Intelligent Control of Wastewater Treatment Plants Based on Model-Free Deep Reinforcement Learning

Keyphrases

• Wastewater Treatment Plant 100%
• Mathematical Model 100%
• Real Process 100%
• Plant-based 100%
• Intelligent Control 100%
• Model-free Deep Reinforcement Learning 100%
• Learning Methodology 75%
• Reinforcement Deep Learning 75%
• Deep Learning Methods 50%
• Transfer Learning Model 50%
• Learning Process 25%
• Biological Processes 25%
• Activated Sludge Process 25%
• Operating Cost 25%
• Transfer Learning 25%
• Deep Reinforcement Learning (deep RL) 25%
• High Uncertainty 25%
• Model-based Control 25%
• Uncertainty Disturbance 25%
• Conflicting Objectives 25%
• Environmental Impact Cost 25%
• Suboptimal Solutions 25%
• Climatic Disturbances 25%
• Data-driven Learning 25%

Chemical Engineering

• Wastewater Treatment Plant 100%
• Reinforcement Learning 100%
• Deep Learning Method 100%
• Activated Sludge Process 33%