Capacity Fade Estimation in Electric Vehicle Li-Ion Batteries Using Artificial Neural Networks

Keyphrases

• State of Charge Estimation 100%
• Capacity Fade 100%
• Li-ion Battery 100%
• Electric Vehicle 100%
• Current Profile 50%
• Remaining Service Life 50%
• Experimental Verification 50%
• Prolonged Lifetime 50%
• Dynamic Stress Test 50%
• Lithium-ion Battery 50%
• Operation Lifetime 50%
• Discharge Capacity 50%
• Constant Current Stress 50%
• Model Experimental 50%
• Battery Operation 50%
• Robust Stability 50%
• Model Derivation 50%
• Network Approach 50%
• Lithium-ion Battery Cell 50%
• Training Data 50%

Engineering

• Battery (Electrochemical Energy Engineering) 100%
• Electric Vehicle 100%
• Lithium Ion Battery 100%
• Lithium-Ion Batteries 66%
• State of Charge 66%
• Discharge Capacity 33%
• Current Profile 33%
• Estimation Result 33%
• Service Time 33%
• Dynamic Stress 33%

Chemical Engineering

• Neural Network 100%