Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries

Engineering

• Battery (Electrochemical Energy Engineering) 100%
• Lithium-Ion Batteries 100%
• Gaussians 100%
• Model Structure 66%
• Demonstrates 33%
• Experimental Result 33%
• Couplings 33%
• One Step 33%
• Battery Capacity 33%
• Input Feature 33%
• Nickel Manganese Cobalt 33%
• Arrhenius Law 33%
• Depth of Discharge 33%
• Covariance Function 33%

Material Science

• Battery (Electrochemical Energy Engineering) 100%
• Lithium Ion Battery 100%
• Cobalt 25%
• Oxide Compound 25%
• Manganese 25%

Chemical Engineering

• Learning System 100%