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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
Open the PDF for Lithium-Ion Battery Health State Estimation Based on Feature Reconstruction and Optimized Least Squares Support Vector Machine in another window
Topics: Algorithms, Batteries, Errors, Lithium-ion batteries, Support vector machines, Principal component analysis, State estimation, Cycles, Optimization, Battery life
Journal Articles

Research on State of Health Estimation of Lithium Batteries Based on Electrochemical Impedance Spectroscopy and CNN-VIT Models

Chun Chang, Guangwei Su, Haimei Cen, Jiuchun Jiang, Aina Tian, Yang Gao, Tiezhou Wu
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2024, 21(4): 041008.
Paper No: JEECS-23-1079
https://doi.org/10.1115/1.4064350
Published Online: January 12, 2024
View Article titled, Research on State of Health Estimation of Lithium Batteries Based on Electrochemical Impedance Spectroscopy and CNN-VIT Models
Open the PDF for Research on State of Health Estimation of Lithium Batteries Based on Electrochemical Impedance Spectroscopy and CNN-VIT Models in another window
Topics: Electrochemical impedance spectroscopy, Lithium, Lithium-ion batteries, Battery life, Temperature, Batteries
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

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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030912.
Paper No: JEECS-21-1277
https://doi.org/10.1115/1.4054128
Published Online: April 8, 2022
View Article titled, Lithium-Ion Battery State of Health Estimation Based on Electrochemical Impedance Spectroscopy and Cuckoo Search Algorithm Optimized Elman Neural Network
Open the PDF for Lithium-Ion Battery State of Health Estimation Based on Electrochemical Impedance Spectroscopy and Cuckoo Search Algorithm Optimized Elman Neural Network in another window
Topics: Algorithms, Artificial neural networks, Batteries, Electrochemical impedance spectroscopy, Lithium-ion batteries, Cycles, Temperature, Battery life, Errors, Principal component analysis
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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030907.
Paper No: JEECS-21-1018
https://doi.org/10.1115/1.4050798
Published Online: April 29, 2021
View Article titled, Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves
Open the PDF for Human-Knowledge-Augmented Gaussian Process Regression for State-of-Health Prediction of Lithium-Ion Batteries With Charging Curves in another window
Topics: Batteries, Cycles, Feature extraction, Lithium-ion batteries, Testing, Errors, Battery life, Artificial intelligence
Journal Articles

Aging Mechanisms and Thermal Characteristics of Commercial 18650 Lithium-Ion Battery Induced by Minor Mechanical Deformation

Ling Li, Xiaoping Chen, Rufu Hu, Tao Wang, Hongbo Ji, Quan Yuan, Yingping Ji, Zhongqing Jiang, Wen Liu, Weigong Zheng
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021010.
Paper No: JEECS-20-1070
https://doi.org/10.1115/1.4048703
Published Online: October 29, 2020
View Article titled, Aging Mechanisms and Thermal Characteristics of Commercial 18650 Lithium-Ion Battery Induced by Minor Mechanical Deformation
Open the PDF for Aging Mechanisms and Thermal Characteristics of Commercial 18650 Lithium-Ion Battery Induced by Minor Mechanical Deformation in another window
Topics: Batteries, Cycles, Deformation, Lithium-ion batteries, Lithium, Temperature, Battery life