A reinforcement learning-based economic model predictive control framework for autonomous operation of chemical reactors

Engineering

• Chemical Reactor 100%
• Economic Model Predictive Control 100%
• Reinforcement Learning 100%
• Model Parameter 33%
• Closed Loop 16%
• Control Scheme 16%
• Model Prediction 16%
• Control Strategy 16%
• Recursive 16%
• Parameter Estimation 16%
• Feedback Control Systems 16%
• Reactor Operation 16%
• Model-Based Control 16%
• Loop Stability 16%
• Practical Significance 16%
• Model-Free Control 16%
• Nonlinear System 16%
• Learning Algorithm 16%

Chemical Engineering

• Economic Model Predictive Control 100%
• Reinforcement Learning 100%
• Chemical Reactor 100%
• Closed Loop Systems 16%
• Nonlinear System 16%

Keyphrases

• Autonomous Operation 100%
• Model-based Control Strategies 16%
• Learning Economics 16%