Volume 19 Issue 3 | J. Electrochem. En. Conv. Stor

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Guest Editorial

Special Section on Advances in Lithium-Ion Battery Safety

Lubing Wang, Jun Xu

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030301. doi: https://doi.org/10.1115/1.4054129

Extract

View articletitled, Special Section on Advances in Lithium-Ion Battery Safety

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Topics: Lithium-ion batteries , Safety

Special Papers

A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries

Yongsheng Li, Akhil Garg, Shruti Shevya, Wei Li, Liang Gao, Jasmine Siu Lee Lam

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030901. doi: https://doi.org/10.1115/1.4051802

Abstract

View articletitled, A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries

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Topics: Batteries , Lithium-ion batteries , Electric vehicles , Temperature , Cycles , Trains

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

N. Ghosh, Akhil Garg, Wei Li, Liang Gao, T. Nguyen-Thoi

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030902. doi: https://doi.org/10.1115/1.4052042

Abstract

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

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Topics: Batteries , Design , Electrodes , Optimization

A Fusion Method Based on EEMD, Pearson Correlation Analysis, Improved LSTM, and Gaussian Function-Trust Region Algorithm for State of Health Prediction of Lithium-Ion Batteries

Xiongbin Peng, Yuwu Li

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030903. doi: https://doi.org/10.1115/1.4052093

Abstract

View articletitled, A Fusion Method Based on EEMD, Pearson Correlation Analysis, Improved LSTM, and Gaussian Function-Trust Region Algorithm for State of Health Prediction of Lithium-Ion Batteries

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Lithium-Ion Battery State of Health Estimation Based on Improved Deep Extreme Learning Machine

Yu Zhang, Wanwan Zeng, Chun Chang, Qiyue Wang, Si Xu

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030904. doi: https://doi.org/10.1115/1.4052535

Abstract

View articletitled, Lithium-Ion Battery State of Health Estimation Based on Improved Deep Extreme Learning Machine

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Topics: Algorithms , Batteries , Lithium-ion batteries , Machinery , Temperature

A Novel Heat Generation Acquisition Method of Cylindrical Battery Based on Core and Surface Temperature Measurements

Xiaoli Yu, Qichao Wu, Rui Huang, Xiaoping Chen

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030905. doi: https://doi.org/10.1115/1.4053308

Abstract

View articletitled, A Novel Heat Generation Acquisition Method of Cylindrical Battery Based on Core and Surface Temperature Measurements

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Topics: Batteries , Heat , Temperature , Temperature measurement

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

Abstract

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

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

Safety Optimal Design of Lithium-Ion Battery Cell Based on Multiphysics Models

Wei Li, Kai Wu, Jinyang Song, Yong Chen, Wei Qiu, Jiani Li, Jun Xu

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030907. doi: https://doi.org/10.1115/1.4053662

Abstract

View articletitled, Safety Optimal Design of Lithium-Ion Battery Cell Based on Multiphysics Models

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Topics: Batteries , Circuits , Design , Temperature , Lithium-ion batteries , Safety

Surface Coating Modification of Cathode Material for Long-Term Stable All-Solid-State Batteries

Suli Li, Weichao Tang, Wei Zhao, Junyi Li

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030908. doi: https://doi.org/10.1115/1.4053667

Abstract

View articletitled, Surface Coating Modification of Cathode Material for Long-Term Stable All-Solid-State Batteries

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Topics: Active materials , Batteries , Coating processes , Coatings , Particle size , Manufacturing , Fluidized beds , Solid electrolytes

Numerical Study on the Use of Emergency Cooling During the Process of Lithium-Ion Battery Thermal Runaway

Huang Yuqi, Yang Kangbo, Wu Yinghao, Liu Binghe

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030909. doi: https://doi.org/10.1115/1.4054016

Abstract

View articletitled, Numerical Study on the Use of Emergency Cooling During the Process of Lithium-Ion Battery Thermal Runaway

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Topics: Batteries , Cooling , Emergencies , Energy dissipation , Flow (Dynamics) , Heat , Simulation , Temperature , Sprays , Lithium-ion batteries

Design Strategies of Flame-Retardant Additives for Lithium Ion Electrolyte

Zhenhai Gao, Shun Rao, Tianyao Zhang, Weifeng Li, Xiao Yang, Yupeng Chen, Yadan Zheng, Yuhang Ding, Tingyue Dong, Songyu Li

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030910. doi: https://doi.org/10.1115/1.4053968

Abstract

View articletitled, Design Strategies of Flame-Retardant Additives for Lithium Ion Electrolyte

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Topics: Electrolytes , Flame retardants , Design

Research on Mechanical Simulation Model and Working Safety Boundary of Large-Capacity Prismatic Lithium-Ion Battery Based on Experiment

Quan Yuan, Xiaoping Chen, Kangpei Meng, Pengxiang Wang, Li Tang, Tao Wang, Jieer Cao, Yaobo Wu

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030911. doi: https://doi.org/10.1115/1.4054062

Abstract

View articletitled, Research on Mechanical Simulation Model and Working Safety Boundary of Large-Capacity Prismatic Lithium-Ion Battery Based on Experiment

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Topics: Batteries , Compression , Displacement , Failure , Lithium-ion batteries , Safety , Finite element model

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

Abstract

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

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

Research Papers

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

Tonghui Cui, Zhuoyuan Zheng, Pingfeng Wang

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031001. doi: https://doi.org/10.1115/1.4053027

Abstract

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

Facile Synthesis and Characterization of the Mn-MOF Electrode Material for Flexible Supercapacitors

Yanhong Liu, Jiahong Liu, Yijun Cao, Wei Shang, Ning Peng, Xianhao Long, Shengjun Zhou, Yuqing Wen

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031002. doi: https://doi.org/10.1115/1.4053246

Abstract

View articletitled, Facile Synthesis and Characterization of the Mn-MOF Electrode Material for Flexible Supercapacitors

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Topics: Electrodes , Ultracapacitors , Carbon , Cycles , Textiles , Stability , Capacitance

Thermodynamic and Dynamic Analysis of a Wind-Powered Off-Grid Industrial Building Integrated With Solid Oxide Fuel Cell and Electrolyzer for Energy Management and Storage

Pegah Mottaghizadeh, Mahshid Fardadi, Faryar Jabbari, Jack Brouwer

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031003. doi: https://doi.org/10.1115/1.4052856

Abstract

View articletitled, Thermodynamic and Dynamic Analysis of a Wind-Powered Off-Grid Industrial Building Integrated With Solid Oxide Fuel Cell and Electrolyzer for Energy Management and Storage

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Topics: Solid oxide fuel cells , Temperature , Heat , Thermal management , Wind power

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

Abstract

View articletitled, 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

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

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

Abstract

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

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

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

Abstract

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

Superhydrophobic Cobalt–Graphene Composite for the Corrosion Protection of Copper Bipolar Plates in Proton Exchange Membrane Fuel Cells

Mohamed E. Mohamed, Beshier A. Abd-El-Nabey

J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031007. doi: https://doi.org/10.1115/1.4053782

Abstract

View articletitled, Superhydrophobic Cobalt–Graphene Composite for the Corrosion Protection of Copper Bipolar Plates in Proton Exchange Membrane Fuel Cells

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Topics: Cobalt , Composite materials , Contact resistance , Copper , Corrosion , Graphene , Plates (structures) , Proton exchange membrane fuel cells , Abrasion , Chemical stability

Guest Editorial

Special Section on Advances in Lithium-Ion Battery Safety

Special Papers

A Hybrid Convolutional Neural Network-Long Short Term Memory for Discharge Capacity Estimation of Lithium-Ion Batteries

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

A Fusion Method Based on EEMD, Pearson Correlation Analysis, Improved LSTM, and Gaussian Function-Trust Region Algorithm for State of Health Prediction of Lithium-Ion Batteries

Lithium-Ion Battery State of Health Estimation Based on Improved Deep Extreme Learning Machine

A Novel Heat Generation Acquisition Method of Cylindrical Battery Based on Core and Surface Temperature Measurements

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

Safety Optimal Design of Lithium-Ion Battery Cell Based on Multiphysics Models

Surface Coating Modification of Cathode Material for Long-Term Stable All-Solid-State Batteries

Numerical Study on the Use of Emergency Cooling During the Process of Lithium-Ion Battery Thermal Runaway

Design Strategies of Flame-Retardant Additives for Lithium Ion Electrolyte

Research on Mechanical Simulation Model and Working Safety Boundary of Large-Capacity Prismatic Lithium-Ion Battery Based on Experiment

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

Research Papers

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

Facile Synthesis and Characterization of the Mn-MOF Electrode Material for Flexible Supercapacitors

Thermodynamic and Dynamic Analysis of a Wind-Powered Off-Grid Industrial Building Integrated With Solid Oxide Fuel Cell and Electrolyzer for Energy Management and Storage

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

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

Superhydrophobic Cobalt–Graphene Composite for the Corrosion Protection of Copper Bipolar Plates in Proton Exchange Membrane Fuel Cells

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