Hector M. Budman

24 papers C 1Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A robust batch-to-batch optimization framework for pharmaceutical applications.
Comput. Chem. Eng.
Ali Ghodba, Anne Richelle, Chris McCready, Luis A. Ricardez-Sandoval, Hector M. Budman
2024 J jnl
A coupled metabolic flux/compartmental hydrodynamic model for large-scale aerated bioreactors.
Comput. Chem. Eng.
Ittisak Promma, Marc Aucoin, Nasser Mohieddin Abukhdeir, Hector M. Budman
2024 J jnl
A flow alignment-informed method for compartmental modelling.
Comput. Chem. Eng.
Alexandru Andrei Vasile, Marc Aucoin, Hector M. Budman, Nasser Mohieddin Abukhdeir
2023 J jnl
A Method for tackling multiplicity in dynamic flux balance models by an ellipsoidal reflection operation.
Comput. Chem. Eng.
Xin Shen, Hector M. Budman
2022 J jnl
A novel unsupervised approach for batch process monitoring using deep learning.
Comput. Chem. Eng.
Piyush Agarwal, Mohammad Aghaee, Melih Tamer, Hector M. Budman
2022 J jnl
Online estimation using dynamic flux balance model and multiparametric programming.
Comput. Chem. Eng.
Xin Shen, Hector M. Budman
2021 J jnl
Explainability: Relevance based Dynamic Deep Learning Algorithm for Fault Detection and Diagnosis in Chemical Processes.
CoRR
Piyush Agarwal, Melih Tamer, Hector M. Budman
2021 J jnl
Explainability: Relevance based dynamic deep learning algorithm for fault detection and diagnosis in chemical processes.
Comput. Chem. Eng.
Piyush Agarwal, Melih Tamer, Hector M. Budman
2020 J jnl
A method for tackling primal multiplicity of solutions of dynamic flux balance models.
Comput. Chem. Eng.
Xin Shen, Hector M. Budman
2020 J jnl
Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis.
CoRR
Piyush Agarwal, Jorge Ivan Mireles Gonzalez, Ali Elkamel, Hector M. Budman
2020 J jnl
Robust estimation and economic predictive control for dynamic metabolic flux systems under probabilistic uncertainty.
Comput. Chem. Eng.
Honghao Zheng, Luis A. Ricardez-Sandoval, Hector M. Budman
2018 J jnl
On the use of physical boundary conditions for two-phase flow simulations: Integration of control feedback.
Comput. Chem. Eng.
Mehrez Agnaou, Tanyakarn Treeratanaphitak, Amir Mowla, Marios Ioannidis, Nasser Mohieddin Abukhdeir, Hector M. Budman
2018 J jnl
Simultaneous identification and optimization of biochemical processes under model-plant mismatch using output uncertainty bounds.
Comput. Chem. Eng.
Rubin Hille, Hector M. Budman
2017 J jnl
Comparison of stochastic fault detection and classification algorithms for nonlinear chemical processes.
Comput. Chem. Eng.
Yuncheng Du, Hector M. Budman, Thomas A. Duever
2016 J jnl
Economic model predictive control of chemical processes with parameter uncertainty.
Comput. Chem. Eng.
Omar Santander, Ali Elkamel, Hector M. Budman
2016 J jnl
Robust-distributed MPC tolerant to communication loss.
Comput. Chem. Eng.
Divya Kumar, Walid Al-Gherwi, Hector M. Budman
2015 J jnl
Fault detection and diagnosis with parametric uncertainty using generalized polynomial chaos.
Comput. Chem. Eng.
Yuncheng Du, Thomas A. Duever, Hector M. Budman
2013 J jnl
A robust distributed model predictive control based on a dual-mode approach.
Comput. Chem. Eng.
Walid Al-Gherwi, Hector M. Budman, Ali Elkamel
2011 J jnl
Finding a trade-off between observability and economics in the fault detection of chemical processes.
Comput. Chem. Eng.
M. Bin Shams, Hector M. Budman, Thomas A. Duever
2009 J jnl
Tuning an adaptive controller using a robust control approach.
Int. J. Control
Jesse Huebsch, Luis A. Ricardez-Sandoval, Hector M. Budman
2005 — conf
Integration of Design and Control: A Robust Control Approach Using MPC.
CDC/ECC
Nongluk Chawankul, Hector M. Budman, Peter L. Douglas
2004 J jnl
On-line adaptive parameter estimator tuning.
Comput. Chem. Eng.
Michael Shagalov, Hector M. Budman
2004 J jnl
Optimal experimental design for training of a fault diagnosis algorithm.
Comput. Chem. Eng.
S. J. Lou, Thomas A. Duever, Hector M. Budman
2002 C conf
Comparison of fault detection techniques: problem and solution.
ACC
S. J. Lou, Hector M. Budman, Thomas A. Duever