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Santander O, Kuppuraj V, Harrison CA, Baldea M. A Bayesian approach to improving production planning. Comput Chem Eng 2023. [DOI: 10.1016/j.compchemeng.2023.108226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
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Santander O, Kuppuraj V, Harrison CA, Baldea M. Integrated Production Planning and Model Predictive Control of a Fluidized Bed Catalytic Cracking-Fractionator Unit. Ind Eng Chem Res 2023. [DOI: 10.1021/acs.iecr.2c02715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Affiliation(s)
- Omar Santander
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1229, United States
| | | | | | - Michael Baldea
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1229, United States
- Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, 201 East 24th Street, Austin, Texas78712-1229, United States
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Santander O, Giannikopoulos I, Stadtherr MA, Baldea M. An Integrated Stochastic Deep Learning–Short-Term Production Scheduling–Optimal Control Framework for General Batch Processes. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c02638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Omar Santander
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1589, United States
| | - Ioannis Giannikopoulos
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1589, United States
| | - Mark A. Stadtherr
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1589, United States
| | - Michael Baldea
- McKetta Department of Chemical Engineering, The University of Texas at Austin, 200 East Dean Keeton Street, Austin, Texas78712-1589, United States
- Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, 201 East 24th Street, Austin, Texas78712-1229United States
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