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Yuchen Liu
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Journal Articles

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

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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): 020904.
Paper No: JEECS-24-1078
https://doi.org/10.1115/1.4066270
Published Online: September 11, 2024
View Articletitled, State of Health Estimation for Lithium-Ion Batteries Based on Multi-Scale Frequency Feature and Time-Domain Feature Fusion Method
Open the PDF for State of Health Estimation for Lithium-Ion Batteries Based on Multi-Scale Frequency Feature and Time-Domain Feature Fusion Method in another window
Topics: Batteries, Filters, Lithium-ion batteries, NASA, Signals, Temperature, Feature extraction, Ablation (Vaporization technology), Errors, Algorithms
Journal Articles

Experimental Study on Parameters Optimization of Selective Laser Melting 316L Stainless Steel Based on the Response Surface Methodology

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Yali Wang, Zhiyong Li, Jingran Cui, Wei Zhang, Yuchen Liu
Journal: Journal of Engineering Materials and Technology
Publisher: ASME
Article Type: Research Papers
J. Eng. Mater. Technol. October 2024, 146(4): 041004.
Paper No: MATS-23-1245
https://doi.org/10.1115/1.4065426
Published Online: May 17, 2024
View Articletitled, Experimental Study on Parameters Optimization of Selective Laser Melting 316L Stainless Steel Based on the Response Surface Methodology
Open the PDF for Experimental Study on Parameters Optimization of Selective Laser Melting 316L Stainless Steel Based on the Response Surface Methodology in another window
Topics: Lasers, Melting, Optimization, Response surface methodology, Stainless steel, Surface roughness
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

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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 Articletitled, A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on Gated Recurrent Unit Neural Network and an Adaptive Unscented Kalman Filter
Open the PDF for A Hybrid Method for Lithium-Ion Batteries State-of-Charge Estimation Based on Gated Recurrent Unit Neural Network and an Adaptive Unscented Kalman Filter in another window
Topics: Artificial neural networks, Batteries, Cycles, Errors, Kalman filters, Temperature, Lithium-ion batteries, Signals, Algorithms, Testing