2020 Virtual AIChE Annual Meeting

Session: Predictive Control and Optimization

Chair

Ali Mesbah, University of California, Berkeley

Co-Chair

Helen Durand, Wayne State University

Presentations

08:00 AM

(434a) Physics-Based Machine Learning Modeling for Model Predictive Control of Nonlinear Processes
Zhe Wu, David Rincon, Panagiotis Christofides

08:15 AM

(434b) Diffusing-Horizon Model Predictive Control
Sungho Shin, Victor M. Zavala

08:30 AM

(434c) Fast and Convergent Nonconvex Constrained Distributed Optimization and Its Application to Distributed MPC
Wentao Tang, Prodromos Daoutidis

08:45 AM

(434d) An Offset-Free Control Framework for Koopman Lyapunov-Based Model Predictive Control
Joseph Kwon, Sang Hwan Son, Abhinav Narasingam

09:00 AM

(434e) Interacting Dynamical System Control By Multi-Parametric Distributed Model Predictive Control
Hari S. Ganesh, Styliani Avraamidou, Efstratios Pistikopoulos, Iosif Pappas, Iosif Pappas

09:15 AM

(434f) A Back-Off Approach for Simultaneous Design and Nonlinear Model Predictive Control of Dynamic Systems Under Uncertainty
Oscar Palma-Flores, Luis Ricardez-Sandoval

09:30 AM

(434g) Goal-Oriented Model Learning with High-Fidelity Simulations Using MPC-Embedded Bayesian Optimization
Farshud Sorourifar, Georgios Makrygiorgos, Ali Mesbah, Joel Paulson

09:45 AM

(434h) Tractable Control-Theoretic Constraint Design for Lyapunov-Based Economic Model Predictive Control
Helen Durand, Dominc Messina