Deep Deterministic Policy Gradient-DRL Enabled Multiphysics-Constrained Fast Charging of Lithium-Ion Battery

Keyphrases

• Algorithm Framework 25%
• Battery Fast Charging 25%
• Battery Thermal Safety 25%
• Combining Models 25%
• Computational Tractability 25%
• Deep Deterministic Policy Gradient 100%
• Deep Deterministic Policy Gradient Algorithm 25%
• Deep Reinforcement Learning (deep RL) 100%
• Electric Vehicle 25%
• Fast Charging Strategies 25%
• Learning Strategies 25%
• Life Extension 25%
• Model Predictive Controller 25%
• Multi-objective Optimization Problem 25%
• Multiphysics 100%
• Priority Experience Replay 25%
• Reinforcement Learning Framework 25%
• Rule-based Strategy 25%
• State Observer 25%
• State-of-the-art Models 25%
• Thermal Degradation 25%
• Thermal Lifetime 25%
• Thermal Safety 25%

Engineering

• Multiobjective Optimization Problem 25%
• Physical Constraint 25%
• Reinforcement Learning 100%

Chemical Engineering

• Reinforcement Learning 100%