Process Control & Optimization Laboratory

Research Area

• Process System Modelling (Battery, Catalytic Reactor, Parameter Estimation, etc.)

• Process Control and Design (Model Predictive Control, Observer Design, Multi-objective Optimal Design, etc.)

• Fault Detection and Diagnosis (Data-based Fault Detection, Multi-autoencoder, etc.)

• Active Learning (Finding Optimal Reaction Condition Efficiently, etc.)

• Safe Reinforcement Learning