2022 Annual Meeting

Session: Data-Driven Dynamic Modeling, Estimation and Control II

Chair

Wang, Z., Dow Inc.

Co-Chair

Bispo, H., Federal University of Campina Grande

Presentations

12:30 PM

(106a) Building a Large-Scale Kinetic Model for Saccharomyces Cerevisiae: Challenges and Insights

12:49 PM

(106b) Hybrid Modeling of Bioprocesses Based on a Kinetic Canonical Formalism

01:08 PM

(106c) Inverse Backward Analysis of Neural Approximants of Ordinary Differential Equations

01:27 PM

(106d) Experimental Demonstration of Closed-Loop Optimization of a Single Column Pressure Swing Adsorption (PSA)-Based Oxygen Concentrator Using Machine Learning

01:46 PM

(106e) Nonlinear Reactor Design Optimization with Embedded Microkinetic Model Information for Sustainable Shale Gas Processing

02:05 PM

(106f) Deep Learning Aided Koopman Predictive Control for Post-Combustion CO2 Capture Process

02:24 PM

(106g) Development of Algorithms for Augmenting and Replacing Conventional Process Control Using Reinforcement Learning

02:43 PM

(106h) Data-Driven Predictive Control of Two-Timescale Dynamics: Application to a Battery System