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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

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
Open the PDF for A Novel Redacted Extended Kalman Filter and Fuzzy Logic-Based Technique for Measurement of State-of-Charge of Lithium-Ion Battery in another window
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

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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030906.
Paper No: JEECS-21-1142
https://doi.org/10.1115/1.4052993
Published Online: February 4, 2022
View Article titled, 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
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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 031005.
Paper No: JEECS-21-1172
https://doi.org/10.1115/1.4053361
Published Online: February 4, 2022
View Article titled, 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
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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2022, 19(2): 021005.
Paper No: JEECS-21-1086
https://doi.org/10.1115/1.4051941
Published Online: August 16, 2021
View Article titled, State of Charge Estimation Algorithm Based on Fractional-Order Adaptive Extended Kalman Filter and Unscented Kalman Filter
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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium
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
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2021, 18(4): 041007.
Paper No: JEECS-20-1159
https://doi.org/10.1115/1.4051254
Published Online: June 4, 2021
View Article titled, Real-Time State of Charge Estimation of the Extended Kalman Filter and Unscented Kalman Filter Algorithms Under Different Working Conditions
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Topics: Algorithms, Batteries, Errors, Kalman filters, Lithium-ion batteries, Circuits
Journal Articles

Membrane Electrolyte Assembly Health Estimation Method for Proton Exchange Membrane Fuel Cells

Alexander J. Headley, Martha Gross, Dongmei Chen
Journal: Journal of Electrochemical Energy Conversion and Storage
Publisher: ASME
Article Type: Research-Article
J. Electrochem. En. Conv. Stor. November 2017, 14(4): 041008.
Paper No: JEECS-16-1120
https://doi.org/10.1115/1.4037772
Published Online: November 7, 2017
View Article titled, Membrane Electrolyte Assembly Health Estimation Method for Proton Exchange Membrane Fuel Cells
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Topics: Algorithms, Cycles, Electrolytes, Fuel cells, Kalman filters, Manufacturing, Membranes, Stress, Proton exchange membrane fuel cells, Membrane electrode assemblies