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Georgakis C, Chin ST, Wang Z, Hayot P, Chiang L, Wassick J, Castillo I. Data-Driven Optimization of an Industrial Batch Polymerization Process Using the Design of Dynamic Experiments Methodology. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c01952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Christos Georgakis
- Process Cybernetics LLC, Waban, Massachusetts 02468, United States
- Systems Research Institute, Tufts University, Medford, Massachusetts 02155, United States
| | - Swee-Teng Chin
- Chemometrics and AI, Dow Inc., Lake Jackson, Texas 77566, United States
| | - Zhenyu Wang
- Chemometrics and AI, Dow Inc., Lake Jackson, Texas 77566, United States
| | - Philippe Hayot
- PU/PS&F Tech. Center, Dow Inc., Terneuzen 4542, Netherlands
| | - Leo Chiang
- Chemometrics and AI, Dow Inc., Lake Jackson, Texas 77566, United States
| | - John Wassick
- Digital Fulfillment Center, Dow Inc., Midland, Michigan 48642, United States
| | - Ivan Castillo
- Chemometrics and AI, Dow Inc., Lake Jackson, Texas 77566, United States
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Liang Y, Yang C, Sun B. Model-based experimental design for nonlinear dynamical systems with unknown state delay and continuous state inequalities. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2019.09.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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3
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Narayanan H, Luna MF, Stosch M, Cruz Bournazou MN, Polotti G, Morbidelli M, Butté A, Sokolov M. Bioprocessing in the Digital Age: The Role of Process Models. Biotechnol J 2019; 15:e1900172. [DOI: 10.1002/biot.201900172] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 07/15/2019] [Indexed: 12/20/2022]
Affiliation(s)
- Harini Narayanan
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
| | - Martin F. Luna
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
| | | | - Mariano Nicolas Cruz Bournazou
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
- DataHow AGc/o ETH ZurichHCI, F137Vladimir‐Prelog‐Weg 1 8093 Zurich Switzerland
| | - Gianmarco Polotti
- DataHow AGc/o ETH ZurichHCI, F137Vladimir‐Prelog‐Weg 1 8093 Zurich Switzerland
| | - Massimo Morbidelli
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
- DataHow AGc/o ETH ZurichHCI, F137Vladimir‐Prelog‐Weg 1 8093 Zurich Switzerland
| | - Alessandro Butté
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
- DataHow AGc/o ETH ZurichHCI, F137Vladimir‐Prelog‐Weg 1 8093 Zurich Switzerland
| | - Michael Sokolov
- Institute for Chemical and Bioengineering ETHZ Zurich Switzerland
- DataHow AGc/o ETH ZurichHCI, F137Vladimir‐Prelog‐Weg 1 8093 Zurich Switzerland
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