INTERNAL RESISTANCE BASED ASSESSMENT MODEL for the DEGRADATION of LI-ION BATTERY PACK

Keyphrases

• Assessment Model 100%
• Internal Resistance 100%
• Resistance-based 100%
• Li-ion Battery 71%
• Least Squares Support Vector Regression (LSSVR) 28%
• Power Performance 14%
• Performance Degradation 14%
• Modeling Approach 14%
• Energy Efficiency 14%
• Experiment Results 14%
• Data-driven Methods 14%
• Battery Pack 14%
• RBF Kernel 14%
• Voltage-current 14%
• Energy Storage 14%
• Remaining Life Prediction 14%
• Supervised Machine Learning 14%
• Battery Management System 14%
• Learning Support 14%
• Modeling Process 14%
• Evaluation Test 14%
• Degradation Monitoring 14%
• Support Vector Regression Algorithm 14%
• Resistance Behavior 14%
• Physical-life 14%
• Beginning of Life 14%
• Coefficient Determination 14%
• Battery Life Prediction 14%

Engineering

• Internal Resistance 100%
• Battery Pack 85%
• Lithium Ion Battery 71%
• Support Vector Machine 42%
• Performance Degradation 14%
• Energy Efficiency 14%
• Energy Storage 14%
• Battery Life 14%
• Battery Management System 14%
• Life Prediction 14%
• Learning System 14%

Physics

• Li-Ion Battery 100%
• Machine Learning 20%
• Energy Storage 20%