Comparison of fault detection techniques: problem and solution. - S. J. Lou; Hector M. Budman; Thomas A. Duever (ACC, 2002)

Online adaptive parameter estimator design and tuning. - Michael Shagalov; H. M. Budman (ACC, 2002)

Optimal experimental design for training of a fault diagnosis algorithm. - S. J. Lou; Thomas A. Duever; Hector M. Budman (Comput. Chem. Eng., 2004)

On-line adaptive parameter estimator tuning. - Michael Shagalov; Hector M. Budman (Comput. Chem. Eng., 2004)

Integration of Design and Control: A Robust Control Approach Using MPC. - Nongluk Chawankul; Hector M. Budman; Peter L. Douglas (CDC/ECC, 2005)

The integration of design and control: IMC control and robustness. - Nongluk Chawankul; H. M. Budman; Peter L. Douglas (Comput. Chem. Eng., 2005)

Integration of design and control for chemical processes: A review of the literature and some recent results. - Luis A. Ricardez-Sandoval; H. M. Budman; Peter L. Douglas (Annu. Rev. Control., 2009)

Tuning an adaptive controller using a robust control approach. - Jesse Huebsch; Luis A. Ricardez-Sandoval; Hector M. Budman (Int. J. Control, 2009)

A methodology for the simultaneous design and control of large-scale systems under process parameter uncertainty. - Luis A. Ricardez-Sandoval; Peter L. Douglas; H. M. Budman (Comput. Chem. Eng., 2011)

Finding a trade-off between observability and economics in the fault detection of chemical processes. - M. Bin Shams; Hector M. Budman; Thomas A. Duever (Comput. Chem. Eng., 2011)

A robust distributed model predictive control based on a dual-mode approach. - Walid Al-Gherwi; Hector M. Budman; Ali Elkamel (Comput. Chem. Eng., 2013)

An MPC-based control structure selection approach for simultaneous process and control design. - Gloria Gutiérrez; Luis A. Ricardez-Sandoval; H. M. Budman; César de Prada (Comput. Chem. Eng., 2014)

Fault detection and diagnosis with parametric uncertainty using generalized polynomial chaos. - Yuncheng Du; Thomas A. Duever; Hector M. Budman (Comput. Chem. Eng., 2015)

Robust-distributed MPC tolerant to communication loss. - Divya Kumar; Walid Al-Gherwi; Hector M. Budman (Comput. Chem. Eng., 2016)

Economic model predictive control of chemical processes with parameter uncertainty. - Omar Santander; Ali Elkamel; Hector M. Budman (Comput. Chem. Eng., 2016)

Comparison of stochastic fault detection and classification algorithms for nonlinear chemical processes. - Yuncheng Du; Hector M. Budman; Thomas A. Duever (Comput. Chem. Eng., 2017)

On the use of physical boundary conditions for two-phase flow simulations: Integration of control feedback. - Mehrez Agnaou; Tanyakarn Treeratanaphitak; Amir Mowla; Marios Ioannidis; Nasser Mohieddin Abukhdeir; Hector M. Budman (Comput. Chem. Eng., 2018)

Simultaneous identification and optimization of biochemical processes under model-plant mismatch using output uncertainty bounds. - Rubin Hille; Hector M. Budman (Comput. Chem. Eng., 2018)

A method for tackling primal multiplicity of solutions of dynamic flux balance models. - Xin Shen; Hector M. Budman (Comput. Chem. Eng., 2020)

Robust estimation and economic predictive control for dynamic metabolic flux systems under probabilistic uncertainty. - Honghao Zheng; Luis A. Ricardez-Sandoval; Hector M. Budman (Comput. Chem. Eng., 2020)

Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis. - Piyush Agarwal; Jorge Ivan Mireles Gonzalez; Ali Elkamel; Hector M. Budman (CoRR, 2020)

Explainability: Relevance based dynamic deep learning algorithm for fault detection and diagnosis in chemical processes. - Piyush Agarwal; Melih Tamer; Hector M. Budman (Comput. Chem. Eng., 2021)

A novel unsupervised approach for batch process monitoring using deep learning. - Piyush Agarwal; Mohammad Aghaee; Melih Tamer; Hector M. Budman (Comput. Chem. Eng., 2022)

Online estimation using dynamic flux balance model and multiparametric programming. - Xin Shen; Hector M. Budman (Comput. Chem. Eng., 2022)

A Method for tackling multiplicity in dynamic flux balance models by an ellipsoidal reflection operation. - Xin Shen; Hector M. Budman (Comput. Chem. Eng., 2023)

A coupled metabolic flux/compartmental hydrodynamic model for large-scale aerated bioreactors. - Ittisak Promma; Marc Aucoin; Nasser Mohieddin Abukhdeir; Hector M. Budman (Comput. Chem. Eng., 2024)

A flow alignment-informed method for compartmental modelling. - Alexandru Andrei Vasile; Marc Aucoin; Hector M. Budman; Nasser Mohieddin Abukhdeir (Comput. Chem. Eng., 2024)

A robust batch-to-batch optimization framework for pharmaceutical applications. - Ali Ghodba; Anne Richelle; Chris McCready; Luis A. Ricardez-Sandoval; Hector M. Budman (Comput. Chem. Eng., 2025)