2020 Virtual AIChE Annual Meeting

Session: Modeling, Control and Optimization of Energy Systems

Chair

Matthew Ellis, University of California, Davis

Co-Chair

Alexander Dowling, University of Notre Dame

Presentations

08:00 AM

(596a) Nonlinear Programming Strategies for Optimization of Dynamic Chemical Looping Reactor Models
Robert Parker, Lorenz Biegler

08:15 AM

(596b) Optimal Control of Chemical Looping Reactors for Process Intensification of Natural Gas Upgrading
Ajay Ganesh, Vivek S. Pinnamaraju, Babatunde A. Ogunnaike, Dionisios Vlachos

08:30 AM

(596c) An Integrated Approach for Real-Time Economic Optimization, State Estimation, and Control for a Post-Combustion Carbon Capture Absorber Section Under Uncertainty
Gabriel Patron, Luis Ricardez-Sandoval

08:45 AM

(596d) Enhancing Glucose Yield By Modeling of Cellulose Accessibility: Application of Model Predictive Control to Alkaline Pretreatment for Bioethanol Production
Hyun-Kyu Choi, Sang Hwan Son, Joseph Kwon

09:00 AM

(596f) Machine Learning Based Real-Time Optimization of Multi-Cell Industrial Evaporative Cooling Tower
Landen Blackburn, Jacob F. Tuttle, Kody Powell

09:15 AM

(596g) Recurrent Neural Network-Based Economic Model Predictive Control Framework Applied to a Building HVAC System
Matthew Ellis

09:30 AM

(596h) Using Residual Neural Networking and Lagrange Optimization to Predict Cooling Demand and Calculate Optimal Chiller Settings
Nicholas Ziolkowski, Jonathan Samuel, Ethan Weiss