Assessment of Deep Reinforcement Learning Algorithms for Three-Phase Inverter Control

Keyphrases

• Computational Cost 33%
• Control Algorithm 33%
• Control Policy 33%
• Control Strategy 66%
• Control Task 33%
• Current Control 33%
• Deep Deterministic Policy Gradient 100%
• Deep Reinforcement Learning (deep RL) 66%
• Deep Reinforcement Learning Algorithm 100%
• Excellent Performance 33%
• Hyperparameters 33%
• Inverter Control 100%
• Model Uncertainty 33%
• Model-based Control 33%
• Nonlinear Dynamics 66%
• Optimal Controller 33%
• Power Control 33%
• Power Converter 33%
• Power Inverter 66%
• Power Source 33%
• Reinforcement Learning Agent 33%
• Rooting Media 66%
• Squared Error 66%
• Three-phase Inverter 100%
• Total Harmonic Distortion 66%
• Two-level 33%
• Voltage Source 33%

Engineering

• Computational Cost 33%
• Control Algorithm 33%
• Control Strategy 66%
• Model Uncertainty 33%
• Model-Free Control 33%
• Non-Linear Dynamic 66%
• Optimal Controller 33%
• Policy Control 33%
• Power Converter 33%
• Power Inverter 66%
• Reinforcement Learning 100%
• Sampling Frequency 33%
• Simulated Result 33%
• Square Error 66%
• Tasks 33%
• Three-Phase Inverter 100%
• Total Harmonic Distortion 66%
• Voltage Source 33%

Chemical Engineering

• Reinforcement Learning 100%