A review of stochastic programming methods for optimization of process systems under uncertainty

C Li, IE Grossmann - Frontiers in Chemical Engineering, 2021 - frontiersin.org
Uncertainties are widespread in the optimization of process systems, such as uncertainties
in process technologies, prices, and customer demands. In this paper, we review the basic …

Improvements for decomposition based methods utilized in the development of multi-scale energy systems

RC Allen, F Iseri, CD Demirhan, I Pappas… - Computers & Chemical …, 2023 - Elsevier
The optimal design of large-scale energy systems can be found by posing the problem as an
integrated multi-period planning and scheduling mathematical programming problem. Due …

Shale gas pad development planning under price uncertainty

C Li, JP Eason, MG Drouven, IE Grossmann - AIChE Journal, 2020 - Wiley Online Library
In this article, we study shale gas pad development under natural gas price uncertainty. We
optimize the sequence of operations, gas curtailment, and storage on a single pad to …

On proximal augmented Lagrangian based decomposition methods for dual block-angular convex composite programming problems

KY Ding, XY Lam, KC Toh - Computational Optimization and Applications, 2023 - Springer
We design inexact proximal augmented Lagrangian based decomposition methods for
convex composite programming problems with dual block-angular structures. Our methods …

Algorithms for Stochastic Mixed-integer Nonlinear Programming and Long Term Optimization of Electric Power Systems

C Li - 2021 - search.proquest.com
Algorithms for Stochastic Mixed-integer Nonlinear Programming and Long Term Optimization
of Electric Power Systems Submitted in Page 1 Algorithms for Stochastic Mixed-integer …

[PDF][PDF] Single-Scenario Facet Preservation for Stochastic Mixed-Integer Programs

A Karagoz, D Mildebrath, AJ Schaefer - 2023 - optimization-online.org
We consider improving the polyhedral representation of the extensive form of a stochastic
mixed-integer program (SMIP). Given a facet for a single-scenario version of an SMIP, our …

Solution Strategies for Developing Large-Scale Energy Systems

R Allen - 2022 - oaktrust.library.tamu.edu
Due to globalization, liberalization of emerging markets, and population growth, the
demands for raw materials and manufactured products are rapidly increasing …

[PDF][PDF] The Home Service Assignment, Routing, and Appointment Scheduling (H-SARA) problem with Uncertainties

SN Johnn, Y Zhu, A Miniguano-Trujillo, A Gupte - 2021 - optimization-online.org
Abstract The Home Service Assignment, Routing, and Appointment scheduling (H-SARA)
problem integrates the strategical fleet-sizing, tactical assignment, operational vehicle …

[PDF][PDF] PUBLICATIONS: Ignacio E. Grossmann May 2023

I Quimicos - Networks, 1978 - egon.cheme.cmu.edu
Publications 2023 Page 1 PUBLICATIONS: Ignacio E. Grossmann May 2023 1. Castellanos, J.
and I. Grossmann, "Mathematical Modelling of a Vapour Condenser with Non-condensible …