51 Software Tools and Implementations for Process Systems Engineering


Description:
Process Systems Engineering is heavily dependent on computation, and thus PSE research relies on good implementations of tools, models, and algorithms to effectively develop, evaluate, and deploy research advancements. This session encourages submissions that focus on the intersection of PSE with software engineering. Presentations describing software implementations are welcome. We especially encourage submissions discussing: Approaches to transforming algorithmic protocols into reliable implementations; Extension of PSE tools to non-traditional platforms; including GPUs, parallel computing, and cloud computing; New implementations of algorithms, tool suites, or modeling environments; Support tools, including frameworks for supporting development, testing and evaluation.

Sponsor:
Computing Systems and Technology Division


Chair:
Benoit Chachuat
Reader
Imperial College London
Centre for Process Systems Engineering, Department of Chemical Engineering
South Kensington Campus
London
SW7 2AZ
Email: b.chachuat@imperial.ac.uk

Co-Chair:
Bethany Nicholson
Senior Member of Technical Staff
Sandia National Laboratories
Center for Computing Research
Albuquerque, NM
60616
Email: blnicho@sandia.gov


Papers:
51a
Pynumero: Python Numerical Optimization
Jose S. Rodriguez, Purdue University; Bethany Nicholson, Center for Computing Research, Sandia National Laboratories; Carl D. Laird, Sandia National Laboratories; John D. Siirola, Sandia National Laboratories
51b
Graph-Based Modeling Abstractions and Computational Tools for Complex Systems
Jordan Jalving, University of Wisconsin Madison; Victor M. Zavala, University of Wisconsin-Madison
51c
Plasmoalgorithms, a Collection of Decomposition Algorithms for Graph-Based Problem Representations
Braulio Brunaud, Carnegie Mellon University; M. Paz Ochoa, Carnegie Mellon University; Alisandra Welch, Carnegie Mellon University; Ignacio E. Grossmann, Carnegie Mellon University
51d
Component Based Development of Application Specific Computer-Aided Tools
Anjan Kumar Tula, Auburn University; Mario Richard Eden, Auburn University; Rafiqul Gani, PSE for SPEED; Xi Chen, Zhejiang University
51e
SPICE: A Computer-Aided Platform for Simultaneous Process Synthesis and Intensification
Jianping Li, Texas A&M University; Salih E. Demirel, Texas A&M University; M. M. Faruque Hasan, Texas A&M University
51f
Data Driven Modeling in Alamo: Feature Selection and Non-Parametric Modeling Applications
Zachary Wilson, Carnegie Mellon University; Nick Sahinidis, Carnegie Mellon University
51g
Recent Advances in the E­a­G­O Platform: Global and Robust Optimization in Julia
Matthew Wilhelm, University of Connecticut; Matthew D. Stuber, University of Connecticut
51h
A Sensitivity-Based Nonlinear Model Predictive Control and State-Estimation Framework in Python
David Thierry, Carnegie Mellon University; Bethany Nicholson, Sandia National Laboratories; Lorenz T. Biegler, Carnegie Mellon University
Abstract Submissions Closed
See more of this Group/Topical: Computing and Systems Technology Division