EV charging station deployment on coupled transportation and power distribution networks via reinforcement learning

Keyphrases

• Reinforcement Learning 100%
• Electric Vehicle Charging Station 100%
• Power Distribution Network 100%
• Charging Station Deployment 100%
• Deployment Problem 66%
• Heuristic Algorithms 33%
• Computation Time 33%
• Numerical Experiments 33%
• Solution Method 33%
• Limited Capacity 33%
• Problem Size 33%
• Exact Algorithm 33%
• Recurrent Neural Network 33%
• Dimensionality Problem 33%
• Attention Mechanism 33%
• Markov Decision Process 33%
• Learning-based 33%
• Solution Quality 33%
• Coupled Networks 33%
• Off-line Strategy 33%
• Curse of Dimensionality 33%
• Memory-based 33%
• Long Short-term Memory 33%
• Network Constraints 33%
• Total Investment Cost 33%
• Multiple Problems 33%
• Policy Gradient Method 33%
• Reinforcement Learning Framework 33%
• Mass Adoption 33%

Engineering

• Power Distribution 100%
• EV Charging Station 100%
• Reinforcement Learning 100%
• Distribution Network 100%
• Numerical Experiment 33%
• Dimensionality 33%
• Model Parameter 33%
• Computational Time 33%
• Investment Cost 33%
• Exact Algorithm 33%
• Solution Method 33%
• Long Short-Term Memory 33%
• Recurrent Neural Network 33%
• Markov Decision Process 33%

Computer Science

• Reinforcement Learning 100%
• Power Distribution Network 100%
• Learning Framework 33%
• Long Short-Term Memory Network 33%
• Recurrent Neural Network 33%
• Dimensionality Problem 33%
• Markov Decision Process 33%
• Solution Quality 33%
• Baseline Approach 33%
• Network Constraint 33%
• Attention (Machine Learning) 33%
• Computational Time 33%
• Heuristic Algorithm 33%
• Solution Method 33%
• Exact Algorithm 33%