Chemical Engineering
Model Predictive control Control relevant modelling for MPC, Set theoretic based MPC approaches, Stabilizing and robust MPC using Lyapunov methods, Computationally efficient MPC algorithms, MPC with Mixed Integer Programming System identification Multiple model based identification of nonlinear systems, Probabilistic approaches for robust identification, Maximum Likelihood Estimation and Expectation-Maximization (EM) algorithm for system identification Bayesian data analytics Bayesian methods fo