Luis A. Ricardez-Sandoval

46 papers C 4Journal 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Interpretable online scheduling for chemical batch plants with attention augmented reinforcement learning agents. Comput. Chem. Eng. Daniel Rangel-Martinez, Luis A. Ricardez-Sandoval
2025	J	`jnl`	A Comparison of Strategies to Embed Physics-Informed Neural Networks in Nonlinear Model Predictive Control Formulations Solved via Direct Transcription. CoRR Carlos Andrés Elorza Casas, Luis A. Ricardez-Sandoval, Joshua L. Pulsipher
2025	J	`jnl`	A comparison of strategies to embed physics-informed neural networks in nonlinear model predictive control formulations solved via direct transcription. Comput. Chem. Eng. Carlos Andrés Elorza Casas, Luis A. Ricardez-Sandoval, Joshua L. Pulsipher
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
2025	J	`jnl`	An integrated reinforcement learning framework for simultaneous generation, design, and control of chemical process flowsheets. Comput. Chem. Eng. Simone Reynoso-Donzelli, Luis A. Ricardez-Sandoval
2025	J	`jnl`	Economic nonlinear model predictive control and scheduling of multiple fed-batch fermenters in a lignocellulosic biorefinery. Comput. Chem. Eng. David A. Liñán, Jaime A. McCormick-Mantilla, Luis A. Ricardez-Sandoval
2025	J	`jnl`	Logic-Based Discrete-Steepest Descent: A solution method for process synthesis Generalized Disjunctive Programs. Comput. Chem. Eng. Daniel Ovalle, David A. Liñán, Albert Lee, Jorge M. Gómez, Luis A. Ricardez-Sandoval, Ignacio E. Grossmann, David E. Bernal Neira
2025	J	`jnl`	Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling. CoRR Gustavo Sutter, Mohammed Abdulrahman, Hao Wang, Sriram Ganapathi Subramanian, Marc St-Aubin, Sharon O'Sullivan, Lawrence Wan, Luis A. Ricardez-Sandoval, Pascal Poupart, Agustinus Kristiadi
2024	J	`jnl`	A hybrid deterministic-stochastic algorithm for the optimal design of process flowsheets with ordered discrete decisions. Comput. Chem. Eng. David A. Liñán, Gabriel Contreras-Zarazúa, Eduardo Sanchez-Ramirez, Juan Gabriel Segovia-Hernández, Luis A. Ricardez-Sandoval
2024	J	`jnl`	A recurrent reinforcement learning strategy for optimal scheduling of partially observable job-shop and flow-shop batch chemical plants under uncertainty. Comput. Chem. Eng. Daniel Rangel-Martinez, Luis A. Ricardez-Sandoval
2024	C	`conf`	Bootstrapped Gross Error Detection for Efficient and Fault-Tolerant Real-Time Optimization. ACC Gabriel D. Patrón, Luis A. Ricardez-Sandoval
2024	J	`jnl`	Economically optimal operation of recirculating aquaculture systems under uncertainty. Comput. Electron. Agric. Gabriel D. Patrón, Luis A. Ricardez-Sandoval
2024	C	`conf`	Optimal scheduling and open-loop control of network batch processes under variable processing times using Generalized Benders Decomposition. ACC David A. Liñán, Simone Reynoso-Donzelli, Luis A. Ricardez-Sandoval
2023	J	`jnl`	A capacitated lot-sizing problem in the industrial fashion sector under uncertainty: a conditional value-at-risk framework. Int. J. Prod. Res. Yajaira Cardona-Valdés, Samuel Nucamendi-Guillén, Luis A. Ricardez-Sandoval
2023	J	`jnl`	Agile process systems engineering education: What to teach, and how to teach. Comput. Chem. Eng. Daniel R. Lewin, Emilia M. Kondili, Ian T. Cameron, Grégoire Léonard, Seyed Soheil Mansouri, Fernando Gomes Martins, Luis A. Ricardez-Sandoval, Hirokazu Sugiyama, Edwin Zondervan
2023	C	`conf`	Application of Reinforcement Learning with Recurrent Neural Networks for Optimal Scheduling of Flow-Shop Systems Under Uncertainty. CoDIT Daniel Rangel-Martinez, Luis A. Ricardez-Sandoval
2023	J	`jnl`	Closed-loop operation of a simulated recirculating aquaculture system with an integrated application of nonlinear model predictive control and moving horizon estimation. Comput. Electron. Agric. Sara Kamali, Valerie C. A. Ward, Luis A. Ricardez-Sandoval
2023	J	`jnl`	Directional modifier adaptation based on input selection for real-time optimization. Comput. Chem. Eng. Gabriel D. Patrón, Luis A. Ricardez-Sandoval
2023	C	`conf`	Integration of Machine Scheduling and Personnel Allocation for an Industrial-Scale Analytical Services Facility. CoDIT Daniela Lubke, Ricardo Fukasawa, Luis A. Ricardez-Sandoval
2022	J	`jnl`	A robust moving horizon estimation under unknown distributions of process or measurement noises. Comput. Chem. Eng. Mahshad Valipour, Luis A. Ricardez-Sandoval
2022	J	`jnl`	A switched system approach for the direct solution of singular optimal control problems. Comput. Chem. Eng. Oswaldo Andrés-Martínez, Luis A. Ricardez-Sandoval
2022	J	`jnl`	A three dimensional kinetic Monte Carlo defect-free crystal dissolution model for biological systems, with application to uncertainty analysis and robust optimization. Comput. Chem. Eng. Donovan Chaffart, Luis A. Ricardez-Sandoval
2022	J	`jnl`	Centralized and hierarchical scheduling frameworks for copper smelting process. Comput. Chem. Eng. Hussain Ahmed, Luis A. Ricardez-Sandoval, Matti Vilkko
2022	J	`jnl`	Computer aided molecular design coupled with molecular dynamics as a novel approach to design new lubricants. Comput. Chem. Eng. Darinel Valencia-Marquez, Antonio Flores-Tlacuahuac, Alejandro J. García-Cuéllar, Luis A. Ricardez-Sandoval
2022	J	`jnl`	Integration of design and NMPC-based control for chemical processes under uncertainty: An MPCC-based framework. Comput. Chem. Eng. Oscar Palma-Flores, Luis A. Ricardez-Sandoval
2022	J	`jnl`	RD-toolbox: A computer aided toolbox for integrated design and control of reactive distillation processes. Comput. Chem. Eng. Ashfaq Iftakher, David A. Liñán, Seyed Soheil Mansouri, Ahaduzzaman Nahid, M. M. Faruque Hasan, M. A. A. Shoukat Choudhury, Luis A. Ricardez-Sandoval, Jay H. Lee
2021	J	`jnl`	A novel stochastic programming approach for scheduling of batch processes with decision dependent time of uncertainty realization. Ann. Oper. Res. Kavitha G. Menon, Ricardo Fukasawa, Luis A. Ricardez-Sandoval
2021	J	`jnl`	Abridged Gaussian sum extended Kalman filter for nonlinear state estimation under non-Gaussian process uncertainties. Comput. Chem. Eng. Mahshad Valipour, Luis A. Ricardez-Sandoval
2020	J	`jnl`	Evaluating periodic rescheduling policies using a rolling horizon framework in an industrial-scale multipurpose plant. J. Sched. Zachariah Stevenson, Ricardo Fukasawa, Luis A. Ricardez-Sandoval
2020	J	`jnl`	Integration of design and control for industrial-scale applications under uncertainty: a trust region approach. Comput. Chem. Eng. Mina Rafiei-Shishavan, Luis A. Ricardez-Sandoval
2020	J	`jnl`	New frontiers, challenges, and opportunities in integration of design and control for enterprise-wide sustainability. Comput. Chem. Eng. Mina Rafiei-Shishavan, Luis A. Ricardez-Sandoval
2020	J	`jnl`	Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part I: A new mathematical framework. Comput. Chem. Eng. David A. Liñán, David E. Bernal, Luis A. Ricardez-Sandoval, Jorge Mario Gómez
2020	J	`jnl`	Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part II: Rigorous design of catalytic distillation columns. Comput. Chem. Eng. David A. Liñán, David E. Bernal, Luis A. Ricardez-Sandoval, Jorge Mario Gómez
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
2019	J	`jnl`	Bi-objective short-term scheduling in a rolling horizon framework: Comput. Oper. Res. Do Yeon Lee, Ricardo Fukasawa, Luis A. Ricardez-Sandoval
2018	J	`jnl`	Optimization and control of a thin film growth process: A hybrid first principles/artificial neural network based multiscale modelling approach. Comput. Chem. Eng. Donovan Chaffart, Luis A. Ricardez-Sandoval
2017	J	`jnl`	A dynamic optimization framework for integration of design, control and scheduling of multi-product chemical processes under disturbance and uncertainty. Comput. Chem. Eng. Robert W. Koller, Luis A. Ricardez-Sandoval
2017	J	`jnl`	A multitasking continuous time formulation for short-term scheduling of operations in multipurpose plants. Comput. Chem. Eng. Saman Lagzi, Ricardo Fukasawa, Luis A. Ricardez-Sandoval
2017	J	`jnl`	Simultaneous design and control under uncertainty: A back-off approach using power series expansions. Comput. Chem. Eng. Mina Rafiei-Shishavan, Siddharth Mehta, Luis A. Ricardez-Sandoval
2014	J	`jnl`	An MPC-based control structure selection approach for simultaneous process and control design. Comput. Chem. Eng. Gloria Gutiérrez, Luis A. Ricardez-Sandoval, H. M. Budman, César de Prada
2014	J	`jnl`	Multi-scenario modelling of uncertainty in stochastic chemical systems. J. Comput. Phys. R. David Evans, Luis A. Ricardez-Sandoval
2014	J	`jnl`	Simultaneous design and MPC-based control for dynamic systems under uncertainty: A stochastic approach. Comput. Chem. Eng. Sami S. Bahakim, Luis A. Ricardez-Sandoval
2012	J	`jnl`	Optimal design and control of dynamic systems under uncertainty: A probabilistic approach. Comput. Chem. Eng. Luis A. Ricardez-Sandoval
2011	J	`jnl`	A methodology for the simultaneous design and control of large-scale systems under process parameter uncertainty. Comput. Chem. Eng. Luis A. Ricardez-Sandoval, Peter L. Douglas, H. M. Budman
2009	J	`jnl`	Integration of design and control for chemical processes: A review of the literature and some recent results. Annu. Rev. Control. Luis A. Ricardez-Sandoval, H. M. Budman, Peter L. Douglas
2009	J	`jnl`	Tuning an adaptive controller using a robust control approach. Int. J. Control Jesse Huebsch, Luis A. Ricardez-Sandoval, Hector M. Budman