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 the optimal reaction condition efficiently, etc.)

  • Safe Reinforcement Learning