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Journal Articles

State of Health Estimation of Electric Vehicle Batteries Using Transformer-Based Neural Network

Yixin Zhao, Sara Behdad
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. October 2024, 146(10): 101703.
Paper No: JERT-24-1248
https://doi.org/10.1115/1.4065762
Published Online: July 18, 2024
View Article titled, State of Health Estimation of Electric Vehicle Batteries Using Transformer-Based Neural Network
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Topics: Batteries, Feature extraction, Artificial neural networks, Feature selection, Electric vehicle batteries, Temperature
Journal Articles

State-of-Health Estimation for Sustainable Electric Vehicle Batteries Using Temporal-Enhanced Self-Attention Graph Neural Networks

Yixin Zhao, Sara Behdad
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. June 2024, 146(6): 062102.
Paper No: JERT-23-1800
https://doi.org/10.1115/1.4065146
Published Online: April 3, 2024
View Article titled, State-of-Health Estimation for Sustainable Electric Vehicle Batteries Using Temporal-Enhanced Self-Attention Graph Neural Networks
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Topics: Artificial neural networks, Batteries, Construction, Sustainability
Proceedings Papers

State of Health Estimation of Electric Vehicle Batteries Using Transformer-Based Neural Network

Yixin Zhao, Sara Behdad
Proc. ASME. IDETC-CIE2023, Volume 5: 28th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A017, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116426
https://doi.org/10.1115/DETC2023-116426
View Paper titled, State of Health Estimation of Electric Vehicle Batteries Using Transformer-Based Neural Network
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Topics: Artificial neural networks, Electric vehicle batteries, Electric vehicles, Lithium-ion batteries, Batteries, Fault diagnosis, NASA, Time series, Vehicles
Proceedings Papers

Electric Vehicle Battery End-Of-Use Recovery Management: Degradation Prediction and Decision Making

Yixin Zhao, Sara Behdad
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T03A006, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85536
https://doi.org/10.1115/MSEC2022-85536
View Paper titled, Electric Vehicle Battery End-Of-Use Recovery Management: Degradation Prediction and Decision Making
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Topics: Active materials, Batteries, Decision making, Economics , Electric vehicle batteries, Electric vehicles, Electrodes, Lithium-ion batteries, Maintenance, NASA
Journal Articles

Effect of Uniaxial Compression on Coal Nanostructure as Measured by Small Angle X-ray Scattering

Yixin Zhao, Zhenyu Tai, Xiaodong Guo, Cun Zhang, Yafei Tao
Journal: Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. September 2022, 50(5): 2592–2606.
Paper No: JTE20210765
https://doi.org/10.1520/JTE20210765
Published Online: September 1, 2022
View Article titled, Effect of Uniaxial Compression on Coal Nanostructure as Measured by Small Angle X-ray Scattering
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Proceedings Papers

Electric Vehicle Battery Simulation: How Electrode Porosity and Thickness Impact Cost and Performance

Yixin Zhao, Sara Behdad
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A015, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71511
https://doi.org/10.1115/DETC2021-71511
View Paper titled, Electric Vehicle Battery Simulation: How Electrode Porosity and Thickness Impact Cost and Performance
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Topics: Electric vehicle batteries, Electric vehicles, Electrodes, Lithium-ion batteries, Porosity, Simulation
Proceedings Papers

Reduced Order Models of Blisks With Small Geometric Mistuning

Seunghun Baek, Yixin Zhao, Bogdan Epureanu
Proc. ASME. GT2016, Volume 7A: Structures and Dynamics, V07AT32A027, June 13–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: GT2016-57829
https://doi.org/10.1115/GT2016-57829
View Paper titled, Reduced Order Models of Blisks With Small Geometric Mistuning
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Topics: Blades, Deformation, Disks, Mechanical properties, Stiffness, Stress