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ORCIDHector M. Budman
Person information
- affiliation: University of Waterloo, ON, Canada
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Journal Articles
- 2023
[j21]Xin Shen
, Hector M. Budman:
A Method for tackling multiplicity in dynamic flux balance models by an ellipsoidal reflection operation. Comput. Chem. Eng. 177: 108350 (2023)- 2022
- [j20]Piyush Agarwal, Mohammad Aghaee, Melih Tamer, Hector M. Budman:
A novel unsupervised approach for batch process monitoring using deep learning. Comput. Chem. Eng. 159: 107694 (2022) - [j19]Xin Shen, Hector M. Budman:
Online estimation using dynamic flux balance model and multiparametric programming. Comput. Chem. Eng. 164: 107872 (2022) - 2021
- [j18]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: 107467 (2021) - 2020
- [j17]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: 106918 (2020) - [j16]Xin Shen, Hector M. Budman:
A method for tackling primal multiplicity of solutions of dynamic flux balance models. Comput. Chem. Eng. 143: 107070 (2020) - 2018
- [j15]Rubin Hille, Hector M. Budman:
Simultaneous identification and optimization of biochemical processes under model-plant mismatch using output uncertainty bounds. Comput. Chem. Eng. 113: 125-138 (2018) - [j14]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: 268-282 (2018) - 2017
- [j13]Yuncheng Du, Hector M. Budman, Thomas A. Duever:
Comparison of stochastic fault detection and classification algorithms for nonlinear chemical processes. Comput. Chem. Eng. 106: 57-70 (2017) - 2016
- [j12]Divya Kumar, Walid Al-Gherwi, Hector M. Budman:
Robust-distributed MPC tolerant to communication loss. Comput. Chem. Eng. 88: 30-38 (2016) - [j11]Omar Santander, Ali Elkamel, Hector M. Budman:
Economic model predictive control of chemical processes with parameter uncertainty. Comput. Chem. Eng. 95: 10-20 (2016) - 2015
- [j10]Yuncheng Du, Thomas A. Duever, Hector M. Budman:
Fault detection and diagnosis with parametric uncertainty using generalized polynomial chaos. Comput. Chem. Eng. 76: 63-75 (2015) - 2014
- [j9]Gloria Gutiérrez, Luis A. Ricardez-Sandoval, H. M. Budman, César de Prada:
An MPC-based control structure selection approach for simultaneous process and control design. Comput. Chem. Eng. 70: 11-21 (2014) - 2013
- [j8]Walid Al-Gherwi, Hector M. Budman, Ali Elkamel:
A robust distributed model predictive control based on a dual-mode approach. Comput. Chem. Eng. 50: 130-138 (2013) - 2011
- [j7]Luis A. Ricardez-Sandoval, Peter L. Douglas, H. M. Budman:
A methodology for the simultaneous design and control of large-scale systems under process parameter uncertainty. Comput. Chem. Eng. 35(2): 307-318 (2011) - [j6]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): 319-328 (2011) - 2009
- [j5]Luis A. Ricardez-Sandoval, H. M. Budman, Peter L. Douglas:
Integration of design and control for chemical processes: A review of the literature and some recent results. Annu. Rev. Control. 33(2): 158-171 (2009) - [j4]Jesse Huebsch, Luis A. Ricardez-Sandoval, Hector M. Budman:
Tuning an adaptive controller using a robust control approach. Int. J. Control 82(5): 894-909 (2009) - 2005
- [j3]Nongluk Chawankul, H. M. Budman, Peter L. Douglas:
The integration of design and control: IMC control and robustness. Comput. Chem. Eng. 29(2): 261-271 (2005) - 2004
- [j2]Michael Shagalov, Hector M. Budman:
On-line adaptive parameter estimator tuning. Comput. Chem. Eng. 28(4): 487-499 (2004) - [j1]S. J. Lou, Thomas A. Duever, Hector M. Budman:
Optimal experimental design for training of a fault diagnosis algorithm. Comput. Chem. Eng. 28(9): 1823-1836 (2004)
Conference and Workshop Papers
- 2005
- [c3]Nongluk Chawankul, Hector M. Budman, Peter L. Douglas:
Integration of Design and Control: A Robust Control Approach Using MPC. CDC/ECC 2005: 5174-5179 - 2002
- [c2]Michael Shagalov, H. M. Budman:
Online adaptive parameter estimator design and tuning. ACC 2002: 1520-1525 - [c1]S. J. Lou, Hector M. Budman, Thomas A. Duever:
Comparison of fault detection techniques: problem and solution. ACC 2002: 4513-4518
Informal and Other Publications
- 2021
- [i2]Piyush Agarwal, Melih Tamer, Hector M. Budman:
Explainability: Relevance based Dynamic Deep Learning Algorithm for Fault Detection and Diagnosis in Chemical Processes. CoRR abs/2103.12222 (2021) - 2020
- [i1]Piyush Agarwal, Jorge Ivan Mireles Gonzalez, Ali Elkamel, Hector M. Budman:
Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis. CoRR abs/2012.03861 (2020)
Coauthor Index
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