Hector M. Budman

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 14

Top Topics

Monte Carlo Simulation

Fault Detection

Spline Interpolation

Robust Estimation

Top Venues

Comput. Chem. Eng.

Publications

Xin Shen, Hector M. Budman
A Method for tackling multiplicity in dynamic flux balance models by an ellipsoidal reflection operation. Comput. Chem. Eng. 177 (2023)
Piyush Agarwal, Mohammad Aghaee, Melih Tamer, Hector M. Budman
A novel unsupervised approach for batch process monitoring using deep learning. Comput. Chem. Eng. 159 (2022)
Xin Shen, Hector M. Budman
Online estimation using dynamic flux balance model and multiparametric programming. Comput. Chem. Eng. 164 (2022)
Piyush Agarwal, Melih Tamer, Hector M. Budman
Explainability: Relevance based dynamic deep learning algorithm for fault detection and diagnosis in chemical processes. Comput. Chem. Eng. 154 (2021)
Piyush Agarwal, Melih Tamer, Hector M. Budman
Explainability: Relevance based Dynamic Deep Learning Algorithm for Fault Detection and Diagnosis in Chemical Processes. CoRR (2021)
Piyush Agarwal, Jorge Ivan Mireles Gonzalez, Ali Elkamel, Hector M. Budman
Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis. CoRR (2020)
Honghao Zheng, Luis A. Ricardez-Sandoval, Hector M. Budman
Robust estimation and economic predictive control for dynamic metabolic flux systems under probabilistic uncertainty. Comput. Chem. Eng. 140 (2020)
Xin Shen, Hector M. Budman
A method for tackling primal multiplicity of solutions of dynamic flux balance models. Comput. Chem. Eng. 143 (2020)
Mehrez Agnaou, Tanyakarn Treeratanaphitak, Amir Mowla, Marios Ioannidis, Nasser Mohieddin Abukhdeir, Hector M. Budman
On the use of physical boundary conditions for two-phase flow simulations: Integration of control feedback. Comput. Chem. Eng. 118 (2018)
Rubin Hille, Hector M. Budman
Simultaneous identification and optimization of biochemical processes under model-plant mismatch using output uncertainty bounds. Comput. Chem. Eng. 113 (2018)
Yuncheng Du, Hector M. Budman, Thomas A. Duever
Comparison of stochastic fault detection and classification algorithms for nonlinear chemical processes. Comput. Chem. Eng. 106 (2017)
Divya Kumar, Walid Al-Gherwi, Hector M. Budman
Robust-distributed MPC tolerant to communication loss. Comput. Chem. Eng. 88 (2016)
Omar Santander, Ali Elkamel, Hector M. Budman
Economic model predictive control of chemical processes with parameter uncertainty. Comput. Chem. Eng. 95 (2016)
Yuncheng Du, Thomas A. Duever, Hector M. Budman
Fault detection and diagnosis with parametric uncertainty using generalized polynomial chaos. Comput. Chem. Eng. 76 (2015)
Walid Al-Gherwi, Hector M. Budman, Ali Elkamel
A robust distributed model predictive control based on a dual-mode approach. Comput. Chem. Eng. 50 (2013)
M. Bin Shams, Hector M. Budman, Thomas A. Duever
Finding a trade-off between observability and economics in the fault detection of chemical processes. Comput. Chem. Eng. 35 (2) (2011)
Jesse Huebsch, Luis A. Ricardez-Sandoval, Hector M. Budman
Tuning an adaptive controller using a robust control approach. Int. J. Control 82 (5) (2009)
N. Chawankul, Hector M. Budman, P. L. Douglas
Integration of Design and Control: A Robust Control Approach Using MPC. CDC/ECC (2005)
Michael Shagalov, Hector M. Budman
On-line adaptive parameter estimator tuning. Comput. Chem. Eng. 28 (4) (2004)
S. J. Lou, Thomas A. Duever, Hector M. Budman
Optimal experimental design for training of a fault diagnosis algorithm. Comput. Chem. Eng. 28 (9) (2004)
S. J. Lou, Hector M. Budman, Thomas A. Duever
Comparison of fault detection techniques: problem and solution. ACC (2002)