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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

J. Electrochem. En. Conv. Stor. November 2023, 20(4): 041008.

Paper No: JEECS-22-1176

DOI: https://doi.org/10.1115/1.4056557

Published Online: January 24, 2023

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Topics: Algorithms, Batteries, Circuits, Lithium, Lithium-ion batteries, Errors, Particle filtering (numerical methods)

Journal Articles

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

Pan Bin, Gao Wen, Peng Yuhang, Hu Zhili, Wang Lujun, Jiang Jiuchun

J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031009.

Paper No: JEECS-22-1127

DOI: https://doi.org/10.1115/1.4055801

Published Online: October 25, 2022

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Topics: Algorithms, Batteries, Fault diagnosis, Lithium-ion batteries, Flaw detection, Machinery, Simulation, Risk-based maintenance, Optimization

Journal Articles

A Fault Diagnosis Method for Lithium Batteries Based on Optimal Variational Modal Decomposition and Dimensionless Feature Parameters

Chun Chang, Chen Tao, Shaojin Wang, Ruhang Zhang, Aina Tian, Jiuchun Jiang

J. Electrochem. En. Conv. Stor. August 2023, 20(3): 031004.

Paper No: JEECS-22-1111

DOI: https://doi.org/10.1115/1.4055536

Published Online: October 3, 2022

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Topics: Algorithms, Batteries, Fault diagnosis, Signals, Lithium, Impulse (Physics)

Journal Articles

An Inconsistency Fault Diagnosis Method for Lithium-Ion Cells in the Battery Pack Based on Piecewise Dimensionality Reduction and Outlier Identification

Lujun Wang, Zhili Hu, Aina Tian, Chun Chang, Minghu Wu

J. Electrochem. En. Conv. Stor. February 2023, 20(1): 011016.

Paper No: JEECS-22-1047

DOI: https://doi.org/10.1115/1.4054734

Published Online: July 18, 2022

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Topics: Algorithms, Batteries, Fault diagnosis, Time series, Vehicles, Electric vehicles, Failure, Overvoltage, Approximation

Journal Articles

Fault Detection of Single Cell Battery Inconsistency in Electric Vehicle Based on Fireworks Algorithm Optimized Deep Belief Network

Wang Lujun, Pan Bin, Jiang Jiuchun

J. Electrochem. En. Conv. Stor. February 2023, 20(1): 011011.

Paper No: JEECS-22-1064

DOI: https://doi.org/10.1115/1.4054650

Published Online: June 10, 2022

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Topics: Algorithms, Batteries, Electric vehicles, Fireworks, Flaw detection

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

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

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.

Paper No: JEECS-21-1172

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

Published Online: February 4, 2022

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

Journal Articles

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.

Paper No: JEECS-21-1142

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

Published Online: February 4, 2022

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

Journal Articles

State of Health Estimation Method for Lithium-Ion Batteries Based on Nonlinear Autoregressive Neural Network Model With Exogenous Input

Yanbo Che, Yibin Cai, Hongfeng Li, Yushu Liu, Mingda Jiang, Peijun Qin

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021014.

Paper No: JEECS-21-1104

DOI: https://doi.org/10.1115/1.4052274

Published Online: November 9, 2021

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Topics: Artificial neural networks, Batteries, Circuits, Cycles, Lithium-ion batteries, Neural network models, Temperature, Errors, Algorithms, Fittings

Journal Articles

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.

Paper No: JEECS-21-1131

DOI: https://doi.org/10.1115/1.4052535

Published Online: October 13, 2021

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

Journal Articles

State of Charge Estimation Algorithm Based on Fractional-Order Adaptive Extended Kalman Filter and Unscented Kalman Filter

Weijie Liu, Hongliang Zhou, Zeqiang Tang, Tianxiang Wang

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021005.

Paper No: JEECS-21-1086

DOI: https://doi.org/10.1115/1.4051941

Published Online: August 16, 2021

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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium

Journal Articles

A Multi-Source Data Feature Fusion and Expert Knowledge Integration Approach on Lithium-Ion Battery Anomaly Detection

Yudong Wang, Xiwei Bai, Chengbao Liu, Jie Tan

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021003.

Paper No: JEECS-21-1079

DOI: https://doi.org/10.1115/1.4051716

Published Online: August 4, 2021

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Topics: Algorithms, Batteries, Filters, Lithium-ion batteries, Manufacturing, Artificial neural networks, Lithium

Journal Articles

A Simplified Fractional Order Modeling and Parameter Identification for Lithium-Ion Batteries

Zheng Liu, Yuan Qiu, Jin Feng, Shaohang Chen, Chunshan Yang

J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021001.

Paper No: JEECS-21-1051

DOI: https://doi.org/10.1115/1.4051567

Published Online: July 15, 2021

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Topics: Circuits, Cycles, Lithium-ion batteries, Modeling, Noise (Sound), Batteries, Algorithms

Journal Articles

Real-Time State of Charge Estimation of the Extended Kalman Filter and Unscented Kalman Filter Algorithms Under Different Working Conditions

Xiongbin Peng, Yuwu Li, Wei Yang, Akhil Garg

J. Electrochem. En. Conv. Stor. November 2021, 18(4): 041007.

Paper No: JEECS-20-1159

DOI: https://doi.org/10.1115/1.4051254

Published Online: June 4, 2021

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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium-ion batteries, Circuits

Journal Articles

A Computational Fluid Dynamics Coupled Multi-Objective Optimization Framework for Thermal System Design for Li-Ion Batteries With Metal Separators

Xujian Cui, Siqi Chen, Mi Xiao, Wei Li

J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030903.

Paper No: JEECS-20-1172

DOI: https://doi.org/10.1115/1.4050509

Published Online: April 2, 2021

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Topics: Batteries, Computational fluid dynamics, Coolants, Cooling, Design, Energy dissipation, Heat, Lithium-ion batteries, Metals, Pareto optimization

Journal Articles

A Novel Auto-LSTM-Based State of Health Estimation Method for Lithium-Ion Batteries

Long Wen, Nan Bo, Xingchen Ye, Xinyu Li

J. Electrochem. En. Conv. Stor. August 2021, 18(3): 030902.

Paper No: JEECS-20-1102

DOI: https://doi.org/10.1115/1.4050100

Published Online: March 2, 2021

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Topics: Algorithms, Dimensions, Human reliability analysis, Lithium-ion batteries, NASA, Thermoplastic rubber

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

A. Garg, Cheng Liu, A. K. Jishnu, Liang Gao, My Loan Le Phung, Van Man Tran

J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021009.

Paper No: JEECS-20-1068

DOI: https://doi.org/10.1115/1.4048537

Published Online: October 23, 2020

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Topics: Algorithms, Batteries, Cooling, Design, Heat, Optimization, Pareto optimization, Temperature, Thermal management, Lithium-ion batteries

Journal Articles

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

Xiangping Liao, Chong Ma, Xiongbin Peng, Yuwu Li, Lianfeng Duan, Akhil Garg, Liang Gao

J. Electrochem. En. Conv. Stor. May 2021, 18(2): 021005.

Paper No: JEECS-20-1029

DOI: https://doi.org/10.1115/1.4048010

Published Online: August 24, 2020

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Topics: Batteries, Computational fluid dynamics, Design, Lithium-ion batteries, Optimization, Pareto optimization, Temperature, Thermal management, Experimental design, Algorithms

Journal Articles

An Improved Test Method of LiFePO 4 /Graphene Hybrid Cathode Lithium-Ion Battery and the State of Charge Estimation

Meiying Li, Zhiping Guo, Yuan Li, Wenliang Wu

J. Electrochem. En. Conv. Stor. February 2021, 18(1): 011008.

Paper No: JEECS-19-1169

DOI: https://doi.org/10.1115/1.4046930

Published Online: May 11, 2020

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Topics: Algorithms, Batteries, Circuits, Errors, Graphene, Lithium-ion batteries

Journal Articles

Optimizing a New Configuration of a Proton Exchange Membrane Fuel Cell Cycle With Burner and Reformer Through a Particle Swarm Optimization Algorithm for Residential Applications

Mehdi Yousefi, M. A. Ehyaei, Marc A. Rosen

J. Electrochem. En. Conv. Stor. November 2019, 16(4): 041009.

Paper No: JEECS-18-1127

DOI: https://doi.org/10.1115/1.4044812

Published Online: September 24, 2019

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Topics: Algorithms, Cycles, Exergy, Fuel cells, Particle swarm optimization, Temperature, Optimization, Flow (Dynamics), Polymers, Fuels

Journal citation

NARROW

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

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

A Fault Diagnosis Method for Lithium Batteries Based on Optimal Variational Modal Decomposition and Dimensionless Feature Parameters

An Inconsistency Fault Diagnosis Method for Lithium-Ion Cells in the Battery Pack Based on Piecewise Dimensionality Reduction and Outlier Identification

Fault Detection of Single Cell Battery Inconsistency in Electric Vehicle Based on Fireworks Algorithm Optimized Deep Belief Network

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

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

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

State of Health Estimation Method for Lithium-Ion Batteries Based on Nonlinear Autoregressive Neural Network Model With Exogenous Input

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

State of Charge Estimation Algorithm Based on Fractional-Order Adaptive Extended Kalman Filter and Unscented Kalman Filter

A Multi-Source Data Feature Fusion and Expert Knowledge Integration Approach on Lithium-Ion Battery Anomaly Detection

A Simplified Fractional Order Modeling and Parameter Identification for Lithium-Ion Batteries

Real-Time State of Charge Estimation of the Extended Kalman Filter and Unscented Kalman Filter Algorithms Under Different Working Conditions

A Computational Fluid Dynamics Coupled Multi-Objective Optimization Framework for Thermal System Design for Li-Ion Batteries With Metal Separators

A Novel Auto-LSTM-Based State of Health Estimation Method for Lithium-Ion Batteries

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

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

An Improved Test Method of LiFePO 4 /Graphene Hybrid Cathode Lithium-Ion Battery and the State of Charge Estimation

Optimizing a New Configuration of a Proton Exchange Membrane Fuel Cell Cycle With Burner and Reformer Through a Particle Swarm Optimization Algorithm for Residential Applications

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