Online State of Health Estimation with Deep Learning Frameworks Based on Short and Random Battery Charging Data Segments

Keyphrases

• Battery Charging 100%
• Health Diagnosis 100%
• Deep Learning Framework 100%
• Charging Data 100%
• Transfer Learning 75%
• Learning Scenario 75%
• Lithium-ion Battery 50%
• Direct Transfer 50%
• Direct Learning 50%
• Convolutional Neural Network 50%
• Long Short-term Memory 50%
• Charge Capacity 25%
• Estimation Model 25%
• Health Status 25%
• Estimation Error 25%
• Neural Network Model 25%
• Portable Electronics 25%
• Battery Power 25%
• Maximum Estimation 25%
• Superior Performance 25%
• Memory-based 25%
• Memory-based Model 25%
• Safe Operation 25%
• Electric Vehicle 25%
• Feedforward Neural Network 25%
• Online Estimation 25%
• Complete Life Cycle 25%
• Deep Learning Model 25%
• Economical Operation 25%
• Long Short-term Memory Neural Network 25%
• Forward Neural Network 25%

Chemical Engineering

• Neural Network 100%
• Deep Learning 100%
• Long Short-Term Memory 75%
• Feedforward Neural Network 25%