2020 Virtual AIChE Annual Meeting

Session: Software Tools and Implementations for Process Systems Engineering

Chair

Matthew Stuber, University of Connecticut

Co-Chair

Bethany Nicholson, Sandia National Laboratories

Presentations

08:00 AM

(33a) Pyomo.GDP: An Ecosystem for Logic-Based Modeling and Optimization Development
David E. Bernal, Qi Chen, John Siirola, Emma Johnson, Ignacio Grossmann, Romeo Valentin, Sunjeev Kale, Johnny Bates

08:15 AM

(33b) Modeling Infinite-Dimensional Optimization Problems in Infiniteopt.Jl
Joshua Pulsipher, Weiqi Zhang, Victor M. Zavala

08:30 AM

(33c) An Open-Source Tool for Implementing and Comparing Sparse Regression Methods
Owais Sarwar, Christian D. Hubbs, Nick Sahinidis

08:45 AM

(33d) Toward Large-Scale Nonlinear Parameter Estimation with Mixed Effect Models
Lorenz Biegler, Daniel Hickman, Daniel W. Trahan, Thomas Krumpolc

09:00 AM

(33e) Towards a System for Optimal Multi-Floor Process Plant Layout Design
Jude O. Ejeh, Lazaros G. Papageorgiou, Songsong Liu

09:15 AM

(33f) An Algorithmic Toolbox for Surrogate-Based Optimization of Mixed- Integer Nonlinear Problems
Sun Hye Kim, Fani Boukouvala

09:30 AM

(33g) High-Performance, Scalable Nonlinear Programming Algorithms with Pynumero and Pyomo
Carl Laird, Lorenz Biegler, Michael Bynum, Bethany Nicholson, Robert Parker, John Siirola, Jose S. Rodriguez