Deep neural network-driven in-situ detection and quantification of lithium plating on anodes in commercial lithium-ion batteries

Engineering

• Adaptability 50%
• Battery Management System 50%
• Current Signal 50%
• Curve Analysis 50%
• Deep Learning 50%
• Deep Neural Network 100%
• Feature Extraction 50%
• Lithium-Ion Batteries 100%
• Low-Temperature 50%
• Millisecond 50%
• Root Mean Square Error 50%

Material Science

• Anode 100%
• Battery Management System 16%
• Lithium 100%
• Lithium Ion Battery 100%
• Plating 100%

Chemical Engineering

• Deep Learning 50%
• Deep Neural Network 100%