Physics-Based Model Informed Smooth Particle Filter for Remaining Useful Life Prediction of Lithium-Ion Battery

Keyphrases

• Physics-based Model 100%
• Lithium-ion Battery 100%
• Remaining Life Prediction 100%
• Smooth Particle 100%
• Particle Filter 100%
• Remaining Useful Life 50%
• Single Particle Model 50%
• Degradation Mechanism 50%
• Safety Hazards 25%
• Loading Conditions 25%
• Relative Error 25%
• Temperature Conditions 25%
• Battery Aging 25%
• Capacity Fade 25%
• Degradation Factor 25%
• Battery Management System 25%
• Active Material Loss 25%
• Capacity Based 25%
• Accurate Quantification 25%
• Loss of Lithium Inventory 25%
• Electrochemical Process 25%
• Gaussian White Noise 25%
• Equipment Operation 25%
• Negative Electrode 25%
• Positive Electrode 25%
• Particle Filter Framework 25%
• Capacity Decline 25%
• Physics-informed 25%
• Fade Trends 25%
• Degradation Prediction 25%

Engineering

• Lithium-Ion Batteries 100%
• Life Prediction 100%
• Particle Filter 100%
• Degradation Mechanism 50%
• Starting Point 25%
• Hazards 25%
• Relative Error 25%
• Temperature Condition 25%
• Loading Condition 25%
• Battery Management System 25%
• Material Loss 25%
• Active Material 25%
• Gaussian White Noise 25%
• Parameter Estimate 25%
• Negative Electrode 25%
• Positive Electrode 25%
• Electrochemical Process 25%

Material Science

• Lithium Ion Battery 100%
• Lithium 50%
• Battery Management System 50%