

Lithium-Ion Battery State of Health Estimation Based on Electrochemical Impedance Spectroscopy and Cuckoo Search Algorithm Optimized Elman Neural Network

Chun Chang, Shaojin Wang, Jiuchun Jiang, Yang Gao, Yan Jiang, Li Liao

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030912.

Paper No: JEECS-21-1277

DOI: https://doi.org/10.1115/1.4054128

Published Online: April 8, 2022

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Topics: Algorithms, Artificial neural networks, Batteries, Electrochemical impedance spectroscopy, Lithium-ion batteries, Cycles, Temperature, Battery life, Errors, Principal component analysis

Journal Articles

Lithium Battery Remaining Useful Life Prediction Based on Multi-Kernel Support Vector Regression With Hybrid Optimization Algorithm

Hao Li, Lijun Fu, Yan Zhang

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031006.

Paper No: JEECS-21-1160

DOI: https://doi.org/10.1115/1.4053613

Published Online: March 7, 2022

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Topics: Batteries, Lithium, Optimization, Optimization algorithms, Service life (Equipment), Support vector machines, Errors

Journal Articles

A Novel Trigger Mechanism for a Dual-Filter to Improve the State-of-Charge Estimation of Lithium-Ion Batteries

Chuanxiang Yu, Rui Huang, Zhaoyu Sang, Shiya Yang

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030906.

Paper No: JEECS-21-1142

DOI: https://doi.org/10.1115/1.4052993

Published Online: February 4, 2022

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Topics: Algorithms, Filters, Particulate matter, Batteries, Kalman filters, Temperature, Cycles, Errors, Lithium-ion batteries

Journal Articles

Short-Term Prediction of Remaining Life for Lithium-Ion Battery Based on Adaptive Hybrid Model With Long Short-Term Memory Neural Network and Optimized Particle Filter

Ning He, Cheng Qian, Lile He

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031004.

Paper No: JEECS-21-1144

DOI: https://doi.org/10.1115/1.4053141

Published Online: February 4, 2022

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Topics: Artificial neural networks, Batteries, Filters, Lithium-ion batteries, Particulate matter, Service life (Equipment), Errors, Neural network models

Journal Articles

A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on Gated Recurrent Unit Neural Network and an Adaptive Unscented Kalman Filter

Shuai Xu, Fei Zhou, Yuchen Liu

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031005.

Paper No: JEECS-21-1172

DOI: https://doi.org/10.1115/1.4053361

Published Online: February 4, 2022

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Topics: Artificial neural networks, Batteries, Cycles, Errors, Kalman filters, Temperature, Lithium-ion batteries, Signals, Algorithms, Testing

Journal Articles

State of Health Estimation Method for Lithium-Ion Batteries Based on Nonlinear Autoregressive Neural Network Model With Exogenous Input

Yanbo Che, Yibin Cai, Hongfeng Li, Yushu Liu, Mingda Jiang, Peijun Qin

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021014.

Paper No: JEECS-21-1104

DOI: https://doi.org/10.1115/1.4052274

Published Online: November 9, 2021

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Topics: Artificial neural networks, Batteries, Circuits, Cycles, Lithium-ion batteries, Neural network models, Temperature, Errors, Algorithms, Fittings

Journal Articles

State of Charge Estimation Algorithm Based on Fractional-Order Adaptive Extended Kalman Filter and Unscented Kalman Filter

Weijie Liu, Hongliang Zhou, Zeqiang Tang, Tianxiang Wang

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021005.

Paper No: JEECS-21-1086

DOI: https://doi.org/10.1115/1.4051941

Published Online: August 16, 2021

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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium

Journal Articles

Robust Passivity-Based Control Scheme for 1.26 KW Proton Exchange Membrane Fuel Cell Under Temperature and Load Variations

Abdelaziz Zaidi, Asma Charaabi, Oscar Barambones, Nadia Zanzouri

J. Electrochem. En. Conv. Stor. November 2021, 18(4): 040906.

Paper No: JEECS-21-1043

DOI: https://doi.org/10.1115/1.4051331

Published Online: June 15, 2021

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Topics: Design, Fuel cells, Simulation, Stress, Temperature, Proton exchange membrane fuel cells, Control equipment, Errors

Journal Articles

Real-Time State of Charge Estimation of the Extended Kalman Filter and Unscented Kalman Filter Algorithms Under Different Working Conditions

Xiongbin Peng, Yuwu Li, Wei Yang, Akhil Garg

J. Electrochem. En. Conv. Stor. November 2021, 18(4): 041007.

Paper No: JEECS-20-1159

DOI: https://doi.org/10.1115/1.4051254

Published Online: June 4, 2021

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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium-ion batteries, Circuits

Journal Articles

Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves

Quan Zhou, Chongming Wang, Zeyu Sun, Ji Li, Huw Williams, Hongming Xu

J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030907.

Paper No: JEECS-21-1018

DOI: https://doi.org/10.1115/1.4050798

Published Online: April 29, 2021

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Topics: Batteries, Cycles, Feature extraction, Lithium-ion batteries, Testing, Errors, Battery life, Artificial intelligence

Journal Articles

A Novel Approach Investigating the Remaining Useful Life Predication of Retired Power Lithium-Ion Batteries Using Genetic Programming Method

Dongfeng Qi, Congbo Li, Ningbo Wang, Mingli Huang, Zengming Hu, Wei Li

J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030904.

Paper No: JEECS-20-1177

DOI: https://doi.org/10.1115/1.4050510

Published Online: April 12, 2021

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Topics: Batteries, Exergy, Lithium-ion batteries, Service life (Equipment), Cycles, Computer programming, Errors

Journal Articles

An Improved Test Method of LiFePO 4 /Graphene Hybrid Cathode Lithium-Ion Battery and the State of Charge Estimation

Meiying Li, Zhiping Guo, Yuan Li, Wenliang Wu

J. Electrochem. En. Conv. Stor. February 2021, 18(1): 011008.

Paper No: JEECS-19-1169

DOI: https://doi.org/10.1115/1.4046930

Published Online: May 11, 2020

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Topics: Algorithms, Batteries, Circuits, Errors, Graphene, Lithium-ion batteries

Journal Articles

Lithium-Ion Capacitor: Analysis of Thermal Behavior and Development of Three-Dimensional Thermal Model

Gert Berckmans, Jan Ronsmans, Joris Jaguemont, Ahmadou Samba, Noshin Omar, Omar Hegazy, Mahdi Soltani, Yousef Firouz, Peter van den Bossche, Joeri Van Mierlo

J. Electrochem. En. Conv. Stor. November 2017, 14(4): 041005.

Paper No: JEECS-17-1010

DOI: https://doi.org/10.1115/1.4037491

Published Online: September 6, 2017

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Topics: Capacitors, Errors, Heat, Lithium, Simulation, Stress, Temperature, Three-dimensional models, Thermal management, Batteries

Journal Articles

Recursive System Identification and Simulation of Model Predictive Control Based on Experimental Data to Control the Cathode Side Parameters of the Hybrid Fuel Cell/Gas Turbine

Bernardo Restrepo, David Tucker, Larry E. Banta

J. Electrochem. En. Conv. Stor. August 2017, 14(3): 031004.

Paper No: JEECS-16-1145

DOI: https://doi.org/10.1115/1.4036944

Published Online: June 21, 2017

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Topics: Air flow, Control equipment, Design, Dynamics (Mechanics), Electric load, Flow (Dynamics), Fuel cells, Fuels, Gas turbines, Predictive control

Journal Articles

Surrogate Modeling for Spatially Distributed Fuel Cell Models With Applications to Uncertainty Quantification

A. A. Shah

J. Electrochem. En. Conv. Stor. February 2017, 14(1): 011006.

Paper No: JEECS-16-1115

DOI: https://doi.org/10.1115/1.4036491

Published Online: May 30, 2017

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Topics: Approximation, Current density, Fuel cells, Gas diffusion layers, Scalars, Uncertainty, Uncertainty quantification, Water, Oxygen, Modeling

Journal Articles

An Analytical Model for Contact Pressure Prediction Considering Dimensional Error of Stamped Bipolar Plate and Gas Diffusion Layer in Proton Exchange Membrane Fuel Cell Stack Assembly

Linfa Peng, Diankai Qiu, Peiyun Yi, Xinmin Lai

J. Electrochem. En. Conv. Stor. May 2016, 13(2): 021007.

Paper No: JEECS-16-1028

DOI: https://doi.org/10.1115/1.4035099

Published Online: November 22, 2016

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Topics: Errors, Gas diffusion layers, Manufacturing, Pressure, Fuel cells, Stiffness

Journal citation

NARROW

Supplemental Material

Manuscript

Study on Model Evolution Method Based on the Hybrid modeling Technology with Support Vector Machine for a SOFC-GT System

Study on the Capacity Degradation Mechanism and Capacity Predication of Lithium-ion Battery under Different Vibration Conditions in Six Degrees-of-Freedom

Developing Potential Energy Surfaces for Graphene-based 2D-3D Interfaces from Modified High Dimensional Neural Networks for Applications in Energy Storage

Emulating Spatial and Temporal Outputs From Fuel Cell and Battery Models: A Comparison of Deep Learning and Gaussian Process Models

Lithium-Ion Battery State of Health Estimation Based on Electrochemical Impedance Spectroscopy and Cuckoo Search Algorithm Optimized Elman Neural Network

Lithium Battery Remaining Useful Life Prediction Based on Multi-Kernel Support Vector Regression With Hybrid Optimization Algorithm

A Novel Trigger Mechanism for a Dual-Filter to Improve the State-of-Charge Estimation of Lithium-Ion Batteries

Short-Term Prediction of Remaining Life for Lithium-Ion Battery Based on Adaptive Hybrid Model With Long Short-Term Memory Neural Network and Optimized Particle Filter

A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on Gated Recurrent Unit Neural Network and an Adaptive Unscented Kalman Filter

State of Health Estimation Method for Lithium-Ion Batteries Based on Nonlinear Autoregressive Neural Network Model With Exogenous Input

State of Charge Estimation Algorithm Based on Fractional-Order Adaptive Extended Kalman Filter and Unscented Kalman Filter

Robust Passivity-Based Control Scheme for 1.26 KW Proton Exchange Membrane Fuel Cell Under Temperature and Load Variations

Real-Time State of Charge Estimation of the Extended Kalman Filter and Unscented Kalman Filter Algorithms Under Different Working Conditions

Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves

A Novel Approach Investigating the Remaining Useful Life Predication of Retired Power Lithium-Ion Batteries Using Genetic Programming Method

An Improved Test Method of LiFePO 4 /Graphene Hybrid Cathode Lithium-Ion Battery and the State of Charge Estimation

Lithium-Ion Capacitor: Analysis of Thermal Behavior and Development of Three-Dimensional Thermal Model

Recursive System Identification and Simulation of Model Predictive Control Based on Experimental Data to Control the Cathode Side Parameters of the Hybrid Fuel Cell/Gas Turbine

Surrogate Modeling for Spatially Distributed Fuel Cell Models With Applications to Uncertainty Quantification

An Analytical Model for Contact Pressure Prediction Considering Dimensional Error of Stamped Bipolar Plate and Gas Diffusion Layer in Proton Exchange Membrane Fuel Cell Stack Assembly

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