2020 Virtual AIChE Annual Meeting

Session: Modeling, Control and Optimization of Energy Systems

Chair

Ellis, M., University of California, Davis

Co-Chair

Dowling, A., University of Notre Dame

Presentations

08:00 AM

(596a) Nonlinear Programming Strategies for Optimization of Dynamic Chemical Looping Reactor Models
Parker, R., Biegler, L.

08:15 AM

(596b) Optimal Control of Chemical Looping Reactors for Process Intensification of Natural Gas Upgrading
Ganesh, A., Pinnamaraju, V. S., Ogunnaike, B. A., Vlachos, D.

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
Patron, G., Ricardez-Sandoval, L.

08:45 AM

(596d) Enhancing Glucose Yield By Modeling of Cellulose Accessibility: Application of Model Predictive Control to Alkaline Pretreatment for Bioethanol Production
Choi, H. K., Son, S. H., Kwon, J.

09:00 AM

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

09:15 AM

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

09:30 AM

(596h) Using Residual Neural Networking and Lagrange Optimization to Predict Cooling Demand and Calculate Optimal Chiller Settings
Ziolkowski, N., Samuel, J., Weiss, E.