Benoît Chachuat

Orcid: 0000-0003-4780-9686

According to our database1, Benoît Chachuat authored at least 38 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Machine learning for industrial sensing and control: A survey and practical perspective.
CoRR, 2024

Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction.
Comput. Chem. Eng., 2024

2023
Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations.
Comput. Chem. Eng., June, 2023

2022
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey.
CoRR, 2022

Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns.
Comput. Chem. Eng., 2022

Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation.
Comput. Chem. Eng., 2022

2021
Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation.
Comput. Chem. Eng., 2021

Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization.
CoRR, 2020

Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex.
Comput. Chem. Eng., 2020

2019
Global optimization in Hilbert space.
Math. Program., 2019

2017
Sensitivity Analysis of Uncertain Dynamic Systems Using Set-Valued Integration.
SIAM J. Sci. Comput., 2017

Chebyshev model arithmetic for factorable functions.
J. Glob. Optim., 2017

Robust MPC via min-max differential inequalities.
Autom., 2017

Branch-and-lift algorithm for obstacle avoidance control.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies.
IMA J. Math. Control. Inf., 2016

Design of multi-parametric NCO tracking controllers for linear dynamic systems.
Comput. Chem. Eng., 2016

2015
Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set-Parameterizations.
SIAM J. Numer. Anal., 2015

Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs.
J. Glob. Optim., 2015

Bayesian Optimization with Dimension Scheduling: Application to Biological Systems.
CoRR, 2015

Local optimization of dynamic programs with guaranteed satisfaction of path constraints.
Autom., 2015

2014
Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control.
J. Optim. Theory Appl., 2014

2013
Convergence analysis of Taylor models and McCormick-Taylor models.
J. Glob. Optim., 2013

Optimization-Based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems.
Proceedings of the 9th IFAC Symposium on Nonlinear Control Systems, 2013

Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques.
Proceedings of the 12th European Control Conference, 2013

A dynamic model coupling photoacclimation and photoinhibition in microalgae.
Proceedings of the 12th European Control Conference, 2013

A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Directional Input Adaptation in Parametric Optimal Control Problems.
SIAM J. Control. Optim., 2012

A superstructure optimization approach for water network synthesis with membrane separation-based regenerators.
Comput. Chem. Eng., 2012

2011
Convex/concave relaxations of parametric ODEs using Taylor models.
Comput. Chem. Eng., 2011

2010
Selective input adaptation in parametric optimal control problems involving terminal constraints.
Proceedings of the American Control Conference, 2010

2009
McCormick-Based Relaxations of Algorithms.
SIAM J. Optim., 2009

Towards global bilevel dynamic optimization.
J. Glob. Optim., 2009

Neighbouring-extremal control for singular dynamic optimisation problems. Part I: single-input systems.
Int. J. Control, 2009

Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems.
Int. J. Control, 2009

Adaptation strategies for real-time optimization.
Comput. Chem. Eng., 2009

Parametric sensitivity of path-constrained optimal control: Towards selective input adaptation.
Proceedings of the American Control Conference, 2009

2003
Dynamic optimisation of alternating activated sludge processes.
Proceedings of the 7th European Control Conference, 2003


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