Omar Santander

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Knapsack Problem

Model Predictive Control

Top Venues

Comput. Chem. Eng.

Publications

Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
A Bayesian approach to improving production planning. Comput. Chem. Eng. 173 (2023)
Omar Santander, Ioannis Giannikopoulos, Michael Baldea
An integrated deep learning - short term production scheduling - optimal control framework for batch processes. ACC (2023)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
Deep learning economic model predictive control for refinery operation: A fluid catalytic cracker - fractionator case study. ICSTCC (2022)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
Integrated deep learning-production planning-economic model predictive control framework for large-scale processes. A fluid catalytic cracker-fractionator case study. Comput. Chem. Eng. 167 (2022)
Omar Santander, Vidyashankar Kuppuraj, Christopher A. Harrison, Michael Baldea
An open source fluid catalytic cracker - fractionator model to support the development and benchmarking of process control, machine learning and operation strategies. Comput. Chem. Eng. 164 (2022)
Omar Santander, Michael Baldea
Control-aware batch process scheduling. Comput. Chem. Eng. 152 (2021)
Omar Santander, Christopher L. Betts, Erin E. Archer, Michael Baldea
On the interaction and integration of production planning and (advanced) process control. Comput. Chem. Eng. 133 (2020)
Omar Santander, Ali Elkamel, Hector M. Budman
Economic model predictive control of chemical processes with parameter uncertainty. Comput. Chem. Eng. 95 (2016)