2023 AIChE Annual Meeting

Session: Data-driven Modeling, Estimation and Optimization for Control I

Chair

Tang, W., University of Minnesota

Co-Chair

Tsay, C., Imperial College London

Presentations

12:30 PM

(386a) Error-Triggered on-Line Model Updates for Sparse Identification-Based Feedback Control

12:48 PM

(386b) Model-Based Reinforcement Learning Algorithms for Feedback Control of Complex Dynamic Systems

01:06 PM

(386c) Predictive Control of Chemical Processes Using Physics-Informed Neural Network Models

01:24 PM

(386d) End-to-End Reinforcement Learning of Koopman Models for Economic Model Predictive Control

02:00 PM

(386f) Dynamic Reconfiguration for Modular Facilities Using Machine Learning Assisted Mixed-Integer Nonlinear Model Predictive Control

02:18 PM

(386g) Dissipativity Learning and Verification from Online Trajectories of Nonlinear Dynamics

02:36 PM

(386h) Latent Dynamic Networked System Identification with High-Dimensional Data from Interconnected Process Networks