Wind Farm Power Generation Control via Double-Network-Based Deep Reinforcement Learning

Keyphrases

• Actor Network 25%
• Central Powers 25%
• Control Control 25%
• Control Input 25%
• Control Policy 25%
• Control Structure 25%
• Deep Neural Network 25%
• Deep Reinforcement Learning (deep RL) 100%
• Double Network 100%
• Dynamic Wind 25%
• Induction Control 25%
• Learning Strategies 25%
• Model-free Deep Reinforcement Learning 25%
• Network Applications 100%
• Power Generation 50%
• Power Generation Control 100%
• Prioritized Experience Replay 25%
• Reinforcement Learning Algorithm 50%
• Reinforcement Learning Approach 25%
• Superior Performance 25%
• Training Effectiveness 25%
• Wind Farm 50%
• Wind Farm Power 100%
• Wind Farm Simulator 25%
• Yaw Angle 25%
• Yaw Control 25%

Engineering

• Control Input 20%
• Control Structure 20%
• Deep Neural Network 20%
• Learning Approach 20%
• Policy Control 20%
• Power Generation 100%
• Reinforcement Learning 100%
• Simulators 20%
• Wind Turbine 100%
• Yaw Angle 20%
• Yaw Control 20%

Chemical Engineering

• Deep Neural Network 20%
• Reinforcement Learning 100%