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Journal Articles

Optimization of Thermal Non-Uniformity Challenges in Liquid-Cooled Lithium-Ion Battery Packs Using NSGA-II

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Long Zhou, Shengnan Li, Ankur Jain, Guanghua Sun, Guoqiang Chen, Desui Guo, Jincan Kang, Yong Zhao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2025, 22(4): 041002.
Paper No: JEECS-24-1106
https://doi.org/10.1115/1.4066725
Published Online: November 25, 2024
View Articletitled, Optimization of Thermal Non-Uniformity Challenges in Liquid-Cooled Lithium-Ion Battery Packs Using NSGA-II
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Topics: Batteries, Cooling, Cooling systems, Design, Heat, Lithium-ion batteries, Optimization, Pressure drop, Temperature, Thermal management
Journal Articles

State of Health Estimation Method for Lithium-Ion Batteries Based on Multifeature Fusion and BO-BiGRU Model

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Junchao Zhu, Jun Zhang, Jian Kang, ChengZhi Liu, Hua Chen, Tiezhou Wu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2025, 22(4): 041001.
Paper No: JEECS-24-1146
https://doi.org/10.1115/1.4066872
Published Online: October 30, 2024
View Articletitled, State of Health Estimation Method for Lithium-Ion Batteries Based on Multifeature Fusion and BO-BiGRU Model
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Topics: Batteries, Hafnium, Lithium-ion batteries, Errors, Probability, Optimization, Robustness
Journal Articles

Thermal Management and Optimization of Automotive Film Capacitors Based on Parallel Microchannel Cooling Plates

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Linhao Huang, Tao Yuan, Yansong Wang, Hui Guo, Zhanghao Li, Lihui Zhao, Bin Chang, Yi Wang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2025, 22(3): 031006.
Paper No: JEECS-24-1091
https://doi.org/10.1115/1.4066269
Published Online: September 11, 2024
View Articletitled, Thermal Management and Optimization of Automotive Film Capacitors Based on Parallel Microchannel Cooling Plates
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Topics: Capacitors, Optimization, Temperature, Cooling, Thermal management, Alkaline fuel cells, Microchannels, Heat, Simulation
Journal Articles

Lithium-Ion Battery Health State Estimation Based on Feature Reconstruction and Optimized Least Squares Support Vector Machine

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Tiezhou Wu, Jian Kang, Junchao Zhu, Te Tu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2025, 22(1): 011013.
Paper No: JEECS-24-1015
https://doi.org/10.1115/1.4065666
Published Online: June 24, 2024
View Articletitled, Lithium-Ion Battery Health State Estimation Based on Feature Reconstruction and Optimized Least Squares Support Vector Machine
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Topics: Algorithms, Batteries, Errors, Lithium-ion batteries, Support vector machines, Principal component analysis, State estimation, Cycles, Optimization, Battery life
Journal Articles

Calendar Life Enhancement of Commercial Ultra-High-Rate LiFePO 4 /Graphite Batteries for Electromagnetic Launch

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Xinlin Long, Lang Liu, Ziqing Zeng
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2025, 22(1): 011007.
Paper No: JEECS-24-1009
https://doi.org/10.1115/1.4065279
Published Online: April 26, 2024
View Articletitled, Calendar Life Enhancement of Commercial Ultra-High-Rate LiFePO 4 /Graphite Batteries for Electromagnetic Launch
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Topics: Anodes, Electrolytes, Graphite, Lithium-ion batteries, Optimization, Storage, Batteries
Journal Articles

Lithium-Ion Battery Capacity Prediction Method Based on Improved Extreme Learning Machine

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Zhengyu Liu, Zaijun Huang, Liandong Tang, Hao Wang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2025, 22(1): 011002.
Paper No: JEECS-23-1182
https://doi.org/10.1115/1.4065095
Published Online: April 8, 2024
View Articletitled, Lithium-Ion Battery Capacity Prediction Method Based on Improved Extreme Learning Machine
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Topics: Batteries, Errors, Lithium-ion batteries, Machinery, Manufacturing, Optimization, Feature extraction, Artificial neural networks
Journal Articles

A Review on Low-Temperature Performance Management of Lithium-Ion Batteries

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Jincheng Zhan, Yifei Deng, Yaohui Gao, Jiaoyi Ren, Yuang Liu, Shun Rao, Weifeng Li, Zhenhai Gao, Yupeng Chen
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Review Articles
J. Electrochem. En. Conv. Stor. August 2024, 21(3): 030801.
Paper No: JEECS-23-1032
https://doi.org/10.1115/1.4063611
Published Online: October 26, 2023
View Articletitled, A Review on Low-Temperature Performance Management of Lithium-Ion Batteries
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Topics: Batteries, Heat, Heating, Lithium, Lithium-ion batteries, Low temperature, Plating, Temperature, Optimization
Journal Articles

Optimization on Composition and Structure of Catalyst Layer for High-Temperature Polymer Electrolyte Membrane Fuel Cells

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Tan Meihui, Liu Huiyuan, Su Huaneng, Zhang Weiqi
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Review Articles
J. Electrochem. En. Conv. Stor. November 2023, 20(4): 040801.
Paper No: JEECS-22-1170
https://doi.org/10.1115/1.4056990
Published Online: March 16, 2023
View Articletitled, Optimization on Composition and Structure of Catalyst Layer for High-Temperature Polymer Electrolyte Membrane Fuel Cells
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Topics: Catalysts, Optimization, Proton exchange membrane fuel cells, Binders (Materials), High temperature
Journal Articles

Simple and Effective Fault Diagnosis Method of Power Lithium-Ion Battery Based on GWA-DBN

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Pan Bin, Gao Wen, Peng Yuhang, Hu Zhili, Wang Lujun, Jiang Jiuchun
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031009.
Paper No: JEECS-22-1127
https://doi.org/10.1115/1.4055801
Published Online: October 25, 2022
View Articletitled, Simple and Effective Fault Diagnosis Method of Power Lithium-Ion Battery Based on GWA-DBN
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Topics: Algorithms, Batteries, Fault diagnosis, Lithium-ion batteries, Flaw detection, Machinery, Simulation, Risk-based maintenance, Optimization
Journal Articles

Assessment of Optimization Strategies for Battery Electrode-Active Particles Based on Chemomechanical Analysis

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Weiyang Tang, Zongli Chen, Ying Zhao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2022, 19(4): 041001.
Paper No: JEECS-22-1029
https://doi.org/10.1115/1.4054460
Published Online: May 17, 2022
View Articletitled, Assessment of Optimization Strategies for Battery Electrode-Active Particles Based on Chemomechanical Analysis
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Topics: Coating processes, Coatings, Optimization, Particulate matter, Stress, Surface tension, Batteries, Electrodes
Journal Articles

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

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Hao Li, Lijun Fu, Yan Zhang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031006.
Paper No: JEECS-21-1160
https://doi.org/10.1115/1.4053613
Published Online: March 7, 2022
View Articletitled, Lithium Battery Remaining Useful Life Prediction Based on Multi-Kernel Support Vector Regression With Hybrid Optimization Algorithm
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Topics: Batteries, Lithium, Optimization, Optimization algorithms, Service life (Equipment), Support vector machines, Errors
Journal Articles

Optimization of Cathode Structure for Anode-Supported Planar Solid Oxide Fuel Cell

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Shengliang Fan, Guoli Wang, Lei Yang, Pengwei Liu, Xu Han, Zunlong Jin
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021019.
Paper No: JEECS-21-1116
https://doi.org/10.1115/1.4053641
Published Online: February 16, 2022
View Articletitled, Optimization of Cathode Structure for Anode-Supported Planar Solid Oxide Fuel Cell
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Topics: Anodes, Diffusion (Physics), Optimization, Oxygen, Solid oxide fuel cells, Electrodes, Current density
Journal Articles

Control Co-Design of Lithium-Ion Batteries for Enhanced Fast-Charging and Cycle Life Performances

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Tonghui Cui, Zhuoyuan Zheng, Pingfeng Wang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031001.
Paper No: JEECS-21-1072
https://doi.org/10.1115/1.4053027
Published Online: December 2, 2021
View Articletitled, Control Co-Design of Lithium-Ion Batteries for Enhanced Fast-Charging and Cycle Life Performances
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Topics: Batteries, Design, Lithium-ion batteries, Dynamics (Mechanics), Metamodeling, Simulation, Optimization
Journal Articles

Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins

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N. Ghosh, Akhil Garg, Wei Li, Liang Gao, T. Nguyen-Thoi
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030902.
Paper No: JEECS-21-1084
https://doi.org/10.1115/1.4052042
Published Online: August 23, 2021
View Articletitled, Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins
Open the PDF for Engineering Design of Battery Module for Electric Vehicles: Comprehensive Framework Development Based on Density Functional Theory, Topology Optimization, Machine Learning, Multidisciplinary Design Optimization, and Digital Twins in another window
Topics: Batteries, Design, Electrodes, Optimization
Journal Articles

State of Charge Evaluation of Power Battery Pack Through Multi-Parameter Optimization

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You Xu, Jiehao Li, Wei Xu, Jing Wu, Shuli Li, Qiang Wu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2021, 18(3): 031014.
Paper No: JEECS-20-1141
https://doi.org/10.1115/1.4049575
Published Online: January 28, 2021
View Articletitled, State of Charge Evaluation of Power Battery Pack Through Multi-Parameter Optimization
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Topics: Batteries, Overvoltage, Equilibrium (Physics), Temperature, Optimization
Journal Articles

A Thompson Sampling Efficient Multi-Objective Optimization Algorithm (TSEMO) for Lithium-Ion Battery Liquid-Cooled Thermal Management System: Study of Hydrodynamic, Thermodynamic, and Structural Performance

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A. Garg, Cheng Liu, A. K. Jishnu, Liang Gao, My Loan Le Phung, Van Man Tran
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021009.
Paper No: JEECS-20-1068
https://doi.org/10.1115/1.4048537
Published Online: October 23, 2020
View Articletitled, A Thompson Sampling Efficient Multi-Objective Optimization Algorithm (TSEMO) for Lithium-Ion Battery Liquid-Cooled Thermal Management System: Study of Hydrodynamic, Thermodynamic, and Structural Performance
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Topics: Algorithms, Batteries, Cooling, Design, Heat, Optimization, Pareto optimization, Temperature, Thermal management, Lithium-ion batteries
Journal Articles

A Comprehensive Flowrate Optimization Design for a Novel Air–Liquid Cooling Coupled Battery Thermal Management System

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Siqi Chen, Xuezhe Wei, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021008.
Paper No: JEECS-20-1078
https://doi.org/10.1115/1.4048538
Published Online: October 14, 2020
View Articletitled, A Comprehensive Flowrate Optimization Design for a Novel Air–Liquid Cooling Coupled Battery Thermal Management System
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Topics: Batteries, Cooling, Design, Optimization, Temperature, Thermal management, Air flow, Temperature distribution, Pareto optimization, Sensitivity analysis
Journal Articles

A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using Multi-Objectives Optimization

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Xiangping Liao, Chong Ma, Xiongbin Peng, Yuwu Li, Lianfeng Duan, Akhil Garg, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021005.
Paper No: JEECS-20-1029
https://doi.org/10.1115/1.4048010
Published Online: August 24, 2020
View Articletitled, A Framework of Optimal Design of Thermal Management System for Lithium-Ion Battery Pack Using Multi-Objectives Optimization
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Topics: Batteries, Computational fluid dynamics, Design, Lithium-ion batteries, Optimization, Pareto optimization, Temperature, Thermal management, Experimental design, Algorithms
Journal Articles

A Novel Approach for Enhancing Thermal Performance of Battery Modules Based on Finite Element Modeling and Predictive Modeling Mechanism

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Akhil Garg, C. Ruhatiya, Xujian Cui, Xiongbin Peng, Yogesh Bhalerao, Liang Gao
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2020, 17(2): 021103.
Paper No: JEECS-19-1061
https://doi.org/10.1115/1.4045194
Published Online: November 12, 2019
View Articletitled, A Novel Approach for Enhancing Thermal Performance of Battery Modules Based on Finite Element Modeling and Predictive Modeling Mechanism
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Topics: Artificial neural networks, Batteries, Design, Finite element analysis, Finite element methods, Modeling, Optimization, Thermal management, Temperature, Cooling
Journal Articles

Structure Optimization of Battery Module With a Parallel Multi-Channel Liquid Cooling Plate Based on Orthogonal Test

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Chaofeng Pan, Qiming Tang, Zhigang He, Limei Wang, Long Chen
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2020, 17(2): 021104.
Paper No: JEECS-19-1072
https://doi.org/10.1115/1.4045197
Published Online: November 12, 2019
View Articletitled, Structure Optimization of Battery Module With a Parallel Multi-Channel Liquid Cooling Plate Based on Orthogonal Test
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Topics: Batteries, Coolants, Cooling, Optimization, Temperature, Flow (Dynamics), Pipes