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Calvin Tsay
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Modeling, state estimation, and optimal control for the US COVID-19 outbreak
C Tsay, F Lejarza, MA Stadtherr, M Baldea
Scientific Reports 10 (1), 1-12, 2020
1252020
Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models
C Tsay, A Kumar, J Flores-Cerrillo, M Baldea
Computers & Chemical Engineering 126, 22-34, 2019
732019
A simulation-based optimization framework for integrating scheduling and model predictive control, and its application to air separation units
LS Dias, RC Pattison, C Tsay, M Baldea, MG Ierapetritou
Computers & Chemical Engineering 113, 139-151, 2018
672018
The integration of scheduling and control: Top-down vs. bottom-up
A Caspari, C Tsay, A Mhamdi, M Baldea, A Mitsos
Journal of Process Control 91, 50-62, 2020
352020
A survey of optimal process design capabilities and practices in the chemical and petrochemical industries
C Tsay, RC Pattison, MR Piana, M Baldea
Computers & Chemical Engineering 112, 180-189, 2018
352018
Pseudo-transient models for multiscale, multiresolution simulation and optimization of intensified reaction/separation/recycle processes: Framework and a dimethyl ether …
RC Pattison, C Tsay, M Baldea
Computers & Chemical Engineering 105, 161-172, 2016
352016
Integrating production scheduling and process control using latent variable dynamic models
C Tsay, M Baldea
Control Engineering Practice 94, 104201, 2020
34*2020
Equation-oriented simulation and optimization of process flowsheets incorporating detailed spiral-wound multistream heat exchanger models
C Tsay, RC Pattison, M Baldea
AIChE Journal 63 (9), 3778-3789, 2017
312017
110th Anniversary: Using Data to Bridge the Time and Length Scales of Process Systems
C Tsay, M Baldea
Industrial & Engineering Chemistry Research 58 (36), 16696-16708, 2019
292019
A pseudo‐transient optimization framework for periodic processes: Pressure swing adsorption and simulated moving bed chromatography
C Tsay, RC Pattison, M Baldea
AIChE Journal 64 (8), 2982-2996, 2017
282017
Rate-based modeling and economic optimization of next-generation amine-based carbon capture plants
C Tsay, RC Pattison, Y Zhang, GT Rochelle, M Baldea
Applied Energy 252, 113379, 2019
262019
Partition-based formulations for mixed-integer optimization of trained ReLU neural networks
C Tsay, J Kronqvist, A Thebelt, R Misener
Advances in Neural Information Processing Systems 34, 2021
252021
Rate-based process optimization and sensitivity analysis for ionic-liquid-based post-combustion carbon capture
K Seo, C Tsay, B Hong, TF Edgar, MA Stadtherr, M Baldea
ACS Sustainable Chemistry & Engineering 8 (27), 10242-10258, 2020
162020
Data-driven models and algorithms for demand response scheduling of air separation units
C Tsay, M Baldea, J Shi, A Kumar, J Flores-Cerrillo
Computer Aided Chemical Engineering 44, 1273-1278, 2018
162018
A dynamic optimization approach to probabilistic process design under uncertainty
C Tsay, RC Pattison, M Baldea
Industrial & Engineering Chemistry Research 56 (30), 8606-8621, 2017
152017
Multi-objective constrained optimization for energy applications via tree ensembles
A Thebelt, C Tsay, RM Lee, N Sudermann-Merx, D Walz, T Tranter, ...
Applied Energy 306, 118061, 2022
122022
A superstructure-based design of experiments framework for simultaneous domain-restricted model identification and parameter estimation
C Tsay, RC Pattison, M Baldea, B Weinstein, SJ Hodson, RD Johnson
Computers & Chemical Engineering 107, 408-426, 2017
122017
Scenario-free optimal design under uncertainty of the PRICO natural gas liquefaction process
C Tsay, M Baldea
Industrial & Engineering Chemistry Research 57 (17), 5868-5880, 2018
112018
Between steps: Intermediate relaxations between big-M and convex hull formulations
J Kronqvist, R Misener, C Tsay
Integration of Constraint Programming, Artificial Intelligence, and …, 2021
82021
Fast and efficient chemical process flowsheet simulation by pseudo-transient continuation on inertial manifolds
C Tsay, M Baldea
Computer Methods in Applied Mechanics and Engineering 348, 935-953, 2019
82019
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Articles 1–20