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Journal Articles

Combining Multi-Indirect Features Extraction and Optimized GPR Algorithm for Online State of Health Estimation of Lithium-ion Batteries

Accepted Manuscript
Chunsong Lin, Xianguo Tuo, Longxing Wu, Guiyu Zhang, Zhiqiang Lyu, Xiangling Zeng
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor.
Paper No: JEECS-24-1032
https://doi.org/10.1115/1.4066636
Published Online: September 24, 2024
View Article titled, Combining Multi-Indirect Features Extraction and Optimized GPR Algorithm for Online State of Health Estimation of Lithium-ion Batteries
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Topics: Algorithms, Lithium-ion batteries, Batteries, Electric vehicles, Errors, Lithium, Maintenance, NASA, Smart grids, Temperature
Journal Articles

Joint Model Parameter Identification and EKF Algorithm for the SOC Estimation of LFP Battery

Accepted Manuscript
Gaoju Liang, Shili Lin, Wentao Hu, Xianyong Zhang, JianMing Yang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor.
Paper No: JEECS-24-1076
https://doi.org/10.1115/1.4066637
Published Online: September 24, 2024
View Article titled, Joint Model Parameter Identification and EKF Algorithm for the SOC Estimation of LFP Battery
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Topics: Algorithms, Batteries, Errors, Electric vehicles, Fluctuations (Physics), Kalman filters, Polarization (Electricity), Polarization (Light), Polarization (Waves), Safety
Journal Articles

State of Health Estimation for Lithium-Ion Batteries Based on Multi-Scale Frequency Feature and Time-Domain Feature Fusion Method

Yunji Zhao, Yuchen Liu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2025, 22(2): 021004.
Paper No: JEECS-24-1078
https://doi.org/10.1115/1.4066270
Published Online: September 11, 2024
View Article titled, State of Health Estimation for Lithium-Ion Batteries Based on Multi-Scale Frequency Feature and Time-Domain Feature Fusion Method
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Topics: Batteries, Filters, Lithium-ion batteries, NASA, Signals, Temperature, Feature extraction, Ablation (Vaporization technology), Errors, Algorithms
Journal Articles

A Hybrid Data-Driven Method Based on Data Preprocessing to Predict the Remaining Useful Life of Lithium-Ion Batteries

Weiwei Huo, Aobo Wang, Bing Lu, Yunxu Jia, Chen Li
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2025, 22(3): 031001.
Paper No: JEECS-24-1035
https://doi.org/10.1115/1.4065862
Published Online: July 26, 2024
View Article titled, A Hybrid Data-Driven Method Based on Data Preprocessing to Predict the Remaining Useful Life of Lithium-Ion Batteries
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Topics: Algorithms, Batteries, Lithium-ion batteries, Service life (Equipment), Artificial neural networks, Errors, Principal component analysis
Journal Articles

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

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 Article titled, 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

Unsupervised Anomaly Detection for Power Batteries: A Temporal Convolution Autoencoder Framework

Juan Wang, Yonggang Ye, Minghu Wu, Fan Zhang, Ye Cao, Zetao Zhang, Ming Chen, Jing Tang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2025, 22(1): 011009.
Paper No: JEECS-24-1011
https://doi.org/10.1115/1.4065445
Published Online: May 24, 2024
View Article titled, Unsupervised Anomaly Detection for Power Batteries: A Temporal Convolution Autoencoder Framework
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Topics: Batteries, Time series, Algorithms, Vehicles, Errors
Journal Articles

An Electrochemical-Thermal Coupling Model Based on Two-Factor Parameter Modification for Lithium-Ion Battery

Lin Chen, Mingsi Zhao, Manping He, Deqian Chen, Yunhui Ding, Haihong Pan
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2025, 22(1): 011003.
Paper No: JEECS-23-1154
https://doi.org/10.1115/1.4064847
Published Online: April 23, 2024
View Article titled, An Electrochemical-Thermal Coupling Model Based on Two-Factor Parameter Modification for Lithium-Ion Battery
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Topics: Batteries, Current density, Diffusion (Physics), Electrodes, Lithium-ion batteries, Temperature, Particulate matter, Heat, Circuits, Simulation
Journal Articles

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

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 Article titled, 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 Novel Redacted Extended Kalman Filter and Fuzzy Logic-Based Technique for Measurement of State-of-Charge of Lithium-Ion Battery

Chinmay Bera, Rajib Mandal, Amitesh Kumar
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2024, 21(4): 041003.
Paper No: JEECS-23-1119
https://doi.org/10.1115/1.4064096
Published Online: December 8, 2023
View Article titled, A Novel Redacted Extended Kalman Filter and Fuzzy Logic-Based Technique for Measurement of State-of-Charge of Lithium-Ion Battery
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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium-ion batteries, Temperature, Fuzzy control
Journal Articles

High-Accuracy Battery State of Charge Estimation Strategy Based on Deep Belief Network Cascaded With Extended Kalman Filter

Xiaoyu Liu, Lang Chen, Lijun Zhu, Jian Wang, Long Chen, Xiankai Zeng, Ziang Song, Lujun Wang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2024, 21(3): 031006.
Paper No: JEECS-23-1081
https://doi.org/10.1115/1.4063431
Published Online: October 13, 2023
View Article titled, High-Accuracy Battery State of Charge Estimation Strategy Based on Deep Belief Network Cascaded With Extended Kalman Filter
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Topics: Batteries, Bayesian network, Errors, Feature extraction, Kalman filters, Temperature
Journal Articles

State of Charge Estimation of Lithium-Ion Battery Based on IDRSN and BiGRU

Jiahao Zhang, Jiadui Chen, Ling He, Dan Liu, Kai Yang, Qinghua Liu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2024, 21(3): 031001.
Paper No: JEECS-23-1029
https://doi.org/10.1115/1.4063173
Published Online: October 5, 2023
View Article titled, State of Charge Estimation of Lithium-Ion Battery Based on IDRSN and BiGRU
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Topics: Algorithms, Artificial neural networks, Batteries, Cycles, Electric vehicles, Errors, Lithium, Lithium-ion batteries, Network models, Shrinkage (Materials)
Journal Articles

An Approach for Fast-Charging Lithium-Ion Batteries State of Health Prediction Based on Model-Data Fusion

Hailin Feng, Yatian Liu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2024, 21(2): 021012.
Paper No: JEECS-23-1057
https://doi.org/10.1115/1.4062990
Published Online: September 13, 2023
View Article titled, An Approach for Fast-Charging Lithium-Ion Batteries State of Health Prediction Based on Model-Data Fusion
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Topics: Batteries, Cycles, Filters, Lithium, Lithium-ion batteries, Particulate matter, Sensitivity analysis, Fittings, Algorithms, Errors
Journal Articles

A Comparative Study of Parameter Identification Fusion Methods With a High-Precision Supercapacitor Model for Electric Vehicles

Chun Wang, Chao Shen, Aihua Tang, Pu Liu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2024, 21(1): 011013.
Paper No: JEECS-23-1058
https://doi.org/10.1115/1.4062638
Published Online: July 24, 2023
View Article titled, A Comparative Study of Parameter Identification Fusion Methods With a High-Precision Supercapacitor Model for Electric Vehicles
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Topics: Algorithms, Errors, Optimization algorithms, Ultracapacitors, Electric vehicles
Journal Articles

Joint Estimation of State of Charge and State of Health of Lithium Ion Battery

Peng Chen, Xin Jin, Xue Feng Han
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2024, 21(1): 011008.
Paper No: JEECS-22-1144
https://doi.org/10.1115/1.4062385
Published Online: May 12, 2023
View Article titled, Joint Estimation of State of Charge and State of Health of Lithium Ion Battery
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Topics: Algorithms, Batteries, Errors, Filters, Particulate matter, Innovation, Parameter estimation
Journal Articles

State-of-Charge Estimation of Ultracapacitor Based on H Infinity Filter Considering Variable Temperature

Chun Wang, Qiang Zhang, Aihua Tang, Wenna Xu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2024, 21(1): 011009.
Paper No: JEECS-23-1024
https://doi.org/10.1115/1.4062386
Published Online: May 12, 2023
View Article titled, State-of-Charge Estimation of Ultracapacitor Based on H Infinity Filter Considering Variable Temperature
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Topics: Errors, Temperature, Ultracapacitors, Filters, Modeling
Journal Articles

State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure

Jie Wu, Huigang Xu, Peiyi Zhu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2023, 20(4): 041008.
Paper No: JEECS-22-1176
https://doi.org/10.1115/1.4056557
Published Online: January 24, 2023
View Article titled, State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
Open the PDF for State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure in another window
Topics: Algorithms, Batteries, Circuits, Lithium, Lithium-ion batteries, Errors, Particle filtering (numerical methods)
Journal Articles

State-of-Charge Estimation of Lithium-Ion Batteries Using Convolutional Neural Network With Self-Attention Mechanism

Jianlong Chen, Chenghao Zhang, Cong Chen, Chenlei Lu, Dongji Xuan
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031010.
Paper No: JEECS-22-1048
https://doi.org/10.1115/1.4055985
Published Online: November 11, 2022
View Article titled, State-of-Charge Estimation of Lithium-Ion Batteries Using Convolutional Neural Network With Self-Attention Mechanism
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Topics: Artificial neural networks, Batteries, Errors, Lithium-ion batteries, Temperature, Robustness, Cycles
Journal Articles

Aging Effect–Aware Finite Element Model and Parameter Identification Method of Lithium-Ion Battery

Aina Tian, Chen Yang, Yang Gao, Yan Jiang, Chun Chang, Lujun Wang, Jiuchun Jiang
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031005.
Paper No: JEECS-22-1081
https://doi.org/10.1115/1.4055463
Published Online: October 7, 2022
View Article titled, Aging Effect–Aware Finite Element Model and Parameter Identification Method of Lithium-Ion Battery
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Topics: Active materials, Batteries, Electrodes, Finite element model, Lithium, Lithium-ion batteries, Particulate matter, Cycles, Fracture (Materials), Errors
Journal Articles

Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for an SOFC-GT System

Jinwei Chen, Shengnan Sun, Yao Chen, Huisheng Zhang, Zhenhua Lu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. February 2023, 20(1): 011015.
Paper No: JEECS-22-1020
https://doi.org/10.1115/1.4054847
Published Online: July 12, 2022
View Article titled, Study on Model Evolution Method Based on the Hybrid Modeling Technology With Support Vector Machine for an SOFC-GT System
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Topics: Solid oxide fuel cells, Support vector machines, Design, Modeling, Errors, Current density, Fuels
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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2022, 19(4): 041006.
Paper No: JEECS-22-1032
https://doi.org/10.1115/1.4054781
Published Online: July 1, 2022
View Article titled, Developing Potential Energy Surfaces for Graphene-Based 2D–3D Interfaces From Modified High-Dimensional Neural Networks for Applications in Energy Storage
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Topics: Artificial neural networks, Atoms, Energy storage, Graphene, Interface structure, Potential energy, Simulation, Tin, Electrodes, Density functional theory
Includes: Supplementary data