Intelligent Control of an Active Front-End Converter: Deep Reinforcement Learning Approach

Keyphrases

• Active Front End 66%
• Active Front End Converter 100%
• Control Link 33%
• Control Method 33%
• Control Performance 33%
• Control Strategy 100%
• Control System 33%
• Control Task 33%
• Converter Dynamics 66%
• Current Control 33%
• DC-link Voltage Regulation 33%
• Deep Reinforcement Learning (deep RL) 100%
• Handling Uncertainty 33%
• Intelligent Agents 33%
• Intelligent Control 100%
• Learning Algorithm 33%
• Model-based Control 33%
• Operational Scenario 33%
• Optimal Control Strategy 33%
• Power Converter 66%
• Reinforcement Learning Approach 100%
• Reinforcement Learning Framework 33%
• Total Harmonic Distortion 33%

Engineering

• Adaptability 25%
• Control Strategy 75%
• Control System 25%
• Front End 100%
• Learning Approach 100%
• Link Voltage 25%
• Model-Free Control 25%
• Operational Scenario 25%
• Optimal Control 25%
• Power Converter 50%
• Reinforcement Learning 100%
• Sampling Frequency 25%
• Simulated Result 25%
• Tasks 25%
• Total Harmonic Distortion 25%

Chemical Engineering

• Reinforcement Learning 100%