Dispatch of Virtual Inertia and Damping via Deep Reinforcement Learning for Improving System Frequency Stability

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Detailed Model 16%
• Grid-connected Inverter 16%
• Grid-forming 16%
• Improved System 100%
• Inverter 16%
• Limited Ability 16%
• Linearized Model 16%
• Mathematical Programming 16%
• Nonlinear Problems 16%
• Optimal Dispatch 16%
• Power System Frequency Stability 16%
• Problem-based 16%
• Reinforcement Learning Approach 16%
• Soft Actor-critic Algorithm 16%
• System Dynamics 16%
• System Frequency Stability 100%
• System Metrics 16%
• Time-domain Simulation 16%
• Virtual Damping 100%
• Virtual Inertia 100%
• Virtual Synchronous Generator 16%

Engineering

• Deep Reinforcement Learning 100%
• Detailed Model 33%
• Inverter 66%
• Learning Approach 33%
• Metric System 33%
• Nonlinear Problem 33%
• Optimal Dispatch 33%
• Power Engineering 33%
• System Frequency 100%
• Systems Dynamics 33%
• Time Domain 66%
• Virtual Synchronous Generator 33%