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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
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031005.
Paper No: JEECS-22-1081
DOI: https://doi.org/10.1115/1.4055463
Published Online: October 7, 2022
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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
Article Type: Research Papers
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

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
Article Type: Research Papers
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

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
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021010.
Paper No: JEECS-20-1070
DOI: https://doi.org/10.1115/1.4048703
Published Online: October 29, 2020
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Topics: Batteries, Cycles, Deformation, Lithium-ion batteries, Lithium, Temperature, Battery life