2020 Virtual AIChE Annual Meeting

Session: Software Tools and Implementations for Process Systems Engineering

Chair

Stuber, M., University of Connecticut

Co-Chair

Nicholson, B., Sandia National Laboratories

Presentations

08:00 AM

(33a) Pyomo.GDP: An Ecosystem for Logic-Based Modeling and Optimization Development
Bernal, D. E., Chen, Q., Siirola, J., Johnson, E., Grossmann, I., Valentin, R., Kale, S., Bates, J.

08:15 AM

(33b) Modeling Infinite-Dimensional Optimization Problems in Infiniteopt.Jl
Pulsipher, J., Zhang, W., Zavala, V. M.

08:30 AM

(33c) An Open-Source Tool for Implementing and Comparing Sparse Regression Methods
Sarwar, O., Hubbs, C. D., Sahinidis, N.

08:45 AM

(33d) Toward Large-Scale Nonlinear Parameter Estimation with Mixed Effect Models
Biegler, L., Hickman, D., Trahan, D. W., Krumpolc, T.

09:00 AM

(33e) Towards a System for Optimal Multi-Floor Process Plant Layout Design
Ejeh, J. O., Papageorgiou, L. G., Liu, S.

09:15 AM

(33f) An Algorithmic Toolbox for Surrogate-Based Optimization of Mixed- Integer Nonlinear Problems
Kim, S. H., Boukouvala, F.

09:30 AM

(33g) High-Performance, Scalable Nonlinear Programming Algorithms with Pynumero and Pyomo
Laird, C., Biegler, L., Bynum, M., Nicholson, B., Parker, R., Siirola, J., Rodriguez, J. S.